From b8dcf12d13c2b9e04d90ce20f646f4a73f3cb402 Mon Sep 17 00:00:00 2001 From: Jacob Woodbury Date: Thu, 28 May 2026 12:08:29 -0700 Subject: [PATCH 1/8] updating agents --- frontend/AGENTS.md | 300 ++ frontend/package-lock.json | 8789 ++++++++++++++++++++++++++++++++++++ frontend/package.json | 3 +- 3 files changed, 9091 insertions(+), 1 deletion(-) create mode 100644 frontend/package-lock.json diff --git a/frontend/AGENTS.md b/frontend/AGENTS.md index c153a9b..08afdb7 100644 --- a/frontend/AGENTS.md +++ b/frontend/AGENTS.md @@ -5,3 +5,303 @@ This version has breaking changes — APIs, conventions, and file structure may all differ from your training data. Read the relevant guide in `node_modules/next/dist/docs/` before writing any code. Heed deprecation notices. + +# AGENTS.md + +All frontend conventions, patterns, and agent instructions live here. `CLAUDE.md` is a thin pointer to this file. + +For full-project setup, architecture, and running both services, see the [root README](../README.md). + +## Repository instructions + +### Project overview + +**Interview Coach** is an AI-powered interview coaching platform. Users record a spoken answer to an interview question in the browser and receive structured feedback on delivery, tone, and answer quality. + +End-to-end pipeline (owned mostly by the Python backend): + +1. User records audio in the browser +2. Audio → OpenAI Whisper API → timestamped transcript +3. Audio + transcript → local Audeering wav2vec2 model → delivery scores (arousal, dominance, valence) +4. Transcript + scores + question → LLM → structured feedback +5. Frontend renders a scorecard + +The frontend is responsible for capture UX, calling backend APIs, loading states, and presenting results — not for transcription, emotion modeling, or LLM calls. + +### Tech stack + +| Area | Technology | +| --------------- | ----------------------------------------------- | +| Framework | Next.js 16 (App Router) | +| Language | TypeScript (`strict`) | +| UI | React 19, Tailwind CSS 4 | +| Package manager | pnpm | +| Lint / format | ESLint (`eslint-config-next`), Prettier | +| Component docs | Storybook (dependency present; add scripts when configured) | +| Git hooks | lefthook (installed via `pnpm install` prepare) | +| Deploy | Vercel (planned) | + +**Not in this repo (backend only):** FastAPI, Whisper, wav2vec2 emotion model, Claude/GPT feedback. See [backend/README.md](../backend/README.md). + +### Monorepo layout + +``` +finalAI/ + README.md — setup, architecture, how to run everything + backend/ — FastAPI (Python), http://localhost:8000 + frontend/ — this app, http://localhost:3000 + docs/ — proposal and agent workflow docs +``` + +Run the backend and frontend in separate terminals. Complete root README setup (Python venv, `backend/.env`, `pnpm install`) before developing UI against live APIs. + +### Project structure + +Current layout (early stage; grow under `app/` as features land): + +``` +frontend/ + app/ + layout.tsx — root layout, fonts, global styles + page.tsx — home (placeholder until coaching UI exists) + globals.css — Tailwind imports and CSS variables + public/ — static assets + package.json + tsconfig.json — @/* → repository root of frontend/ +``` + +Planned UI areas (names may change; colocate by feature under `app/`): + +- Question prompt and recording flow +- Upload / processing states while backend runs pipeline +- Scorecard: delivery scores, transcript highlights, LLM feedback sections + +Prefer feature folders (e.g. `app/record/`, `app/scorecard/`) with colocated components over a flat dump of files. + +### Backend integration + +- **Base URL (local):** `http://localhost:8000` +- **Interactive docs:** `http://localhost:8000/docs` + +| Method | Path | Status | Purpose | +| ------ | ----------------------- | ------ | -------------------------------------------- | +| GET | `/health` | done | Liveness | +| GET | `/emotion/health` | done | Emotion model loaded | +| POST | `/emotion/analyze` | done | Audio file → arousal, dominance, valence | +| POST | `/speech/transcribe` | todo | Audio → transcript + word timestamps | +| POST | `/feedback/generate` | todo | Transcript + scores + question → feedback | + +Call these from the browser via `fetch` (or a small client module). Do not reimplement ML or LLM logic in the frontend. Use env-based API base URLs when wiring production (e.g. `NEXT_PUBLIC_API_URL`). + +Audio capture must produce a format the backend accepts (follow backend service docs when implementing upload). + +### Import conventions + +- `@/*` maps to the **frontend project root** (see `tsconfig.json`), e.g. `@/app/components/Scorecard`. +- Prefer `@/` over deep relative paths (`../../../`). + +### Hard rules (never violate) + +1. Never run `git commit` or `git push` without explicit user approval. +2. Do not put backend secrets or API keys in frontend code — keys belong in `backend/.env` only. +3. Do not duplicate pipeline logic (Whisper, emotion model, LLM) in the frontend; use backend endpoints. +4. Use `next/image` for images and `next/link` for internal navigation — not raw `` or `` for in-app routes. +5. Prefer `@/` imports over long relative paths when the alias applies. +6. No inline `style` props in JSX (exception: `*.stories.tsx` for Storybook decorators/layout; and dev-only diagnostic pages under `app/dev/**` if added). +7. Every new component that has any of its own styles requires `ComponentName.module.css` — no exceptions for "simple" components. A component with zero styles of its own (thin wrapper composing other styled components) does not need its own `.module.css`; the moment any style is added, create the module file. +8. Every new reusable component or component with meaningful visual states requires `ComponentName.stories.tsx` with a named story per visual state and real mock data (not empty defaults that rely on failed fetches). +9. If you modify a component's structural JSX, proactively update its `.module.css` and `.stories.tsx` when those files exist — do not wait to be asked. +10. Do not modify `AGENTS.md` without proposing the change first when the edit reflects new team conventions. + +--- + +## Development commands + +Run from `frontend/` unless noted. + +| Task | Command | +| ------------ | -------------------- | +| Dev server | `pnpm dev` → :3000 | +| Production | `pnpm build` | +| Start prod | `pnpm start` | +| Lint | `pnpm lint` | +| Type check | `pnpm typecheck` | +| Format | `pnpm format` | +| Format check | `pnpm format:check` | + +Install hooks: `pnpm install` (runs `lefthook install` via `prepare`). + +Pre-push hooks (repo root `lefthook.yml`): ESLint, Prettier check, and TypeScript on the frontend; Ruff on the backend. Set `LEFTHOOK=0` to skip in CI if needed. + +Script reference: [frontend/README.md](./README.md). + +--- + +## Environment variables + +Backend keys live in **`backend/.env`** (gitignored): `OPENAI_API_KEY`, `ANTHROPIC_API_KEY`. See root README. + +When the UI calls the API across environments, add frontend vars as needed, for example: + +| Variable | Purpose | +| ---------------------- | -------------------------------- | +| `NEXT_PUBLIC_API_URL` | FastAPI base URL (e.g. production) | + +Use a local default of `http://localhost:8000` in development when the var is unset. + +--- + +## Code organization + +- **API client:** Centralize backend `fetch` calls in a small module (e.g. `lib/api.ts` or `lib/interview-coach/`) with typed request/response shapes aligned with backend responses. +- **Types:** Colocate feature types in `types.ts` next to the feature, or next to the API client for shared DTOs. +- **Server vs client:** Use Server Components by default; add `'use client'` only for recording, media APIs, and interactive UI. +- **Errors:** Surface user-visible errors from failed API calls; log details with `console.error` in development. Do not swallow failures silently. +- **State:** Prefer React state and context for recording/session flow before adding external state libraries. + +--- + +## React and Next.js patterns + +### File naming + +- Routes: `page.tsx`, `layout.tsx` +- API routes (if added): `route.ts` +- Client-only subtrees: `*Client.tsx` with `'use client'` + +### Components and styling + +Every new UI component uses **three files** when it has its own styles or meaningful visual states: + +1. **`ComponentName.tsx`** — No inline `style` props (except in stories). Tailwind utilities in JSX for generic layout/spacing; `.module.css` for component-specific look and state variants. +2. **`ComponentName.module.css`** — Required when the component has any styles of its own (colors, borders, state variants, animations). Not required for zero-style wrappers that only compose other components. +3. **`ComponentName.stories.tsx`** — Required for reusable UI and any component with distinct visual states. Each state gets a **named story with explicit mock props** (recording, uploading, scorecard populated, API error, mic denied, etc.). + +**Stories must use real mock data.** Pass props directly. Do not rely on network calls, empty states from failed fetches, or bare `Default: Story = {}` as a substitute for real coverage. + +**Data-fetching components: presentational + container split** + +- **Presentational** (e.g. `Scorecard`, `RecordingControls`) — pure view; takes `loading`, `scores`, `transcript`, `error`, callbacks as props; owns JSX + `.module.css`; stories cover every visual state with mocks. +- **Container** (e.g. `ScorecardPanel`, `RecordPage`) — owns `fetch`, MediaRecorder, and session state; renders the presentational component with live or fetched data. Container stories may be thin; presentational stories carry the visual contract. + +**Tailwind vs module CSS** + +- **Tailwind in JSX:** generic layout (flex, grid, gap), spacing, display, alignment, visibility. +- **`.module.css`:** hover/focus/disabled/error states, animations, component-specific visual identity, anything that would clutter JSX with long class strings. +- A component using only Tailwind with no `.module.css` is missing its module file if it has component-specific styles anywhere. +- Do not put `group-hover:`, `peer-hover:`, or similar parent-context variants in JSX — use `:global(.group):hover .className` in the module file. Do not use `@apply group-hover:*` or `@apply peer-*:*` in `.module.css` (CSS module scoping breaks these). + +**Design tokens** + +- Prefer CSS variables from `app/globals.css` over hard-coded hex, spacing, or font sizes. +- If Figma or design uses a raw value, map to the nearest existing token; flag gaps rather than silently hard-coding. + +**Accessibility** + +- Recording controls: visible labels, keyboard operability, clear focus styles, permission-denied and error states in stories. +- Scorecard and feedback text: semantic headings, sufficient contrast; do not rely on color alone for state. + +**Hydration** + +- Do not use `suppressHydrationWarning` to silence mismatches — fix the root cause (defer browser-only values until after mount when needed). + +External links may use `` with `target="_blank"` and `rel="noopener noreferrer"`; internal routes use `next/link`. + +### Storybook + +- Storybook is listed in `package.json`; add `storybook` / `build-storybook` scripts when the config is initialized. +- Colocate `ComponentName.stories.tsx` next to the component. +- Interview Coach stories to plan for as UI grows: `RecordingControls` (idle, recording, paused, permission denied), `ProcessingStatus` (transcribing, analyzing, generating feedback), `DeliveryScores` (loading, populated), `Scorecard` (empty, partial, full, error). + +### Data fetching + +- For backend calls from Client Components, use `fetch` to `NEXT_PUBLIC_API_URL` or localhost default. +- For secrets or server-only aggregation, use Server Components or Route Handlers — never expose backend API keys to the client. + +--- + +## Agent limitations and escalation + +### Do not do autonomously + +- `git commit` or `git push` without explicit approval +- Deploy to Vercel or any environment unless asked +- Change `backend/` emotion model code (`emotion_model.py` is marked do not modify) +- Commit `.env` files or API keys + +### Stop and ask when + +- Requirements for recording format, session flow, or scorecard layout are ambiguous +- A change needs new backend contract fields not yet in [backend/README.md](../backend/README.md) +- Implementing features that depend on todo endpoints (`/speech/transcribe`, `/feedback/generate`) before they exist + +--- + +## Git conventions + +- Ask before committing or pushing. +- Pre-push: lefthook runs frontend lint, format check, and typecheck (see `lefthook.yml` at repo root). +- Keep commits focused; match existing message style on the branch when one exists. + +--- + +## Domain context + +- **Delivery scores:** Arousal, dominance, and valence from the local wav2vec2 model — communicate as delivery/tone signals, not as clinical or diagnostic labels unless product copy says otherwise. +- **Transcript:** Timestamped text from Whisper; UI may show highlights or pacing once word timestamps exist. +- **Feedback:** Structured LLM output (Claude or GPT-4o via backend) — render sections clearly; avoid presenting raw model JSON to users. +- **Recording UX:** Browser MediaRecorder (or equivalent); handle permission denial, unsupported browsers, and upload failures gracefully. + +--- + +## Testing + +- No frontend test runner is configured yet. When tests are added, colocate with the feature (`ComponentName.test.tsx` next to the component) or mirror paths under `__tests__/` at the frontend root. +- Prefer behavior-focused tests for recording flow, API client error handling, and scorecard rendering with mock props. +- Only add tests when they cover realistic regression risk — not trivial render-only smoke tests. + +--- + +## Key references + +| Topic | Location | +| ------------------ | --------------------------------------------- | +| Full stack setup | [../README.md](../README.md) | +| Backend endpoints | [../backend/README.md](../backend/README.md) | +| Emotion model | [../backend/services/tone_delivery_analyzer/README.md](../backend/services/tone_delivery_analyzer/README.md) | +| Frontend scripts | [README.md](./README.md) | +| CSS/component review workflow | [../docs/agent-workflows/css-and-component-standards-review.md](../docs/agent-workflows/css-and-component-standards-review.md) | +| Agent workflows | [../docs/agent-workflows/](../docs/agent-workflows/) | + +--- + +## Maintaining AGENTS.md + +After features or conventions change, update this file so new sessions stay accurate: + +- New routes, components, or folder layout → **Project structure** +- New `pnpm` scripts → **Development commands** +- New frontend env vars → **Environment variables** +- New or changed backend contracts → **Backend integration** +- New hard rules or team decisions → **Hard rules** or relevant section + +For task-specific reviews (PR text, branch audit, code quality), use workflows in `docs/agent-workflows/` rather than bloating this file. Invoke explicitly, e.g.: + +```md +Use docs/agent-workflows/pull-request-description-generator.md for this branch. +``` + +See [docs/agent-workflows/README.md](../docs/agent-workflows/README.md) for the full list. + +| Workflow | Use when | +| -------- | -------- | +| `pre-merge-full-review.md` | Full pre-merge review with phase gates | +| `branch-change-impact-audit.md` | What changed and regression risks vs `main` | +| `code-quality-review.md` | Correctness, conventions, API integration | +| `css-and-component-standards-review.md` | module.css, Tailwind placement, Storybook | +| `test-suite-quality-review.md` | Test simplicity (or Storybook if no tests yet) | +| `manual-qa-checklist-generator.md` | Manual QA for recording/scorecard flows | +| `pull-request-description-generator.md` | PR title and description from diff | +| `feature-implementation-planning.md` | Plan before non-trivial features | +| `feature-flag-gating-review.md` | Env/flag gating completeness | +| 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"16.2.6", "react": "19.2.4", - "react-dom": "19.2.4" + "react-dom": "19.2.4", + "storybook": "^10.4.1" }, "devDependencies": { "@tailwindcss/postcss": "^4", From 6aa779439fac29a0b3f33f5ced140cc07baf2f16 Mon Sep 17 00:00:00 2001 From: Jacob Woodbury Date: Thu, 28 May 2026 12:12:45 -0700 Subject: [PATCH 2/8] adding agent workflows --- .DS_Store | Bin 0 -> 8196 bytes docs/.DS_Store | Bin 0 -> 6148 bytes docs/agent-workflows/README.md | 86 +++ .../branch-change-impact-audit.md | 95 +++ docs/agent-workflows/code-quality-review.md | 299 ++++++++ .../css-and-component-standards-review.md | 197 +++++ .../feature-flag-gating-review.md | 95 +++ .../feature-implementation-planning.md | 46 ++ docs/agent-workflows/figma-design-to-code.md | 119 +++ .../manual-qa-checklist-generator.md | 68 ++ docs/agent-workflows/pre-merge-full-review.md | 695 ++++++++++++++++++ .../pull-request-description-generator.md | 314 ++++++++ .../test-suite-quality-review.md | 160 ++++ frontend/AGENTS.md | 94 +-- 14 files 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ztH738LSm9*c5DqX17QmVS}1#o!4{73` or `` for internal navigation instead of `next/image` / `next/link` +- Zod (or equivalent) validation missing from new Next.js Route Handlers that accept body/query input +- Exported async functions missing an explicit return type on public API/client surfaces + +Decision rule: + +- Flag it if the code violates a documented convention, even if it works correctly + +### 6. React structure and rendering + +Check for: + +- inline functions returning JSX that behave like components but are not structured as components +- components recreated every render without need +- patterns that defeat memoization or block future optimization + +Decision rule: + +- Flag it when it causes a real rendering problem now or creates a realistic optimization trap + +### 7. Test and Storybook coverage gaps + +Check for missing coverage only when it affects confidence in behavior changed by the branch. + +Examples: + +- disabled state changed but not exercised +- controlled or pre-filled input behavior changed but not covered +- edge states relevant to changed logic not covered + +For Interview Coach UI changes, flag missing Storybook stories when a presentational component gained new visual states (recording, processing, scorecard error, etc.) without story updates. + +For new `fetch` wrappers or API client modules, flag missing tests only when a test runner exists and the failure mode is non-obvious (wrong base URL, unhandled 4xx/5xx, malformed score payload). + +Decision rule: + +- Only flag missing coverage if it would realistically catch a regression in the changed code. This project may not have a frontend test script yet — if `pnpm test` is not configured, note that and limit findings to Storybook/state coverage per `frontend/AGENTS.md`. + +### 8. Comments + +- Remove comments that only restate the code +- Flag missing comments only when behavior is non-obvious, intentionally inconsistent, or likely to surprise a future reader — this explicitly includes intentional divergence from a similar pattern elsewhere in the codebase, not just the same directory; if changed code handles a concern differently from how a comparable file handles the same concern, the reason must be documented in a comment; verify this by comparing changed code against the nearest semantically similar file (e.g. another API route that sets cache headers, another utility that builds URLs), not just files in the same folder + +### 9. Backend API and frontend integration checks + +Run this section when the diff touches `backend/` Python services/routers **or** frontend code that calls the FastAPI backend. + +**Backend (`backend/`):** + +1. **Router contracts.** New or changed endpoints document method, path, request shape (e.g. multipart audio upload), and response JSON in [backend/README.md](../../backend/README.md) when behavior is user-facing. +2. **Secrets.** No API keys in code — use `backend/.env` and `os.environ` / settings patterns consistent with existing services. +3. **Heavy model code.** Do not modify `emotion_model.py` unless explicitly requested; route changes go through existing analyzer modules. +4. **Error responses.** Failed analysis/transcription/feedback returns a consistent HTTP status and JSON error body; no silent failures or uncaught exceptions leaking stack traces to clients. +5. **File upload safety.** Audio upload endpoints validate content type/size where practical; temp files are cleaned up. + +**Frontend (`frontend/`):** + +1. **API base URL.** Client calls use `NEXT_PUBLIC_API_URL` with a localhost default — no hard-coded production URLs in source. +2. **No duplicated ML.** Frontend does not call OpenAI/Anthropic directly for pipeline steps owned by the backend. +3. **Upload flow.** Recording/upload uses `FormData` (or equivalent) matching backend expectations; loading and error states are handled in UI. +4. **Typed responses.** Scorecard and pipeline types align with backend response shapes (arousal/dominance/valence, transcript fields, feedback sections). +5. **Presentational/container split.** Data-fetching pages do not embed large presentational JSX without a story-friendly presentational child. + +Decision rule: + +- Flag failures that would break the record → analyze → scorecard flow or leak secrets. + +### 10. New API route security + +Run this section whenever the diff contains a new file under `app/api/` or `pages/api/`. + +For each new API route file, perform these checks: + +1. **Authentication gate (if applicable).** Interview Coach may not have auth yet. If the route is documented or intended to be public (health proxies, dev-only), say so. If the route should be protected, confirm an auth check is the first async operation before data access or side effects. + +2. **SSRF prevention (outbound routes only).** If the route makes any outbound HTTP request (via `fetch`, `http.request`, `https.request`, or any HTTP client), confirm: + - A blocklist or allowlist is applied before the request is made and after any DNS resolution + - For IP blocklists: cross-reference against the complete IANA IPv4 Special-Purpose Address Registry. The minimum complete set is: `0.0.0.0/8` ("this" network), `10.0.0.0/8` (RFC1918), `100.64.0.0/10` (CGNAT), `127.0.0.0/8` (loopback), `169.254.0.0/16` (link-local), `172.16.0.0/12` (RFC1918), `192.0.0.0/24` (IANA special), `192.0.2.0/24` (TEST-NET-1), `192.88.99.0/24` (6to4 relay), `192.168.0.0/16` (RFC1918), `198.18.0.0/15` (benchmarking), `198.51.100.0/24` (TEST-NET-2), `203.0.113.0/24` (TEST-NET-3), `224.0.0.0/4` (multicast), `240.0.0.0/4` (reserved). A blocklist covering only RFC1918 + loopback is incomplete. + - DNS resolution happens before the request is made so attacker-controlled DNS cannot redirect to a private address after the blocklist check passes + +3. **Cache-Control semantics.** If the route sets a `Cache-Control` response header, verify the directive matches the route's sensitivity (user-specific coaching data must use `private` or `no-store`, not `public`). + +4. **Input validation.** Confirm all query params, path params, and request body fields are validated (Zod or equivalent) before use. Unvalidated string params passed to database queries, file paths, or outbound URLs are injection vectors. + +5. **Response size and content-type limits.** If the route proxies or streams external content: + - A maximum byte limit must be enforced during streaming (not just on `Content-Length`, which can be omitted or spoofed) + - The upstream `Content-Type` must be validated against an allowlist before being forwarded to the client + +6. **Error shape consistency.** Confirm all error paths return the project-standard `{ success: false, error: "..." }` JSON shape. Any `await` outside a try/catch bypasses this shape and returns a raw Next.js 500 — covered by Priority 1, but re-verify here for new routes since the full surface is being established for the first time. + +Decision rule: + +- Each check above is a security or correctness requirement. Flag every failure. + +## Constraints + +- Flag the structural concern and its impact, but do not propose redesigns +- Do not rewrite code or provide full patches +- Do not suggest replacing one dependency with another for stylistic reasons. Do flag any newly introduced dependency that is deprecated (marked deprecated by its maintainer), unmaintained (no releases or meaningful activity in over 2 years), or archived — these are correctness and security risks, not preferences +- Do not comment on personal preferences + +## Validation + +Changed files are those returned by `git diff --name-only origin/main...HEAD` (or the confirmed target). Run from `frontend/` when the diff includes frontend files; from `backend/` for Python-only changes. Report results for each command that exists: + +- `pnpm test` / `pnpm test -- --findRelatedTests ` — only if a `test` script exists in `frontend/package.json`; otherwise state "not configured" +- `pnpm typecheck` (frontend) +- `pnpm lint` (frontend) +- `pnpm build` (frontend) +- `ruff check .` and `ruff format --check .` (backend, when backend files changed) + +If a command is unavailable or fails to execute, state which one and why. + +## Required output format + +### Context + +State briefly: + +- what changed +- what consumes it +- what patterns exist in adjacent code + +### Validation Results + +- tests — pass / fail / not run (reason) +- lint — pass / fail / not run (reason) +- types — pass / fail / not run (reason) +- build — pass / fail / not run (reason) + +### Findings + +#### Critical / High severity + +For each issue, include: + +- severity +- file and location +- issue +- why it matters +- recommendation in one directional sentence, not a patch + +#### Medium / Low severity + +Use compact entries: + +- `file:location` — issue description (`severity`) + +### What could not be verified + +This section must not be empty. Include at minimum: + +- Whether recording/upload behaves correctly with slow networks or concurrent tab usage (if applicable) +- Whether `backend/.env` and `NEXT_PUBLIC_API_URL` (or equivalent) are configured for the environments under test +- Any consumer files that import changed exports but were not reviewed +- Visual or UI behavior that cannot be verified without running the app + +### Verdict + +Use one of: + +- **Ship** — No issues, or only nitpicks with no correctness or reliability impact +- **Ship with follow-ups** — Issues found that should be tracked but do not block merge +- **Fix before merge** — Issues that affect correctness, reliability, or convention compliance +- **Requires rework** — Fundamental approach problems that cannot be resolved with targeted fixes + +## After the verdict — CSS and component review + +Check the changed file list for any `.tsx`, `.jsx`, `.module.css`, or `.stories.tsx` files. + +If any are present, ask the user: "Component or styling files were changed. Would you like me to run the CSS and component standards review now?" + +- If yes, read and run `docs/agent-workflows/css-and-component-standards-review.md` and present its output as a separate section. +- If no, note that the CSS review was declined and conclude. + +If no component or styling files are present, state "No component or styling files changed — CSS review not applicable" and conclude. diff --git a/docs/agent-workflows/css-and-component-standards-review.md b/docs/agent-workflows/css-and-component-standards-review.md new file mode 100644 index 0000000..7b60e56 --- /dev/null +++ b/docs/agent-workflows/css-and-component-standards-review.md @@ -0,0 +1,197 @@ +# CSS and Component Standards Review + +## Purpose + +Reviews **CSS quality, module.css compliance, Tailwind-vs-module.css placement, design token usage, and Storybook story coverage** for new or modified components. Flags missing `module.css` files, missing stories, inline styles, and hard-coded values as critical issues. + +**Does not:** review business logic, JS correctness, or anything outside styling and component file compliance. Code correctness is covered by `code-quality-review.md`. + +--- + +Review all styling related to a branch with a strict focus on CSS quality, maintainability, consistency, and correctness. + +## Before review + +- Read `frontend/AGENTS.md` to load project styling conventions and hard rules +- Run `git diff --name-only origin/main...HEAD` to enumerate changed files (substitute the confirmed target branch if not `main`) +- Read adjacent component styles to understand existing patterns before flagging inconsistencies + +## Review scope + +From the changed files, review: + +- All changed `.module.css` files +- All changed `.tsx` / `.jsx` files that apply or compose styles +- Story files for any component introduced or modified in the branch +- Adjacent `.module.css` files for sibling components (to check consistency, not to review in full) + +## New component requirements + +When a new component is introduced, flag as a critical issue if any of the following are missing: + +- **`ComponentName.module.css`** — required for all component-specific styles; no exceptions for "simple" components +- **`ComponentName.stories.tsx`** — required for any component on the reusable UI surface or with meaningful visual states. Must include a named story for every visual state (loading, empty, populated, error, disabled, etc.) with explicit mock data. A bare `Default: Story = {}` relying on a fetch is not acceptable. +- **Interview Coach states to cover when applicable:** recording idle / recording / paused / mic denied; upload or pipeline processing (transcribing, analyzing tone, generating feedback); scorecard empty / partial / complete / API error; delivery score meters with sample arousal/dominance/valence values. +- **All visual state variants covered** — every interactive or conditional state must have a corresponding named story with mock data showing that state + +## Review priorities + +If only a small number of issues can be flagged, prioritize in this order: + +1. **Broken or conflicting styles** — declarations that produce wrong visual output +2. **Accessibility failures** — missing focus states, unreadable contrast, tiny tap targets +3. **Convention violations** — inline styles, hard-coded values where tokens exist, wrong layer (Tailwind vs module CSS), missing `.module.css` or story files for new components +4. **Maintainability risks** — brittle selectors, significant duplication, dead styles +5. **Polish** — naming, minor inconsistencies, optional cleanup + +## Review standards + +### CSS module quality + +Check whether: + +- class names are descriptive and consistent +- names clearly match the role of the styled element +- naming is not vague, misleading, or overly generic + +### Styling architecture + +Check whether: + +- styles intended to be local are properly scoped +- shared patterns are handled through the right layer +- project styling conventions are used consistently + +Do not recommend moving component-specific styles into global CSS without a strong architectural reason. + +### TSX / JSX usage + +Check whether: + +- styling is applied clearly and intentionally +- class composition is readable +- there are malformed interpolations, missing spaces, duplicated classes, conflicting classes, or unnecessary complexity +- inline styles are used (flag as a hard rule violation) + +### Tailwind and module CSS + +These are not mutually exclusive. Every component uses both: + +- **Tailwind** is used directly in JSX for generic utilities: layout (flex, grid, gap), spacing (p-_, m-_), sizing (w-_, h-_), display, alignment, and visibility. +- **`.module.css`** is always required for component-specific styles: state variants (hover, focus, disabled, error), animations, complex selectors, and any visual identity that spans multiple properties or would produce unreadable Tailwind strings. + +The question is never "module.css or Tailwind" — it is "which styling goes in which place." A component that uses only Tailwind utilities and has no module.css file is missing the module.css, not exempt from it. + +Flag when: + +- A component has no `.module.css` file (hard rule violation — see New component requirements) +- A `.module.css` class contains only `display: flex; gap: 8px` — those properties belong as Tailwind utilities in JSX, not in the module +- A JSX element has 8+ Tailwind classes mixing layout with visual identity — the component-specific portion belongs in module.css +- **`@apply` is used with a parent-context variant** (`@apply group-hover:*`, `@apply group-focus:*`, `@apply peer-*:*`, etc.) in a `.module.css` file → **critical finding (broken visual output)**. These variants expand into cross-element selectors (`.group:hover .child`) that CSS module scoping breaks. Replace with `:global(.group):hover .className { ... }`. This is a deterministic check: grep changed `.module.css` files for any `@apply` line containing `group-hover:`, `group-focus:`, or `peer-` (the variant may appear anywhere in the token list, not only as the first utility after `@apply`). +- **A `group-hover:`, `peer-hover:`, or similar parent-context variant appears as a Tailwind utility in JSX** → finding (convention violation — belongs in CSS module). Grep changed `.tsx`/`.jsx` files for `group-hover:` or `peer-` in `className` values. State-driven visibility or interaction tied to an ancestor's class creates an implicit structural dependency that must be explicit in the CSS module using `:global(.group):hover`. + +### Design tokens + +Check whether: + +- colors, spacing, radius, font sizes, shadows, transitions, z-index values, and similar values are hard-coded +- matching global variables or tokens already exist and should be used + +If a hard-coded value appears justified, explain why. + +### Selector, specificity, and conflicts + +Check for: + +- conflicting or redundant declarations +- unnecessary specificity or `!important` +- selectors that are too broad or too narrow +- fragile dependence on DOM structure or nesting +- overly nested selectors tightly coupled to tag structure + +Prefer selectors that are simple, intentional, low-specificity, and resilient to small markup changes. + +Decision rule: flag it if a future markup change would silently break the style, or if two declarations produce a specificity conflict with a non-obvious winner. + +### Duplication and dead code + +Check for: + +- repeated declarations or values that should share a variable or class +- repeated layout patterns across sibling components +- repeated state styles that should be consolidated +- unused classes, unreachable conditional styles, or legacy styles adding noise + +Decision rule: flag duplication only when consolidation would prevent a realistic maintenance error. Flag dead code when it is clearly unreachable or was left over from a previous implementation. + +### Layout, spacing, and responsiveness + +Check for: + +- spacing values that do not align with tokens or conventions +- fixed dimensions that harm responsiveness +- layout hacks or unnecessary absolute positioning +- arbitrary or inconsistent breakpoints +- overflow, clipping, wrapping, or alignment issues on smaller screens + +### Typography + +Check whether: + +- font sizes, weights, line heights, alignment, and wrapping are consistent with the design system +- typography is defined in the right place +- text styling is unnecessarily duplicated + +### State styling + +Check hover, focus, active, selected, disabled, expanded, collapsed, error, and loading states. + +Flag: + +- missing focus states +- inconsistent state treatment between sibling components +- inaccessible interactions (states that rely only on color) +- unclear or inconsistent state class names + +### Accessibility-related styling + +Check for: + +- poor contrast +- hidden or suppressed focus indicators +- click targets that may be too small +- overflow that hides important content +- interactions that rely only on hover with no keyboard equivalent + +### Animation and transitions + +Check whether: + +- transitions are targeted (`transition: opacity 150ms`) rather than broad (`transition: all`) +- animations or transitions are likely to cause jank or flicker + +## Constraints + +- Do not recommend dependency, framework, or library changes +- Evaluate only whether the current styling patterns are appropriate for the technologies already in use +- Do not propose redesigns — flag the concern and the impact +- Do not give generic praise +- Be direct and specific +- Do not accept "it's a simple component" as justification for skipping `.module.css` or stories +- When the same issue appears in multiple places, flag it once and note how many occurrences exist — do not list every instance individually + +## Required output format + +### Findings + +Group by severity: + +- **Critical** — broken visual output, accessibility failures, hard rule violations (missing module.css, missing stories, inline styles) +- **High** — convention violations, maintainability risks +- **Low** — cleanup, polish, optional improvements + +For each finding: file, selector or usage, what is wrong, why it matters, recommended approach (`.module.css` / Tailwind / global token). + +### Summary + +One paragraph: is the styling approach solid, or does it need rework? Note any systemic patterns (e.g., "consistent hard-coding of spacing values throughout" rather than repeating the same finding for each instance). diff --git a/docs/agent-workflows/feature-flag-gating-review.md b/docs/agent-workflows/feature-flag-gating-review.md new file mode 100644 index 0000000..337bf93 --- /dev/null +++ b/docs/agent-workflows/feature-flag-gating-review.md @@ -0,0 +1,95 @@ +# Feature Flag Gating Review + +## Purpose + +Verifies that a feature flag **fully controls the intended behavior** and supports clean rollback — no bypassed call sites, no partial gating, no hidden dependencies that prevent the flag from acting as a true on/off switch. + +**Does not:** review general code quality, correctness of implementation outside flag gating, CSS, or test quality. Only code paths and dependencies related to the flag are in scope. General code quality is covered by `code-quality-review.md`. + +--- + +## Goal + +Verify that a feature flag cleanly separates the enabled and disabled behaviors without mixed-mode execution, bypassed call sites, or hidden dependencies. + +## Review scope + +- Review the current branch against `main` (or the confirmed target branch) +- Inspect all changed files and directly affected call sites related to the flagged behavior +- Follow the flag through providers, routes, components, helpers, and configuration that participate in the feature + +## Review priorities + +### 1. Full gating + +Check whether: + +- all relevant code paths are actually controlled by the flag +- any direct call sites bypass the flag +- providers, routes, and consumers all follow the same mode selection + +### 2. Rollback integrity + +Check whether: + +- turning the flag off restores the previous behavior cleanly +- turning the flag on activates only the new behavior +- the code avoids partial transitions where both flows remain active + +### 3. Dependency completeness + +Check whether the flagged behavior also depends on: + +- env vars +- routes +- auth flows +- provider configuration +- hidden side effects or background sync + +Flag any dependency that prevents the flag from being a true switch. + +### 4. Mixed-mode risks + +Check for: + +- old and new APIs both being callable in the same mode +- stale UI messaging +- route availability that does not match runtime mode +- fallback logic that activates the wrong flow + +## Constraints + +- Do not speculate beyond what can be confirmed in the code +- Do not propose broad redesigns +- Keep recommendations limited to the minimal corrections needed for complete gating + +## Required output format + +### Flag summary + +State: + +- the flag under review +- what behavior should happen when it is on +- what behavior should happen when it is off + +### Confirmed blockers + +For each blocker, include: + +- file +- code path or behavior affected +- why the flag does not fully control it +- minimal fix needed + +### Confirmed non-blockers + +List any reviewed areas that are correctly gated so the review is explicit about what is already safe. + +### Verdict + +State one of: + +- Flagging is complete +- Flagging is mostly complete with minor fixes +- Flagging is incomplete and blocks clean rollback diff --git a/docs/agent-workflows/feature-implementation-planning.md b/docs/agent-workflows/feature-implementation-planning.md new file mode 100644 index 0000000..71f5322 --- /dev/null +++ b/docs/agent-workflows/feature-implementation-planning.md @@ -0,0 +1,46 @@ +# Feature Implementation Planning + +## Purpose + +Produces a **structured implementation plan before any code is written** for non-trivial features or integrations — covering scope, schema changes, a complete file manifest, implementation order, integration points, and verification steps. Ensures scope and approach are explicit and agreed before work begins. + +**Does not:** write code, make implementation decisions, or review existing code. This workflow produces a plan only. Use it for planning-heavy work — do not treat it as a requirement for every small or isolated fix. + +--- + +## Before planning + +**Confirm tracking (optional).** Before producing the plan, ask whether there is a GitHub issue or ticket to reference. Record it in the plan header if provided. Do not block planning if there is none. + +--- + +## Goal + +Create a clear implementation plan before code is written so the scope, file impact, and verification steps are explicit. + +## Plan contents + +Include: + +1. Context — why the change is being made +2. Backend API changes — new or changed FastAPI routes, request/response shapes, env vars in `backend/.env` +3. Complete file manifest — every new or changed file, grouped by category +4. Implementation order — phased sequence of work +5. Integration points — where the new code connects to existing systems +6. Verification — how the change will be validated end to end + +## File manifest guidance + +Group files by category such as: + +- backend routers and services (`backend/services/`) +- types files (frontend `types.ts`, backend Pydantic models if used) +- frontend API client modules (`lib/api.ts` or feature `lib/`) +- presentational components + containers + `*.module.css` + `*.stories.tsx` +- App Router pages (`app/`) +- tests (when test runner exists) +- docs (`backend/README.md`, `frontend/AGENTS.md` if conventions change) + +## Usage + +Use this workflow for planning-heavy work. Do not treat it as a requirement for every trivial edit or small isolated fix. diff --git a/docs/agent-workflows/figma-design-to-code.md b/docs/agent-workflows/figma-design-to-code.md new file mode 100644 index 0000000..c6d8360 --- /dev/null +++ b/docs/agent-workflows/figma-design-to-code.md @@ -0,0 +1,119 @@ +# Figma Design to Code + +## Purpose + +Guides **implementation of UI from a Figma design** — extracting designs via MCP tools, adapting reference code to the Interview Coach frontend stack, mapping design tokens to `app/globals.css`, and verifying component compliance before marking work complete. + +**Does not:** review existing code, perform standalone CSS review, or assess code quality independently of a design task. Styling and component standards are defined in `frontend/AGENTS.md` and `css-and-component-standards-review.md` — this workflow references those standards rather than restating them. + +--- + +Use this workflow when implementing UI from a Figma design, extracting design tokens, or auditing a component against its Figma spec. + +## Access + +- **Token:** `FIGMA_PERSONAL_ACCESS_TOKEN` (or the env var your Figma MCP server expects) — set locally or via your agent secrets; never commit tokens. +- **Design file:** Use the file key and node id from the Figma URL the user provides. This project does not ship a canonical design-system file key in-repo. +- **MCP server:** Prefer Figma MCP tools over direct REST when both can accomplish the task. +- **Token verification:** Before starting, confirm the token works (`GET https://api.figma.com/v1/me` with `X-Figma-Token`, or the MCP equivalent). If access fails, stop and ask the user to confirm project access. + +## Getting a node ID from a Figma URL + +``` +figma.com/design/:fileKey/:fileName?node-id=:nodeId +``` + +Convert `-` to `:` in the node ID (e.g. `123-456` → `123:456`). + +FigJam: `figma.com/board/:fileKey/...` — use `get_figjam`. + +## Preferred tools + +| Tool | When to use | +| ---------------------- | -------------------------------------------------------- | +| `get_design_context` | Primary — code, screenshot, hints for a node | +| `get_screenshot` | Visual reference only | +| `get_metadata` | Hierarchy and component names | +| `get_variable_defs` | Design tokens and variables | +| `search_design_system` | Reusable components in connected libraries (if any) | +| `get_code_connect_map` | Existing Figma → codebase mappings | + +REST fallback: `https://api.figma.com/v1/` with `X-Figma-Token` when MCP cannot complete the task. + +## Design-to-code workflow + +### Before you start — Code Connect + +If the user’s file has Code Connect mappings, use `get_code_connect_map` and prefer mapped codebase components over generated markup. + +### Step 1 — Get the design + +Start with a specific component or section node, not an entire page when possible. + +For large frames: `get_metadata` first, then targeted `get_design_context` per child. + +### Step 2 — Adapt reference code to Interview Coach + +The MCP reference output is generic React + Tailwind. Before implementing: + +- [ ] Tailwind v4 class names match patterns in existing `app/` components +- [ ] Replace inline styles with Tailwind utilities or `ComponentName.module.css` +- [ ] Imports use `@/` mapped to the frontend root (e.g. `@/app/components/...`) +- [ ] Recording/scorecard UI uses presentational components with mock-friendly props for Storybook +- [ ] No backend secrets in client code; API calls go through the FastAPI client module + +There is no shared `app/components/ui/` library yet — reuse existing components in the branch or create new ones with `.module.css` + `.stories.tsx` per `frontend/AGENTS.md`. + +### Step 3 — Map design tokens + +Map Figma variables to CSS variables in `app/globals.css`. Do not hard-code raw hex/spacing when a token exists. Flag gaps to the user. + +### Step 4 — Component inventory + +Present before coding: + +- **Reuse:** existing components in the branch +- **Create:** new files (tsx, module.css, stories) +- **Tokens:** Figma variable → project CSS variable +- **Assets:** icons/images for `public/` + +Wait for user confirmation when reuse vs new component is ambiguous. + +### Step 5 — Implement + +Follow `frontend/AGENTS.md` and `css-and-component-standards-review.md` for file layout, Storybook states (recording, processing, scorecard, errors), and presentational/container split. + +**Responsive:** Ask how breakpoints should behave; do not infer from fixed-width Figma frames. + +**Assets:** Export via Figma image API or MCP; save under `public/`; use `next/image` for raster assets. + +### Step 6 — Visual verification + +Compare rendered UI to `get_screenshot` output; note spacing, type, and color drift. + +### Step 7 — Compliance check + +Confirm each new component has `module.css` (when styled) and `stories.tsx` with named states and mock data. + +## Design audit workflow + +1. `get_screenshot` for the Figma node +2. Screenshot of the live component +3. List discrepancies (node id, expected vs actual) +4. Minimal fix in module CSS or Tailwind — no unrelated redesign + +## Output format + +- Figma file key and node id +- Tools used and Code Connect hits/misses +- Component inventory +- Adapted code (not raw MCP dump) +- Story list for new UI +- Token mapping table + +## Completion checklist + +- [ ] Tokens mapped to `globals.css` variables — no stray magic numbers in JSX/module CSS +- [ ] All meaningful visual states have Storybook stories with mock data +- [ ] No inline `style` in product JSX +- [ ] New components have `.module.css` when they own styles and `.stories.tsx` when they have visual states diff --git a/docs/agent-workflows/manual-qa-checklist-generator.md b/docs/agent-workflows/manual-qa-checklist-generator.md new file mode 100644 index 0000000..5911b57 --- /dev/null +++ b/docs/agent-workflows/manual-qa-checklist-generator.md @@ -0,0 +1,68 @@ +# Manual QA Checklist Generator + +## Purpose + +Generates a **practical, scoped manual testing checklist** based on the current branch diff — preconditions, primary success-path scenarios, edge cases, and mode-dependent checks. Produces a guide a developer or reviewer can run by hand. + +**Does not:** automate testing, run test commands, review code quality, or produce a comprehensive test plan. Scope is strictly manual verification of the changed behavior — automated test quality is covered by `test-suite-quality-review.md`. + +--- + +## Goal + +Produce a practical QA checklist that a developer, reviewer, or tester can run manually after a change. + +## Scope + +- Base the checklist on the current branch diff and the affected behavior +- Cover only meaningful user-visible, route-level, or integration-level scenarios +- Prefer a short list of high-value checks over exhaustive coverage + +## What to include + +### 1. Preconditions + +State any setup needed before testing, such as: + +- required environment variables (`backend/.env` keys, `NEXT_PUBLIC_API_URL`) +- feature flags or env toggles +- backend running at `http://localhost:8000` with emotion model loaded (first run downloads weights) +- frontend at `http://localhost:3000` +- sample audio file or browser mic permission for recording flows + +### 2. Primary scenarios + +Include the core success-path checks that confirm the change works as intended. + +### 3. Failure or edge scenarios + +Include only the failure or edge cases that are realistic and relevant to the changed behavior. + +### 4. Mode-dependent checks + +If the change depends on feature flags, environments, or auth modes, include separate checks for each meaningful mode. + +## Constraints + +- Do not generate generic QA steps unrelated to the diff +- Do not include low-value or purely theoretical checks +- Do not expand into a full test plan unless explicitly requested + +## Required output format + +### Setup + +- short list of required preconditions + +### Verification checklist + +Use numbered steps. + +Each step should include: + +- the action +- the expected result + +### Optional follow-up checks + +Include only if there are a few additional useful sanity checks that are clearly lower priority than the main checklist. diff --git a/docs/agent-workflows/pre-merge-full-review.md b/docs/agent-workflows/pre-merge-full-review.md new file mode 100644 index 0000000..6b86553 --- /dev/null +++ b/docs/agent-workflows/pre-merge-full-review.md @@ -0,0 +1,695 @@ +# Pre-Merge Full Review + +## Purpose + +Orchestrates **all review phases in sequence**, pausing after each for explicit user approval before proceeding. Covers branch change impact, code quality, CSS/component standards, test suite quality, and feature flag gating. Always concludes with a mandatory PR-description decision — generation can be declined, but the decision is never skipped. + +**Does not:** perform any review logic itself — it reads and delegates to the individual workflow files. Each sub-workflow can still be invoked independently for targeted reviews. This workflow is the right entry point when a developer wants a complete pre-merge review without manually coordinating the individual workflows. + +--- + +## Output formatting rule (applies to every response in this workflow) + +All structured blocks — Session State, Gate Blocks, Coverage Reports, Phase prompts, and the Start Prompt — must be rendered as **formatted markdown** (headers, bold labels, bullet lists). Never wrap these blocks in triple-backtick code fences. Code fences make them harder to read in chat and defeat the purpose of structured output. + +--- + +## Rules of engagement (read every time, re-read at every gate) + +These rules govern the entire workflow. They are not suggestions. Re-read them at the start of every phase. + +### Rule 1: One phase per response. No exceptions. + +A single response covers exactly one phase. After presenting that phase's findings, the response ends with the Gate Block (see below) and stops. The next phase does not begin until the user replies with an explicit go-ahead. + +Violations include: running two phases back-to-back, "previewing" the next phase, summarizing findings across phases before the user has gated each one, or generating the PR description before Phase 6 has been gated. + +### Rule 2: You are the safety net, not the permission slip. + +When the workflow identifies a real issue, the default is **fix it before merge**. You do not: + +- Suggest fixing it "in a follow-up PR" +- Suggest "shipping as-is and addressing later" +- Label issues as "optional," "nice-to-have," or "minor enough to defer" +- Frame the gate question as "do you want to address any of these?" — that wording invites skipping + +The correct framing at every gate is: **"Here are the issues. I'll fix all of them unless you explicitly waive specific ones. Which, if any, are you waiving and why?"** + +The dismissal standard (below) is the only basis for waiving an issue. Developer convenience, merge timing, and companion PRs are not bases for waiving. + +**Forbidden phrases.** Do not use any of these or their paraphrases when presenting findings or proposing actions: + +- "we can address this in a follow-up" +- "this can be deferred" +- "ship as-is" +- "fix later" +- "non-blocking" (unless the developer has explicitly classified it that way for this specific finding) +- "optional fix" +- "nice to have" +- "low priority enough to skip" + +### Rule 3: Approved-change ledger. You may not edit anything not on it. + +The moment any edit is proposed and approved, it is added to the **Approved Changes Ledger** (maintained in your responses — see the Session State Block below). Before making any file edit during this workflow, you must: + +1. Confirm the edit is on the ledger, or +2. Stop, surface the proposed edit to the user, and wait for explicit approval to add it + +Scope creep — fixing "while I'm in there," refactoring adjacent code, renaming for consistency, removing unused imports not flagged in a finding — is forbidden. If you notice something not in scope, add it as a **new finding for user decision**, not as a silent edit. + +### Rule 4: Respect intentional-behavior comments. + +Before editing any code, scan the surrounding context (at minimum: the function, class, or block containing the target, plus 10 lines above and below the edit site) for comments that explain or warn about behavior. Examples: + +- `// DO NOT REMOVE`, `// intentional`, `// keep this`, `// load-bearing` +- `// This is here because ` +- `// Workaround for ` +- JSDoc/TSDoc explaining why something is structured a particular way +- `// TODO` or `// FIXME` that explains current behavior is deliberate + +If any such comment is present near the edit site, you must: + +1. Stop before editing +2. Quote the comment to the user +3. Explain how your proposed edit interacts with what the comment describes +4. Ask explicitly: "This comment indicates the current behavior is intentional. Should I still proceed with the edit?" +5. Wait for explicit confirmation + +Ignoring or "interpreting around" such comments is a Rule 4 violation. When in doubt, surface and ask. + +### Rule 5: Re-read before re-editing. + +After any edit to a file, your prior view of that file is stale. Before making another edit to the same file, re-read it. Before continuing to the next phase after any edits were made, re-read every file that was edited. + +### Rule 6: Maintain and print the Session State Block at every gate. + +At every gate (end of each phase), print the Session State Block (template below). This is how scope is tracked and how drift is prevented. + +--- + +## Session State Block (print at every gate) + +--- + +**Session State** + +**Current phase:** \ +**Phases remaining:** \ + +**Changed files in scope:** \ committed · \ staged · \ unstaged · \ untracked +**Scope exclusions:** \ + +**Approved Changes Ledger:** + +- \: \ +- _(none yet)_ + +**Deferred items:** + +- \: \ +- _(none)_ + +**Open findings awaiting decision:** + +- \ +- \ + +--- + +--- + +## Gate Block (use at the end of every phase) + +Every phase ends with a Gate Block. **Before writing anything, decide which shape applies:** + +> **Shape selection rule.** Look at the Open findings list in the Session State Block you just printed. If that list has one or more entries awaiting a decision, use Shape A. If that list is empty for any reason — no issues were found, all findings were fixed inline, all findings were waived, or any combination — use Shape B. +> +> "Open findings" means findings still awaiting a user decision _right now_. Findings that were fixed earlier in this phase are not open — they live in the Approved Changes Ledger, not in the Gate Block. A phase that started with findings and resolved all of them inline is a Shape B phase at the gate, not a Shape A phase with parenthetical filler. + +### Forbidden hybrid output + +Do not produce a Gate Block that mixes the two shapes. The following patterns are all wrong and will confuse the developer: + +- Shape A header ("Findings (must be resolved...)") with a parenthetical "(No open findings)" or "(all fixed)" placeholder where findings would go +- Shape A's "I will fix all findings above unless you waive specific ones" line when there are no findings above +- Shape A's "Tell me how you'd like to proceed" / per-finding action block when there is no finding to act on +- The "Once every finding is resolved..." line from Shape A as the only forward path when there are no findings — Shape A's resolution line presupposes there are findings to resolve; if there are none, use Shape B's natural-language confirmation instead + +If you find yourself writing any of those, stop and switch to Shape B before finishing the response. + +### Shape A — Findings present + +Use when the Open findings list in the Session State Block has one or more entries awaiting a decision. + +The Gate Block always includes (in order): the Coverage report from the deterministic floor, deterministic findings, subjective observations, then the reply prompt. Each finding (deterministic or subjective) must be presented with: + +- A clear title and description of the issue +- The exact location (file path and line range, or function/component name) +- The **recommended fix**, spelled out concretely enough that the developer can read it and know exactly what would be changed if they approve it as-is +- The **impact if not fixed** — what breaks, what regresses, or what risk remains +- For deterministic findings: the **source** (which command or pattern check produced it). For subjective observations: the label `Subjective`. +- **Behavioral dependencies** (required for any finding whose fix changes I/O, network, auth, security, or error-handling behavior): list what user-facing features currently route through the affected code path, and what external services (CDNs, APIs, third-party hosts) send requests through it. For each, state whether the recommended fix preserves their existing behavior. If any behavior would change, say so explicitly. If none identified, write "None." A fix that satisfies a security requirement but breaks a legitimate use case is not a valid fix — either rework it until both are satisfied, or surface the tradeoff as explicit options for the developer. + +--- + +**Phase \ Gate** + +**Coverage Report — Phase \** + +Deterministic checks run: + +- ``: exit \ — \ +- Pattern check ``: \ matches in changed lines — pass/fail + +Files checked: \ + +- \ + +Deterministic findings: \ · Subjective observations: \ + +--- + +**Deterministic findings** _(reproducible — same code produces same finding every run)_ + +**1. \** +Source: \ +Location: `` +Issue: \ +Recommended fix: \ +Impact if not fixed: \ +Behavioral dependencies: \ + +**2. ...** + +**Subjective observations** _(variable across runs — agent judgment, not deterministic)_ + +**3. \** +Label: Subjective +Location: `` +Observation: \ +Suggested change: \ +Why it's subjective: \ + +_(If there are no deterministic findings, omit that section and say "No deterministic findings." If there are no subjective observations, omit that section. At least one must be present or Shape B applies.)_ + +I will fix every finding above unless you waive specific ones. Tell me how you'd like to proceed — in whatever wording is natural for you. Common patterns: + +- "Apply all recommended fixes" — I'll implement every recommended fix exactly as written above. +- "Apply all deterministic, ignore subjective" — fix the reproducible ones, skip the judgment-based ones. +- "Apply the recommended fix for #1 and #3; waive #2 because \; for #4 do \ instead" +- "Apply the recommended fix for #2 but \" +- "Hold on #3, let's discuss it" +- "Waive #1 because \" + +Just be specific about which finding number you mean and what action you want. If anything is ambiguous I'll ask before doing anything. + +Once every finding has a decision I'll confirm the resolved state and ask if there's anything else before moving on to Phase \. Any plain affirmative advances; if you raise a new concern we handle that first. + +I will not proceed to the next phase until every finding has a decision and you signal you're ready. + +--- + +### Reply interpretation rules for Shape A + +When the developer replies, parse intent flexibly: + +- **Numbers refer to findings.** "#2", "2", "second one", "the auth one" all refer to the same finding when context is clear. +- **"Apply the recommended fix"** (or "as recommended", "as written", "as suggested", "yes do it") means implement the Recommended fix verbatim as presented in the gate. +- **"Apply with "** (or "but ", "except ") means implement the Recommended fix as the base, with the developer's modification layered on. If the modification conflicts with or replaces the recommendation, surface the conflict and confirm before editing. +- **"Waive" / "skip" / "leave it"** with a stated reason means add to the Deferred items list. If no reason was given for a deterministic finding, ask for one before deferring — the dismissal standard requires it. Subjective observations may be waived without a reason. +- **"Discuss" / "talk about" / "let's look at"** means pause on that finding; do not edit it, and do not advance the gate until it's resolved. +- **"Fix all" / "do them all" / "apply everything"** means apply every Recommended fix verbatim (deterministic and subjective). Before editing, list back what you're about to do so the developer has a chance to catch a misinterpretation. +- **"Apply all deterministic, ignore subjective"** (or similar) means fix all deterministic findings as written, and treat all subjective observations as waived (no reason required). +- **Ambiguous replies** ("fix it", "yeah do that", "ok") when multiple findings are open: ask which finding(s) and which action. Do not guess. + +When you're about to edit, briefly state what you'll do per finding before doing it — one sentence each is enough. This catches misunderstandings before code changes hands. + +### Shape B — No open findings + +Use when the Open findings list in the Session State Block is empty. This includes: clean passes with no findings discovered, phases where all findings were fixed inline, phases where all findings were waived, or any mixture. The Approved Changes Ledger and Deferred items list above the gate already record what happened — the gate itself does not re-litigate it. + +The Coverage report still appears even in Shape B — reproducibility doesn't depend on whether findings exist. + +--- + +**Phase \ Gate** + +**Coverage Report — Phase \** + +Deterministic checks run: + +- ``: exit \ — \ + +Files checked: \ + +- \ + +Deterministic findings: 0 · Subjective observations: 0 +_(or: Deterministic findings: 0 (3 fixed inline) · Subjective observations: 2 (all waived))_ + +--- + +Phase \ is complete. \ + +Is there anything else you'd like to address in this phase before I move on to Phase \? If not, just say so (or "go", "next", "looks good", or anything similar) and I'll proceed. + +--- + +**How to interpret the reply.** Any plain affirmative or move-along reply ("no", "nope", "go", "next", "proceed", "looks good", "all good", "ok", "yes move on", a thumbs-up, etc.) advances to Phase N+1. If the developer raises something — a question, a concern, a new issue, a request to revisit a resolved item — handle that first; do not advance until the developer signals they are done with this phase. If the reply is ambiguous, ask a clarifying question; do not assume advance. + +After printing the Gate Block, the response ends. Do not add anything after it. + +--- + +## Dismissal standard + +Before any finding across any phase is waived as "intentional," "by design," or "addressed by a companion PR," apply this test: + +> **If this branch merged to production right now, unaccompanied by any other PR, would this finding cause a crash, data loss, or incorrect behavior for a real request?** + +If yes, the finding cannot be waived — it must be fixed on this branch. Merge order and companion PRs are not a valid basis for shipping a crash. This applies even when the user and reviewer agree the finding is "expected" or "temporary." + +If the user attempts to waive a finding that fails this test, push back once with the test result, then defer to the user's final call but record the override in the Deferred items list with the verbatim reason given. + +--- + +## Deterministic floor (applies to every phase) + +Variance between runs is the enemy. Two runs of this workflow against the same code must produce the same deterministic findings, even if their subjective observations differ. The way we achieve this: every phase has a **deterministic floor** that is executed mechanically, and a **subjective layer** that is clearly labeled as variable. + +### What "deterministic" means here + +A deterministic check is one where the same code in produces the same finding out, run after run. Concretely: + +- **Command output checks.** Run a tool (compiler, linter, test runner, formatter, type checker), capture exit code and output. Non-zero exit → automatic finding. Specific output patterns → automatic finding. +- **Grep-style pattern checks.** Search the diff for specific tokens or patterns (e.g., `console.log`, `TODO`, `// @ts-ignore`, `any` types in changed lines). Match → automatic finding. +- **Structural checks.** File X exists / does not exist, file matches schema, import graph satisfies a rule. Pass/fail is mechanical. + +A subjective observation is anything else: "this could be cleaner," "consider extracting this," "the naming is unclear," "this pattern feels fragile." These are valuable but not reproducible across runs. + +### Required floor for every phase + +At the start of every phase, before any subjective review begins, the agent must: + +1. **Execute the phase's deterministic checks** (the sub-workflow doc for that phase defines its specific commands and patterns — see "Phase deterministic check list" below for the minimum each phase must include). +2. **Capture results verbatim.** Exit codes, command output, pattern match locations. No paraphrasing. +3. **Convert results to findings using the conversion rules** in this section. Don't editorialize about whether a deterministic finding is "really" important — if the rule says it's a finding, it's a finding. + +Only after the deterministic floor is complete may the agent add subjective observations. + +### Conversion rules: command output → finding + +- **Exit code non-zero** for a required command → finding. Title: " failed". Recommended fix: address the specific errors in the output, listed verbatim. +- **Test failure** → one finding per failing test. Title: test name. Recommended fix: the assertion that failed and what would make it pass. +- **Lint error** (not warning) → finding. Title: rule name + count. Recommended fix: per the rule's standard remediation. +- **Type error** → finding. Title: file + line + error code. Recommended fix: as the compiler suggests, or if no suggestion, the specific type mismatch to resolve. +- **Lint warning** → subjective observation, not finding (unless the project's lint config treats warnings as errors — check `.eslintrc` / equivalent). +- **Pattern match** (e.g., new `console.log` in diff, new `any` type, new `// @ts-ignore`) → finding. Title: pattern + count + locations. + +### Phase deterministic check list (minimum required) + +Each phase's sub-workflow doc may add more, but at minimum every phase runs these: + +**Phase 1 — Branch change impact audit:** + +- `git diff --stat origin/main...HEAD` plus the three uncommitted-state commands from "Before starting" (already enumerated; this is just a re-check that scope hasn't drifted). +- No subjective layer in Phase 1 unless the sub-workflow doc specifies one. + +**Phase 2 — Code quality review:** + +- `tsc --noEmit` (or project's type-check command — read from `package.json` scripts). +- `eslint ` (or project's lint command, scoped to changed files only). +- `prettier --check ` if the project uses prettier. +- Pattern check on changed lines only: + - New `console.log`, `console.error`, `console.warn` not gated by debug flag → finding. + - New `// @ts-ignore`, `// @ts-expect-error`, `// eslint-disable-*` without a comment explaining why → finding. + - New `any` types in TypeScript files → finding (unless project conventions in `frontend/AGENTS.md` say otherwise). + - New `TODO`, `FIXME`, `XXX` comments → subjective observation (variable severity). + - New `fetch(` calls in non-test source files: grep the surrounding call site (within ~5 lines) for `signal:`. If absent → finding. Title: "fetch without abort signal". Recommended fix: add an `AbortController` with an appropriate timeout and pass `signal: controller.signal`. Impact if not fixed: a slow or hung upstream can hold the server request open until the platform timeout. Exception: calls inside test files, or calls where the surrounding function signature already accepts and threads a signal from the caller. +- Build the project if a build command exists (`pnpm build` or equivalent). Build failure → finding. + +**Phase 3 — CSS and component standards:** + +- The project's CSS lint (`stylelint` or equivalent) if configured → findings on error. +- Pattern check: new inline styles in JSX/TSX where the project uses CSS modules → finding. +- Pattern check: hardcoded colors, hardcoded spacing values where the project has tokens → finding. +- Pattern check: any `@apply` line in changed `.module.css` files containing `group-hover:`, `group-focus:`, or `peer-` anywhere in its token list → **critical finding (broken visual output)**. `@apply` with parent-context Tailwind variants does not produce correct cross-element selectors in CSS modules. Replace with `:global(.group):hover .className { ... }`. +- Pattern check `group-hover:` / `peer-hover:` / other parent-context variants in JSX `className` values in changed `.tsx`/`.jsx` files → finding (convention violation — use `:global(.group):hover` in the CSS module instead). +- Specific patterns the sub-workflow doc lists. + +**Phase 4 — Test suite quality:** + +- Run tests when configured: `pnpm test -- ` from `frontend/` if `package.json` defines a `test` script; otherwise record "tests not configured — skipped". Failure → finding per failing test. +- Run the full test suite if any source file (not test file) changed in a way that could affect untouched tests. Failure → finding. +- Coverage check on new components/services if the project has a coverage threshold: report new code with no test → finding. +- Pattern check: new `.skip`, `.only`, `xit`, `xdescribe` in changed test files → finding. + +**Phase 5 — Feature flag gating:** + +- Pattern check: every new code path gated by a flag must have the flag-off behavior verifiable in code (grep for the flag identifier, confirm an else branch or early return exists) → finding if not. +- Pattern check: new flag identifiers must appear in the flag registry/config → finding if missing. +- Specific patterns the sub-workflow doc lists. + +**Phase 6 — PR description:** + +- No deterministic checks; this phase produces a document. Skip the floor. + +### Required output: Coverage report (in every phase's Gate Block) + +Every phase that has a deterministic floor must include a **Coverage report** block immediately before the Gate Block. The Coverage report is the reproducibility proof. Same code in, same coverage report out. + +--- + +**Coverage Report — Phase \** + +Deterministic checks run: + +- ``: exit \ — \ +- Pattern check ``: \ matches in changed lines — pass/fail + +Files checked: \ + +- \ + +Deterministic findings: \ · Subjective observations: \ + +--- + +If two runs of the same phase against the same code produce different Coverage reports, that is a workflow bug to report — not normal variance. + +### Subjective observations: how to present them + +Subjective observations go in their own section after the deterministic findings in the Gate Block, using the **Subjective observations** bold header shown in the Shape A template above. + +Subjective observations follow the same fix/waive/discuss reply pattern as deterministic findings, but the developer should treat them as "things this run noticed" rather than "things every run will catch." The label is the honest acknowledgment that another run might surface different ones. + +If a subjective observation is something the developer wants to harden into a deterministic check for future runs, note that — it can become a new pattern check or lint rule. That's how the floor grows over time. + +### What to do when a command isn't available + +If a required deterministic command isn't configured in the project (e.g., no `prettier`, no test script), the agent must: + +1. Note in the Coverage report: `: not configured — skipped`. +2. Surface this in Phase 1's audit as a workflow gap, not as a phase finding. +3. Continue with the remaining floor. + +Skipping a command silently is forbidden. Every required check must appear in the Coverage report with either a result or an explicit "not configured" notation. + +--- + +## Edit protocol (applies any time you modify a file during this workflow) + +Whenever the user has approved a fix and you are about to edit a file: + +1. Confirm the edit is on the Approved Changes Ledger. If not, stop and get approval first. +2. Re-read the target file (or relevant section) if you have not done so since the last edit to it. +3. **For any finding whose fix changes I/O, network, security, auth, or error-handling behavior:** Before touching the file, answer in writing: (a) What user-facing features currently flow through this code path? (b) What external services (CDNs, APIs, third-party hosts) send requests through it, and what behavior do they rely on (redirect following, specific headers, error codes, etc.)? (c) Does the approved fix preserve that behavior? If the answer to (c) is "no" or "unsure," stop — surface the conflict to the developer with explicit options before editing. Do not proceed on the assumption that the security fix takes precedence; that is a tradeoff for the developer to make. +4. Scan for intentional-behavior comments per Rule 4. Surface any you find and wait for confirmation. +5. Make only the approved edit. Do not bundle in adjacent improvements. +6. **Review the new code before reporting it done.** After making the edit, re-read every line you just wrote as if you were reviewing a colleague's code — not code you wrote: + - Would you flag any of these lines in a Phase 2 review? If yes, surface it as a new finding. + - Does the fix enforce its intended invariant at every layer the call path touches — not just the layer you edited? (If you changed a DB query, do all callers handle the new return value correctly? If you added a guard, do all branches after the guard also behave correctly?) + - If `pnpm test` exists, run `pnpm test -- --findRelatedTests ` for frontend edits. If any test fails, treat it as a new finding and fix it now. If no test script exists, run `pnpm typecheck` and `pnpm lint` on touched frontend files instead. + - If you discover a problem while reviewing your own fix, add it to the Open findings list. Do not silently edit it under the existing approval. +7. After the edit, report what you changed using the post-edit report shape below. +8. Re-read the file before any further edit to it. + +### Post-edit report shape + +After making an edit, your report has exactly these elements and nothing else: + +- **Changed:** one or two sentences naming the file and what was changed. Concrete, not abstract ("Added `openGraph` and `twitter` stubs to the leaderboard and pokedex cases in `app/share/lib.tsx`") — not vague ("Fixed Finding 3"). +- **New findings noticed while editing (if any):** numbered list of specific adjacent issues, each as a real finding with a recommended fix. These are added to the Open findings list for the current phase and will appear in the next Gate Block. +- Nothing else. In particular, do not include vague closing notes about what you did _not_ change. The Approved Changes Ledger already records what was edited; readers can infer what wasn't. + +#### Forbidden post-edit notes + +Do not produce a report that ends with vague unscoped statements about untouched code, such as: + +- "What was not changed: adjacent code in all three files." +- "I left the rest of the file alone." +- "Adjacent code was not modified." +- "Other code in these files remains untouched." + +These read as incomplete thoughts and invite the developer to wonder what you saw but didn't say. If you saw something adjacent worth mentioning, name it as a new finding with a specific location and recommended fix. If you didn't see anything adjacent worth mentioning, say nothing about adjacent code at all. + +The principle: silence is the default for unchanged code. Speak about adjacent code only when you have a specific, actionable finding to surface. + +--- + +## Before starting + +1. Read `frontend/AGENTS.md` and the root [README.md](../../README.md) to load conventions, hard rules, and architecture. + +2. **Optional issue reference.** If the branch or commits reference a GitHub issue (e.g. `#12` in the branch name), record it for Phase 6 (PR description). No fixed Jira prefix is required for this project. + +3. **Enumerate all changed files in the worktree — committed and uncommitted.** A pre-merge review must cover everything that would land on `main` if this branch were merged right now, including work the developer has not yet committed. Run all four of the following and union the results: + + ``` + # Committed on this branch but not on main + git diff --name-only origin/main...HEAD + + # Staged for commit but not yet committed + git diff --name-only --cached + + # Modified in the working tree but not staged + git diff --name-only + + # New files not yet tracked by git + git ls-files --others --exclude-standard + ``` + + Build a single deduplicated list of file paths from the union of these four. For each file, also record its state(s) — a file may appear in more than one (e.g., committed earlier on the branch _and_ further modified uncommitted). State labels to use: + - `committed` — present in the three-dot diff against `origin/main` + - `staged` — present in `--cached` + - `unstaged` — present in the plain `git diff` + - `untracked` — present in `ls-files --others` + +4. **Surface the worktree state to the developer before starting.** Present the file list grouped by state, for example: + + ``` + Changed files on this branch (committed + uncommitted): + + Committed (12): + - path/to/file-a.ts + - ... + + Staged, not committed (2): + - path/to/file-b.tsx + - ... + + Unstaged changes (3): + - path/to/file-c.module.css (also: committed) + - ... + + Untracked (1): + - path/to/new-file.ts + ``` + + This list drives scope for every phase below — all four categories are in scope, not just committed work. Annotate files that appear in multiple states so the developer can see them at a glance. + +5. **Print the start prompt — one question, clear default.** After the file list, end your response with the start prompt in exactly this shape (formatted markdown, not a code block): + + *** + + **Default plan:** + - Scope: all \ files above (committed + staged + unstaged + untracked) — this is what would land on `main` if you committed and merged right now. + - Phases that will run: \ + - Phase 6 (PR description decision) is mandatory; generation can be declined. + + To start with the default plan, just say **"go"** (or "yes", "start", "proceed", or anything similar). + + To adjust before starting, tell me what to change. Examples: + - "Exclude these files: \" — limit scope + - "Committed only" — review only the committed files + - "Skip Phase 4" — don't run a specific phase + + *** + + After printing this, the response ends. Do not add additional questions, side-notes, or commentary after the end of the start prompt. + +6. **Once the developer replies:** print the initial Session State Block reflecting the agreed scope and phase plan (Approved Changes Ledger and Deferred items will be empty; Scope exclusions reflect whatever the developer specified, or "none"). Then begin Phase 1 in the same response. Do not ask another "Ready to begin?" question — the start prompt already covered that. + +### No stacked questions + +Whenever you print a structured prompt (start prompt, Gate Block, Phase 6 prompt), it is the only question in that response. Do not append additional questions, observations that imply a decision, or "by the way" notes that invite a separate reply. + +Specifically forbidden: + +- "Note: the changes include — let me know if you want to handle that differently." (Stacks a second decision on top of the structured prompt.) +- "Also, should I ?" (Adds a second question.) +- "One thing to flag: ." with no clear action — leaves the developer wondering whether to respond to it. + +If you notice something that genuinely warrants attention, either fold it into the structured prompt as a specific option, or hold it and surface it as a finding inside the relevant phase. Do not let it dangle alongside a gate question. + +### Mid-review worktree changes + +The worktree is a moving target. If at any point during the review the developer indicates they have made additional changes (commits, edits, new files), or if significant time has passed since enumeration, re-run the four enumeration commands and surface any new files or new states. Newly discovered changes are added to scope and reviewed in whichever phase they belong to — they are not skipped because enumeration "already happened." + +If a file in the Approved Changes Ledger is found to have additional uncommitted modifications you did not make, stop and ask the developer about them before continuing — those changes are not approved and may conflict with the approved fix. + +--- + +## Phase execution order (applies to Phases 1–5) + +Every phase that has a deterministic floor executes in this order, every run, no exceptions: + +1. **Run the deterministic floor for this phase.** Execute every command and pattern check from the "Phase deterministic check list" section above. Capture results verbatim. +2. **Read the sub-workflow doc** and run any additional checks it specifies. Treat any commands or pattern checks it adds as additional deterministic items in the Coverage report. +3. **Subjective layer.** After deterministic checks are complete, the agent may add subjective observations. Each must be labeled `Subjective` with a "Why it's subjective" line per the Shape A template. +4. **Build the Coverage report** from the captured results. +5. **Build the Gate Block** (Shape A if any findings or observations remain awaiting decision, Shape B if none — see Gate Block section for the selection rule). +6. **Print:** the phase narrative (brief — what the agent did, not editorialized), the Session State Block, then the Gate Block (which includes the Coverage report). Stop. + +If any of steps 1–4 are skipped, the phase output is invalid and must be redone before the gate is presented. + +--- + +## Phase 1 — Branch change impact audit (`branch-change-impact-audit.md`) + +Always run. Establishes the scope and intent of the branch before any other review begins. + +1. Run the Phase 1 deterministic floor (see Phase deterministic check list above). +2. Read `docs/agent-workflows/branch-change-impact-audit.md` in full and run the branch audit it defines. +3. Add subjective observations only if the sub-workflow doc calls for them. +4. Print phase narrative + Session State Block + Gate Block (with Coverage report). Stop. + +Note: if feature flag changes are detected during Phase 1, the branch audit workflow will ask the user whether to run the feature flag gating review inline. If the user accepts, that review runs as part of Phase 1 and Phase 5 will be skipped (record this in the Session State Block). + +## Phase 2 — Code quality review (`code-quality-review.md`) + +Always run. Apply to all changed `.ts`, `.tsx`, `.js`, and `.jsx` files. + +1. Run the Phase 2 deterministic floor: type-check, lint, prettier (if configured), build (if configured), and the pattern checks listed in the Phase deterministic check list section. Capture every command's exit code and relevant output. +2. Read `docs/agent-workflows/code-quality-review.md` in full and run any additional checks it defines, treating them as additional deterministic items. +3. Only after the deterministic floor is complete, add subjective observations (naming, structure, suggested refactors, etc.) — each labeled `Subjective`. +4. Print phase narrative + Session State Block + Gate Block (with Coverage report). Stop. + +Note: at the end of Phase 2, the code quality review may ask whether to run the CSS and component standards review. If the user accepts, that review runs as part of Phase 2 and Phase 3 will be skipped (record this in the Session State Block). + +## Phase 3 — CSS and component standards review (`css-and-component-standards-review.md`) + +If the CSS review was already completed during Phase 2, print the Session State Block, tell the user "Phase 3 already completed during Phase 2 — see CSS review output above," and ask if they are ready to move to Phase 4. Stop. + +Otherwise, run if any of the following are in the changed file list: + +- `.module.css` files +- `.tsx` or `.jsx` component files +- `.stories.tsx` files + +If not applicable, print the Session State Block, tell the user "Phase 3 skipped — no component or styling changes," and ask if they are ready to move to Phase 4. Stop. + +Otherwise: + +1. Run the Phase 3 deterministic floor (stylelint if configured, inline-style pattern check, hardcoded-color/spacing pattern check). +2. Read `docs/agent-workflows/css-and-component-standards-review.md` in full and run additional checks it defines. +3. Add subjective observations after deterministic checks, each labeled `Subjective`. +4. Print phase narrative + Session State Block + Gate Block (with Coverage report). Stop. + +## Phase 4 — Test suite quality review (`test-suite-quality-review.md`) + +Run if any of the following are true: + +- Any `.test.ts` or `.test.tsx` files are in the changed file list +- New components or services were introduced (check whether tests were added or are missing) + +If not applicable, print the Session State Block, tell the user "Phase 4 skipped — no test changes and no new components or services detected," and ask if they are ready to move to Phase 5. Stop. + +Otherwise: + +1. Run the Phase 4 deterministic floor: test suite scoped to changed test files, full suite if source files changed, coverage check on new components/services, pattern check for `.skip` / `.only` / `xit` / `xdescribe`. +2. Read `docs/agent-workflows/test-suite-quality-review.md` in full and run any additional checks it defines. +3. Add subjective observations after deterministic checks (test naming, assertion quality, missing edge cases), each labeled `Subjective`. +4. Print phase narrative + Session State Block + Gate Block (with Coverage report). Stop. + +## Phase 5 — Feature flag gating review (`feature-flag-gating-review.md`) + +If the feature flag review was already completed during Phase 1, print the Session State Block, tell the user "Phase 5 already completed during Phase 1 — see flag review output above," and ask if they are ready to move to Phase 6. Stop. + +Otherwise, run if any file references feature flags or env-gated behavior (`featureFlag`, `featureGate`, `NEXT_PUBLIC_*` toggles, or similar). + +If not applicable, print the Session State Block, tell the user "Phase 5 skipped — no feature flag changes detected," and ask if they are ready to move to Phase 6. Stop. + +Otherwise: + +1. Run the Phase 5 deterministic floor: flag-off-path verifiability check (grep for flag identifier, confirm else branch exists), new-flag-in-registry check. +2. Read `docs/agent-workflows/feature-flag-gating-review.md` in full and run any additional checks it defines. +3. Add subjective observations after deterministic checks, each labeled `Subjective`. +4. Print phase narrative + Session State Block + Gate Block (with Coverage report). Stop. + +--- + +## Documentation accuracy phase (when included) + +When a docs review phase is added (e.g. reviewing an integration doc, architecture doc, or status doc), perform two distinct checks: + +1. **Factual accuracy** — function names, file paths, table entries, and behavioral claims match the actual code in the diff and on `main`. +2. **PR-scoping accuracy** — for every file or feature marked ✅ FUNCTIONAL (or equivalent "works post-merge" claim), verify it either (a) appears in this PR's diff, or (b) is explicitly attributed to a named companion PR within the document itself. Any ✅ FUNCTIONAL claim that fails both tests is an inaccuracy and must be corrected or annotated. + +Treat documentation inaccuracies as Phase findings under the rules above — fix by default, waiver requires explicit reason. + +--- + +## Phase 6 — PR description (`pull-request-description-generator.md`) + +**Mandatory step. Always ask. Never skip the decision.** This is a pre-merge workflow; the PR-description decision is part of the required flow. The developer may decline generation, but you may not assume they don't want it and you may not end the workflow without an explicit generate-or-skip reply. + +After Phase 5 has been gated (or skipped), your response is the Phase 6 prompt in exactly this shape (formatted markdown, not a code block): + +--- + +**Phase 6 — PR Description** + +All review phases are complete. The PR-description decision is mandatory. By default, I will generate it now unless you choose to skip it. + +**Open findings status:** + +- Fixed (on Approved Changes Ledger): \ +- Waived (on Deferred items list with reason): \ +- Unresolved: \ + +Reply with one of: + +- **"generate"** (or "yes", "go ahead", "proceed") — I'll run the PR description workflow now +- **"skip"** (or "no", "don't generate") — I'll end the workflow here without generating a PR description + +I will not generate the PR description and I will not end the workflow until you reply. + +--- + +After printing this prompt, the response ends. Stop. + +**If the user says generate:** Confirm the Unresolved count is zero. If it is not, return to the relevant phase gate and resolve those findings first — do not generate a PR description with unresolved findings. Once clear, read `docs/agent-workflows/pull-request-description-generator.md` in full and generate the PR description following that workflow exactly. + +**If the user says skip:** Acknowledge briefly, print a final Session State Block summarizing what was done, and end the workflow. Do not lobby to generate it anyway. + +**If the user does not address the Phase 6 prompt in their next message** (e.g., they reply with an unrelated question or a follow-up about an earlier finding): answer their message, then re-print the Phase 6 prompt at the end. Do not let the workflow trail off without a Phase 6 decision. + +--- + +## Failure mode self-check (run silently before sending any response) + +Before sending any response in this workflow, verify: + +- [ ] Am I covering exactly one phase in this response? (Or one gate transition / one skip notice / one edit cycle) +- [ ] Did I print the Session State Block if this response ends a phase or a gate transition? +- [ ] Did I print the Gate Block in the correct shape if this is a phase-ending response? (Shape A only when the Open findings list has entries awaiting decision; Shape B when that list is empty for _any_ reason — including "all fixed inline". Never Shape A with parenthetical "(none)" or "(all fixed)" filler where findings would go.) +- [ ] If this response contains a structured prompt (start prompt, Gate Block, Phase 6 prompt), is it the _only_ question in the response? No stacked side-questions, dangling "let me know if..." notes, or "by the way" asks that compete with the structured prompt for the developer's reply. +- [ ] If this response includes the end of Phase 5 (or a Phase 5 skip notice), did I also print the Phase 6 prompt? (Phase 6 is never skipped without an explicit user decline — it must be offered.) +- [ ] If the user has not yet given a Phase 6 decision and the workflow is otherwise complete, did I re-print the Phase 6 prompt at the end of this response? +- [ ] Did I enumerate committed _and_ uncommitted changes (all four sources) at the start, and have I re-enumerated if the developer mentioned mid-review changes? +- [ ] Am I about to make any edit not on the Approved Changes Ledger? If so, stop and ask. +- [ ] Did I check for intentional-behavior comments before any edit I'm about to make? +- [ ] If the finding I'm about to fix changes I/O, network, security, auth, or error-handling behavior: did I enumerate what user-facing features and external services currently route through this code path, and confirm the fix preserves their existing behavior? If not, do that before editing. +- [ ] After each edit: did I re-read the lines I just wrote as if reviewing a colleague's code (not my own), check that the fix enforces its invariant at every layer the call path touches, and run `pnpm test -- --findRelatedTests ` when a test script exists (otherwise typecheck/lint)? Test failures are findings — not items to defer. +- [ ] Am I using any forbidden phrases ("follow-up PR," "ship as-is," "defer," "optional fix," etc.)? +- [ ] Am I framing findings as "would you like to fix" instead of "I will fix unless you waive"? +- [ ] If this is a phase with a deterministic floor (Phases 1–5), did I actually execute every required command from the Phase deterministic check list, and did I include the Coverage report in the Gate Block with verbatim command results? +- [ ] Did I distinguish deterministic findings (with Source attribution) from subjective observations (with `Subjective` label) in the Gate Block? Subjective items must never be presented as if they were reproducible deterministic findings. +- [ ] If any required deterministic command was unavailable, did I list it in the Coverage report as "not configured — skipped" rather than silently omitting it? +- [ ] If this response presents findings in Shape A, does each finding include all four required elements (short title, location, issue description, recommended fix, impact if not fixed)? Terse one-line findings ("Missing null check — add one") are not acceptable. +- [ ] If the developer's reply was ambiguous about which finding or which action, did I ask a clarifying question instead of guessing? +- [ ] If I'm about to apply multiple fixes from a single reply, did I list back what I'll do per finding before editing? +- [ ] If this response includes a post-edit report, does it follow the required shape (concrete "Changed:" line, optional numbered new findings, nothing else) — and does it avoid vague dangling notes about untouched code ("What was not changed: adjacent code", "I left the rest alone", etc.)? + +If any check fails, fix the response before sending. diff --git a/docs/agent-workflows/pull-request-description-generator.md b/docs/agent-workflows/pull-request-description-generator.md new file mode 100644 index 0000000..1d110b7 --- /dev/null +++ b/docs/agent-workflows/pull-request-description-generator.md @@ -0,0 +1,314 @@ +# Pull Request Description Generator + +## Purpose + +Generates **PR-ready text** — a dependency declaration, a one-paragraph summary, a grouped file-by-file change list, environment variable callouts, migration notes, a change-overview table, and linked tickets — based strictly on the final diff between the current branch and its target branch (default: `main`). Output is formatted for direct paste into a GitHub PR description. + +**Does not:** review code quality, flag issues, make recommendations, or describe anything not visible in the final diff. This workflow produces output text only — it never reviews. + +--- + +## Context isolation (must happen first) + +This workflow must operate on the final diff in a clean context. Prior conversation, earlier commits, scratch work, or discussion of approaches that were tried and abandoned must not influence the output. PR reviewers see only the final diff and have no knowledge of what came before — describing anything they cannot see in the diff creates confusion. + +Before doing anything else: + +1. **Discard prior context.** Do not reference, recall, or carry forward any information from previous turns in the conversation, including code that was discussed, written, or revised earlier. Treat the final diff as the only source of truth. +2. **Re-fetch the diff fresh** between the current branch and the confirmed target branch. Do not rely on a diff that was viewed earlier in the conversation — pull it again now. +3. **If you find yourself about to mention something** (a file, function, variable, behavior, design choice) verify it is present in the freshly fetched final diff. If it is not in the diff, it does not exist for the purposes of this output. + +If this workflow is being run inside a longer conversation, start by explicitly acknowledging the context reset before proceeding: "Re-fetching the final diff against the confirmed target branch and ignoring prior conversation context." + +--- + +## Inputs required before generating output + +Before producing the PR text, the workflow must complete a pre-generation phase. Begin this phase by telling the developer what you are about to check and why, before running any commands. Then run the checks, report findings, and ask a single confirmation question. The structure is always: **explain → run → report → confirm**. + +### Pre-generation phase + +**Announce the checks upfront.** Before running anything, tell the developer in plain language: + +- You are diffing against `main` (or the specified target) and will verify that is correct by checking the branch base +- You are checking what branch this branch was created from, to determine whether the PR depends on another branch merging first — this affects what reviewers will see in the diff +- You are extracting the ticket ID from the branch name for the PR title and linked tickets +- You are checking commit messages for any additional ticket references + +Example opening: + +> _"Before generating, I'll run a few git checks to determine the diff target, whether this branch depends on any other branch, and what ticket to link. Running now..."_ + +**Then run the following commands and interpret the results:** + +``` +git branch --show-current +git rev-parse origin/main +git merge-base origin/main HEAD +git log --oneline origin/main..HEAD +git log --oneline --merges origin/main..HEAD +``` + +If the target branch is not `main`, substitute `origin/` for `origin/main` in all commands above. + +From the output, determine as facts — do not ask the developer to confirm these: + +- **Target branch:** `main` unless specified otherwise +- **Branch base:** Compare the SHA from `git merge-base` to the SHA from `git rev-parse origin/main`. If equal, the branch is based directly on `main` — no PR dependency. If not equal, run `git branch -r --points-at ` to identify which remote branch the merge-base corresponds to, and record that as a dependency. If no remote branch matches, note the dependency is unresolvable from git alone. +- **Issue/ticket status:** If the branch name or commits include an issue id (e.g. GitHub `#12`, `GH-12`, or a team prefix), record it. If none is found, ask once whether to link an issue; if the developer confirms there is none, record ticket status as `none` and continue. +- **Additional issue references:** Scan commit messages for other issue patterns. + +**Report all findings in a single message.** State each as a fact. Example: + +> _"Findings: target branch is `main` · branch was created from `main` directly (no PR dependencies) · issue detected: #42 · no additional issue references in commit messages."_ + +**Then ask one question** — the only thing git cannot tell you: _"Are there any additional issues to link beyond #42, or is that complete?"_ If ticket status is `none`, ask: _"Are there any issues to link, or should this PR have no linked issues?"_ + +Do not ask separate questions for target branch, branch base, or detected ticket ID — those are determined from git. Only ask about information that git cannot provide. + +--- + +## Strict rules + +- Use only the actual final diff between the current branch and the confirmed target branch +- Do not mention anything that may have been added and later removed during development — reviewers only see the final diff and cannot follow references to code that no longer exists +- Do not speculate, infer intent, or describe possible behavior +- Do not mention files, functions, components, variables, or implementation details unless they are directly part of the final PR diff +- Do not include filler language, praise, or commentary +- Environment variable callouts must surface only the variable name and the action required (add, remove, or rename) — never the value, default, example, or any usage details +- Migrations must be derived from the diff only — never invented +- If an issue id is confirmed, the PR title may start with it (e.g. `#42 feat: Add recording UI` or `GH-42 feat: ...`) per team preference. If the developer confirms there is no issue, use `type: Short descriptive title` only. +- **The file-by-file changes section is mandatory.** It must appear in every output regardless of the number of changed files. It may never be omitted, collapsed into a summary sentence, reduced to a file count, or replaced by anything else. Every file in the diff must have its own bullet. Every bullet must state both what changed in that file and why it was necessary. Every entry must be grouped under a named subcategory subheading. If you find yourself about to omit this section or any file within it for any reason, stop and include it. +- **The change-overview table is mandatory.** It must appear in every output. Its columns and heading are chosen per-PR to fit the actual work in the diff (see that section for how to derive them), but the section itself is never omitted, never collapsed, and never replaced by prose. +- **No test plan section.** This workflow produces PR description text only. Testing is the developer's responsibility before submitting the PR. Do not add a test plan, testing steps, QA checklist, or any other testing-related section to the output under any circumstances. +- When generating the PR description (after the pre-generation phase is complete and confirmed), return that output as exactly one markdown code block and nothing else — this rule does not apply to the pre-generation findings report or the confirmation question + +--- + +## Required output format + +Inside the single markdown code block, format the response exactly like this: + +```md +## PR title + +#42 type: Short descriptive title + + + + + + + + + +## Target branch + +> This PR targets ``, not `main`. The diff includes all commits on `` that are not yet in `main` — files changed on that branch but not in this PR may appear in the diff. Please review only the changes introduced by this branch. Once `` merges to `main`, this PR should be rebased onto `main` before final merge. + +## Depends on + +- # — + +## Linked tickets + +- — + +## Summary + + + +## + + + +| | | | +| ---------- | ---------- | -------------------- | +| | | | +| | | | + + + +## File-by-file changes + +### + +- `path/to/file.ext`: +- `old/path.ext` → `new/path.ext`: +- `path/to/another-file.ext`: + +### + +- `path/to/file.ext`: + +## Environment variables + +- `VAR_NAME` — add +- `VAR_NAME` — remove +- `OLD_VAR_NAME` → `NEW_VAR_NAME` — rename + +## Database / schema migrations + +- : +``` + +--- + +## Formatting requirements + +### PR title + +- The PR title is a plain unformatted text line (no inline backtick wrapping). With a confirmed issue id, prefix the title (e.g. `#42 feat: Add scorecard UI`). With ticket status `none`, use `type: Short descriptive title` only. +- Do not invent issue numbers. If the developer confirms no issue, omit the prefix. +- `type` follows conventional commits: `feat`, `fix`, `chore`, `refactor`, `docs`, etc. +- The short title describes the primary change in plain language — max ~70 characters total for the full title +- Example with issue: `#12 feat: Add browser audio recording flow` +- Example with no issue: `docs: Update agent workflow docs` +- This line is what the developer pastes directly as the GitHub PR title + +### Target branch + +- **Omit this section entirely when the target branch is `main`.** It adds no information reviewers need. +- **Include this section only when targeting a non-`main` branch** (e.g. a feature branch, a release branch, or another PR's branch). In that case the section must: + - Name the target branch + - Explain to reviewers that the diff will include commits from the target branch that are not yet in `main`, and that files modified on the target branch but not in this PR may appear in the diff + - Instruct reviewers to focus only on changes introduced by this branch + - Note that once the target branch merges to `main`, this PR should be rebased before final merge +- Do not just list the branch name — the purpose of this section is reviewer context, not a label + +### Depends on + +- **Omit this section entirely if there are no dependencies.** Do not write "None." +- When present: listed in merge order (the PR that must merge first appears first) +- One bullet per dependency; each bullet includes the PR number or branch name and a one-sentence reason + +### Linked tickets + +- **Omit this section entirely if there are no linked tickets.** Do not write "None." +- When present: one bullet per ticket; ticket ID required, short description or URL optional and only included if the developer supplied it + +### Summary + +- One paragraph only, maximum 4 sentences +- Must be substantive — name the specific systems, components, or behaviors that changed. Generic sentences like "Various improvements were made" or "Several files were updated" are not acceptable. +- Only include meaningful additions, removals, or modifications directly present in the PR compared to the target branch +- Do not mention implementation history, review process, or anything not visible in the final diff + +### Change-overview table + +This section gives reviewers an at-a-glance chart of what the PR adds, removes, and changes — the high-level shape of the work before they read it file by file. It is **always required**, but unlike every other section its **columns and heading are not fixed**: they are chosen per-PR to fit the actual work in the diff. A PR that wires up API endpoints, a PR that refactors a styling system, a PR that bumps dependencies, and a PR that migrates a data model each want a different table. Picking the right columns is the agent's job. + +**Deriving the table for this PR:** + +1. **Identify the dominant unit of change in the diff.** Ask: what is the most natural "thing" each row of this PR represents? Endpoints/surfaces? UI components? Config keys? Renamed entities? Removed features? Packages? Data-model fields? That unit becomes the first column. +2. **Choose 2–4 columns total.** The first column names the unit; the remaining columns capture the dimensions that actually matter for _this kind of change_ and that a reviewer would want at a glance. Only include a column if most rows have a meaningful, diff-grounded value for it — do not pad to a fixed width. +3. **Mark add / remove / change.** The table must make it easy to see what is new, what is gone, and what is modified. Do this whichever way reads most cleanly for the chosen unit: an explicit status column, or an inline `(new)` / `(modified)` / `(removed)` tag on the first-column value (as in the illustrative example below). Pick one approach and use it consistently within the table. +4. **Name the heading to match the unit.** The `##` heading is chosen to describe what the table shows, not the literal words "Change overview." Examples: `## What's wired up` for endpoints, `## Components touched` for UI work, `## Config changes` for configuration, `## Packages` for dependency work, `## Schema changes` for data-model work. Keep it short and accurate. + +**Illustrative example** — this is one shape for one kind of PR (API surface work), not a template to force onto every PR: + +> ## What's wired up +> +> | Surface | What it does | Auth | +> | -------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------- | ------------------- | +> | `POST /api/user/wallets` (modified) | Fire-and-forget sync kicked off after the primary-wallet sync succeeds; response time unchanged, inventory populates in the background. | Session | +> | `POST /api/admin/sync-wallet-inventory` (new) | Manual reseed by wallet address and user id; mirrors the existing admin reseed endpoint in shape and auth. | Bearer secret | +> | `POST /api/user/wallets/[id]/sync-inventory` (new) | Per-wallet manual reseed powering the upcoming Sync button; ownership is pinned so a session can only reseed wallets it owns. | Session + ownership | +> +> All three call into a shared inventory-sync service that pages the chain provider, filters to the target collection, and delegates each match to a new mapper. + +**Rules for the table:** + +- The table is **supporting, higher-altitude detail** — it complements the file-by-file section, it does not duplicate it. Rows are units of behavior/change (an endpoint, a component, a config key), not a restatement of the file list. Do not produce one row per file just to mirror file-by-file. +- Every cell must be grounded in the final diff. Do not invent rows, columns, statuses, or relationships to fill the table out. If a dimension isn't determinable from the diff, drop that column rather than guessing. +- If the diff is small enough that a meaningful multi-row table cannot be honestly constructed (e.g. a single-file one-line change), still include the section with a minimal table of the change(s) present — one row is acceptable. Do not fabricate additional rows to make it look fuller. +- Keep cell text concise — a short phrase or one sentence per cell, same factual register as the rest of the output. No filler, no praise, no speculation about intent. +- The table must never contain environment variable values, sample values, defaults, or secret contents. Where a row references auth or config, name it generically (e.g. "Bearer secret", "session") — never reproduce the value. +- Choose the table that genuinely helps a reviewer see the shape of the PR. If you find yourself forcing the API-style `Surface / What it does / Auth` columns onto a PR that isn't about API surfaces, stop and pick columns that fit the actual change. + +### File-by-file changes + +- Every changed file must appear exactly once +- Files must be grouped under subheadings inferred from file paths and types +- Subheading names must be chosen to accurately describe the files within them (examples below are illustrative, not a fixed list) +- Common groupings to infer when applicable: + - **Frontend components** — `.tsx`, `.jsx`, `.vue`, `.svelte` files in component directories + - **Frontend styles** — `.css`, `.scss`, `.module.css`, style-related files + - **Backend / API** — server routes, controllers, handlers + - **Business logic / services** — service layers, domain logic, utilities used by backend + - **Database / migrations** — migration files, schema definitions, ORM models + - **Shared / utilities** — code shared across frontend and backend + - **Types / interfaces** — `.d.ts`, type-only files, shared schemas + - **Configuration** — config files, `.env.example`, build configs, CI workflows + - **Tests** — test files, fixtures, mocks + - **Documentation** — `.md` files, inline docs + - **Dependencies** — `package.json`, lockfiles, `requirements.txt`, etc. +- Do not invent a group for a single unrelated file — place it under the most accurate available group, or use a clearly named one-off group +- Within each group, sort files alphabetically by path (for renamed/moved files, sort by the new path) +- **One bullet per file — no exceptions.** Every file in the diff gets its own bullet. Files may never be batched together, omitted because they seem minor, or summarized as a group (e.g. "3 files updated for consistency" is not acceptable). +- Each bullet must state **both** what changed in that file **and** why it was necessary. A sentence that only states what changed ("Added border style") without the reason is incomplete. A sentence that only gives a vague reason without the change is also incomplete. +- One sentence per bullet — concise and specific. Do not exceed one sentence. + +#### Renamed and moved files + +- When git detects a file as a rename or move (rather than a delete + add), represent it on a single bullet using the form `` `old/path.ext` → `new/path.ext`: `` +- The sentence must state both that the file was moved/renamed and what (if anything) changed about its contents +- If the file was only moved with no content changes, the sentence should say so explicitly (e.g. "Moved without content changes to align with the new module layout") +- Place the bullet in the group that best matches the new location, not the old one +- A pure delete + new file (not detected as a rename) is two separate bullets, listed in the appropriate groups for each +- Do not list the same file under both its old and new paths as separate bullets + +### Environment variables + +This section identifies **only the variables that need to be added, removed, or renamed**. It does not include the variables' values, contents, or any details about how they are used. + +- Detect variables by looking for changes to `.env.example`, `.env.template`, config files, deployment manifests, or new/removed references to `process.env.X`, `os.environ["X"]`, `import.meta.env.X`, etc. +- Each bullet must contain only: + - The variable name (in backticks) + - An em dash + - The action: `add`, `remove`, or `rename` +- For renames, use the form `` `OLD_NAME` → `NEW_NAME` — rename `` and nothing more +- Do **not** include any of the following, under any circumstances: + - The actual value, sample value, placeholder, or default + - A description of what the variable does or controls + - Where the variable is consumed in the codebase + - Whether the variable is required vs optional + - Any commentary, justification, or context +- The goal is a clean checklist a developer can act on: which env vars to add, which to remove, which to rename. Reviewers and developers can look up purpose and values in the diff itself or in internal secret stores. +- **Omit this section entirely if no environment variables changed.** Do not write "None." + +### Database / schema migrations + +- **Omit this section entirely if no migrations are present.** Do not write "None." +- When present: only include migrations present as new files in the diff; describe what the migration does based on its actual contents + +### Tables + +- Beyond the required change-overview table, additional tables are permitted only when they materially aid understanding of something the required format does not already cover — for example, showing a before/after relationship between renamed entities, or clarifying how a set of related migrations connects to specific endpoints. +- Tables must not be used to expand the Environment variables section. That section is strictly a name + action checklist and must remain so. +- Tables must not replace any required section — every required section above must still appear in its specified format. +- An additional table must be placed under an existing section (typically as supporting detail) or under a clearly named additional subheading immediately after the section it supports. +- Do not use an additional table when a bullet list would communicate the same information just as clearly. +- Every cell in any table must be grounded in the final diff. Do not invent rows, relationships, or columns to fill space. +- Tables must never contain env var values, sample values, defaults, or usage details. + +--- + +## Do not + +- Do not include any text before the code block +- Do not include any text after the code block +- Do not generate the output before completing the pre-generation phase and receiving the developer's confirmation on linked tickets +- Do not reference any code, files, or behavior from earlier in the conversation that is not present in the freshly fetched final diff +- Do not include environment variable values, defaults, sample values, descriptions of purpose, or usage locations — only names and required actions +- Do not write "None" in any section — omit the entire section instead when it has no content +- Do not list a renamed/moved file under both its old and new paths as separate bullets when git detects it as a rename +- Do not omit the file-by-file changes section for any reason — not for large diffs, not for "simplicity," not for brevity. It is always required. +- Do not batch, group, or omit individual files within the file-by-file section — every file in the diff must have its own bullet with both what changed and why. +- Do not omit the change-overview table, and do not force the API-style `Surface / What it does / Auth` columns onto a PR whose work is not about API surfaces — derive columns that fit the actual diff. +- Do not produce a change-overview table that is just a one-row-per-file restatement of the file-by-file section — its rows are higher-altitude units of change. +- Do not write a summary that is generic or non-specific — it must name the actual systems and behaviors changed. +- Do not include a test plan, testing steps, QA checklist, or any testing-related section — testing is the developer's responsibility before PR submission. +- Do not add any sections beyond those in the required output format — no rollback notes, no test plans, no appendices, no extra notes. +- Do not invent an issue prefix; use a confirmed issue id or `type: title` when the developer confirmed no issue +- Do not omit the PR title section from the output diff --git a/docs/agent-workflows/test-suite-quality-review.md b/docs/agent-workflows/test-suite-quality-review.md new file mode 100644 index 0000000..f30ee52 --- /dev/null +++ b/docs/agent-workflows/test-suite-quality-review.md @@ -0,0 +1,160 @@ +# Test Suite Quality Review + +## Purpose + +Reviews the **quality and simplicity of the existing test suite** — whether tests are readable, practical, and focused on behavior rather than implementation details. Flags overengineering, unnecessary abstraction, and tests that are too complex for their value. + +**Does not:** check for test coverage gaps in newly written code (that is handled by `code-quality-review.md`). Does not run tests or generate new tests. Scope is existing test quality only, not coverage metrics. + +**Note:** Interview Coach may not have a frontend test runner configured yet. If no tests exist, state that plainly and limit the review to Storybook story quality per `frontend/AGENTS.md` when `.stories.tsx` files are in scope. + +--- + +## Review goal + +- Review tests that already exist in the codebase +- Perform a complete analysis of the current suite regardless of the testing library, framework, or tooling in use +- Include all relevant test types that exist in the project, including unit, integration, component, UI, and end-to-end tests +- Keep simplicity as the primary priority + +## Main standard + +The ideal test suite is lean, readable, practical, and grounded. + +The tests should: + +- cover the most important behavior +- feel basic and believable +- avoid looking overbuilt, overly abstracted, or written to impress through volume or polish + +The suite should feel like practical human-written work, not an artificial or excessively systematic test system. + +## Core review criteria + +### 1. Simplicity + +Check whether: + +- tests are easy to read and follow +- setup is straightforward +- patterns are simpler than necessary or more complex than necessary +- abstractions are justified by the actual needs of the project + +### 2. Realism + +Check whether: + +- tests read like something a student or junior developer would realistically write +- naming is natural and direct +- the suite avoids sounding robotic, overly formal, unnaturally polished, or mechanically uniform + +### 3. Scope and restraint + +Check whether: + +- tests focus on important behavior +- too many tests cover low-value details or implementation details +- repetitive tests could be combined or removed +- the suite stays lean instead of chasing coverage for its own sake + +### 4. Test style and structure + +Check whether: + +- setup and assertions are straightforward +- assertions focus on what matters +- tests avoid too many assertions in one case +- tests verify outcomes and user-visible behavior rather than internal implementation details +- comments are necessary +- mocks, fixtures, wrappers, builders, helpers, or other abstractions are used more than necessary +- setup is more complicated than the feature under test + +### 5. Compliance across test types + +Apply the same standard to every test category that exists in the project: + +- simple +- basic +- practical +- believable +- focused on important behavior +- not overengineered + +## End-to-end test review requirements + +If end-to-end tests exist, check whether they: + +- focus on the most important real user flows +- avoid trying to cover every variation and edge case +- avoid becoming long, fragile, or over-scripted +- avoid excessive setup, orchestration, or custom utilities unless absolutely necessary +- feel like a practical validation of core workflows rather than a large QA automation system + +## Specific things to flag + +- tests that are too complex for their value +- tests that are too long or dense +- overly abstracted tests +- repetitive tests that should be simplified, combined, or removed +- tests that assert implementation details instead of behavior +- unnatural or robotic wording +- tests that look machine-generated because they are too uniform, polished, or exhaustive +- edge-case tests that add little value +- heavy mocking or setup where simpler approaches would work +- end-to-end tests that try to do too much in one file or flow +- utilities or wrappers that make the suite harder to understand than necessary + +## Required output format + +### 1. High-level assessment + +State clearly: + +- whether the suite complies with the simplicity requirement +- whether it feels like realistic student-level work or feels too advanced, overbuilt, or artificial + +### 2. Breakdown by test type + +Organize into sections only for the test categories that actually exist, such as: + +- Unit tests +- Integration tests +- Component or UI tests +- End-to-end tests + +### 3. File-by-file or area-by-area review + +For each test file or logical group, explain: + +- what is working well +- what is too complex +- what feels unnecessary +- what should be simplified +- whether it feels like realistic student-level work +- whether anything should be removed, combined, or rewritten more simply + +### 4. Practical recommendations + +- Prefer simplification over expansion +- Prefer removing, combining, or toning down tests rather than adding more +- Do not recommend advanced patterns unless absolutely necessary +- Do not recommend adding more tests unless a major critical behavior is completely untested +- If the suite is already acceptable, say so plainly + +### 5. Optional rewrite examples + +- Only provide a rewrite example if needed +- Keep any example basic and minimal +- Do not rewrite the whole suite unless explicitly asked + +## Constraints + +- Do not judge the suite based on coverage percentages alone +- Do not reward complexity just because it is thorough +- Do not suggest turning the suite into a professional enterprise-grade testing system +- The target is not perfection +- Err on the side of fewer, simpler, more basic tests even if the suite is less comprehensive than a production-grade strategy + +## Final instruction + +Review the entire test suite like a practical reviewer whose main goal is to keep the tests grounded, readable, simple, and believable. diff --git a/frontend/AGENTS.md b/frontend/AGENTS.md index 08afdb7..8f44869 100644 --- a/frontend/AGENTS.md +++ b/frontend/AGENTS.md @@ -30,16 +30,16 @@ The frontend is responsible for capture UX, calling backend APIs, loading states ### Tech stack -| Area | Technology | -| --------------- | ----------------------------------------------- | -| Framework | Next.js 16 (App Router) | -| Language | TypeScript (`strict`) | -| UI | React 19, Tailwind CSS 4 | -| Package manager | pnpm | -| Lint / format | ESLint (`eslint-config-next`), Prettier | +| Area | Technology | +| --------------- | ----------------------------------------------------------- | +| Framework | Next.js 16 (App Router) | +| Language | TypeScript (`strict`) | +| UI | React 19, Tailwind CSS 4 | +| Package manager | pnpm | +| Lint / format | ESLint (`eslint-config-next`), Prettier | | Component docs | Storybook (dependency present; add scripts when configured) | -| Git hooks | lefthook (installed via `pnpm install` prepare) | -| Deploy | Vercel (planned) | +| Git hooks | lefthook (installed via `pnpm install` prepare) | +| Deploy | Vercel (planned) | **Not in this repo (backend only):** FastAPI, Whisper, wav2vec2 emotion model, Claude/GPT feedback. See [backend/README.md](../backend/README.md). @@ -83,13 +83,13 @@ Prefer feature folders (e.g. `app/record/`, `app/scorecard/`) with colocated com - **Base URL (local):** `http://localhost:8000` - **Interactive docs:** `http://localhost:8000/docs` -| Method | Path | Status | Purpose | -| ------ | ----------------------- | ------ | -------------------------------------------- | -| GET | `/health` | done | Liveness | -| GET | `/emotion/health` | done | Emotion model loaded | -| POST | `/emotion/analyze` | done | Audio file → arousal, dominance, valence | -| POST | `/speech/transcribe` | todo | Audio → transcript + word timestamps | -| POST | `/feedback/generate` | todo | Transcript + scores + question → feedback | +| Method | Path | Status | Purpose | +| ------ | -------------------- | ------ | ----------------------------------------- | +| GET | `/health` | done | Liveness | +| GET | `/emotion/health` | done | Emotion model loaded | +| POST | `/emotion/analyze` | done | Audio file → arousal, dominance, valence | +| POST | `/speech/transcribe` | todo | Audio → transcript + word timestamps | +| POST | `/feedback/generate` | todo | Transcript + scores + question → feedback | Call these from the browser via `fetch` (or a small client module). Do not reimplement ML or LLM logic in the frontend. Use env-based API base URLs when wiring production (e.g. `NEXT_PUBLIC_API_URL`). @@ -119,15 +119,15 @@ Audio capture must produce a format the backend accepts (follow backend service Run from `frontend/` unless noted. -| Task | Command | -| ------------ | -------------------- | -| Dev server | `pnpm dev` → :3000 | -| Production | `pnpm build` | -| Start prod | `pnpm start` | -| Lint | `pnpm lint` | -| Type check | `pnpm typecheck` | -| Format | `pnpm format` | -| Format check | `pnpm format:check` | +| Task | Command | +| ------------ | ------------------- | +| Dev server | `pnpm dev` → :3000 | +| Production | `pnpm build` | +| Start prod | `pnpm start` | +| Lint | `pnpm lint` | +| Type check | `pnpm typecheck` | +| Format | `pnpm format` | +| Format check | `pnpm format:check` | Install hooks: `pnpm install` (runs `lefthook install` via `prepare`). @@ -143,9 +143,9 @@ Backend keys live in **`backend/.env`** (gitignored): `OPENAI_API_KEY`, `ANTHROP When the UI calls the API across environments, add frontend vars as needed, for example: -| Variable | Purpose | -| ---------------------- | -------------------------------- | -| `NEXT_PUBLIC_API_URL` | FastAPI base URL (e.g. production) | +| Variable | Purpose | +| --------------------- | ---------------------------------- | +| `NEXT_PUBLIC_API_URL` | FastAPI base URL (e.g. production) | Use a local default of `http://localhost:8000` in development when the var is unset. @@ -264,14 +264,14 @@ External links may use `` with `target="_blank"` and `rel="noopener noreferre ## Key references -| Topic | Location | -| ------------------ | --------------------------------------------- | -| Full stack setup | [../README.md](../README.md) | -| Backend endpoints | [../backend/README.md](../backend/README.md) | -| Emotion model | [../backend/services/tone_delivery_analyzer/README.md](../backend/services/tone_delivery_analyzer/README.md) | -| Frontend scripts | [README.md](./README.md) | +| Topic | Location | +| ----------------------------- | ------------------------------------------------------------------------------------------------------------------------------ | +| Full stack setup | [../README.md](../README.md) | +| Backend endpoints | [../backend/README.md](../backend/README.md) | +| Emotion model | [../backend/services/tone_delivery_analyzer/README.md](../backend/services/tone_delivery_analyzer/README.md) | +| Frontend scripts | [README.md](./README.md) | | CSS/component review workflow | [../docs/agent-workflows/css-and-component-standards-review.md](../docs/agent-workflows/css-and-component-standards-review.md) | -| Agent workflows | [../docs/agent-workflows/](../docs/agent-workflows/) | +| Agent workflows | [../docs/agent-workflows/](../docs/agent-workflows/) | --- @@ -293,15 +293,15 @@ Use docs/agent-workflows/pull-request-description-generator.md for this branch. See [docs/agent-workflows/README.md](../docs/agent-workflows/README.md) for the full list. -| Workflow | Use when | -| -------- | -------- | -| `pre-merge-full-review.md` | Full pre-merge review with phase gates | -| `branch-change-impact-audit.md` | What changed and regression risks vs `main` | -| `code-quality-review.md` | Correctness, conventions, API integration | -| `css-and-component-standards-review.md` | module.css, Tailwind placement, Storybook | -| `test-suite-quality-review.md` | Test simplicity (or Storybook if no tests yet) | -| `manual-qa-checklist-generator.md` | Manual QA for recording/scorecard flows | -| `pull-request-description-generator.md` | PR title and description from diff | -| `feature-implementation-planning.md` | Plan before non-trivial features | -| `feature-flag-gating-review.md` | Env/flag gating completeness | -| `figma-design-to-code.md` | Implement UI from Figma | +| Workflow | Use when | +| --------------------------------------- | ---------------------------------------------- | +| `pre-merge-full-review.md` | Full pre-merge review with phase gates | +| `branch-change-impact-audit.md` | What changed and regression risks vs `main` | +| `code-quality-review.md` | Correctness, conventions, API integration | +| `css-and-component-standards-review.md` | module.css, Tailwind placement, Storybook | +| `test-suite-quality-review.md` | Test simplicity (or Storybook if no tests yet) | +| `manual-qa-checklist-generator.md` | Manual QA for recording/scorecard flows | +| `pull-request-description-generator.md` | PR title and description from diff | +| `feature-implementation-planning.md` | Plan before non-trivial features | +| `feature-flag-gating-review.md` | Env/flag gating completeness | +| `figma-design-to-code.md` | Implement UI from Figma | From 0017386fa02d4cb8c12609be8dd04a7106850025 Mon Sep 17 00:00:00 2001 From: Jacob Woodbury Date: Thu, 28 May 2026 12:41:37 -0700 Subject: [PATCH 3/8] adding dev page for flow and sample FE result --- .DS_Store | Bin 8196 -> 8196 bytes .../app/dev/flow/FlowDevClient.module.css | 66 ++++++ frontend/app/dev/flow/FlowDevClient.tsx | 191 ++++++++++++++++++ .../FlowStageCard/FlowStageCard.module.css | 92 +++++++++ .../FlowStageCard/FlowStageCard.tsx | 48 +++++ .../JsonPayloadBlock.module.css | 28 +++ .../JsonPayloadBlock/JsonPayloadBlock.tsx | 19 ++ frontend/app/dev/flow/page.tsx | 22 ++ frontend/app/layout.tsx | 4 +- frontend/app/page.tsx | 87 +++----- frontend/app/scorecard/ScorecardPanel.tsx | 38 ++++ .../DeliveryScores/DeliveryScores.module.css | 64 ++++++ .../DeliveryScores/DeliveryScores.stories.tsx | 26 +++ .../DeliveryScores/DeliveryScores.tsx | 49 +++++ .../ModelAnswer/ModelAnswer.module.css | 34 ++++ .../ModelAnswer/ModelAnswer.stories.tsx | 26 +++ .../components/ModelAnswer/ModelAnswer.tsx | 25 +++ .../QualitativeFeedback.module.css | 62 ++++++ .../QualitativeFeedback.stories.tsx | 26 +++ .../QualitativeFeedback.tsx | 48 +++++ .../components/Scorecard/Scorecard.module.css | 62 ++++++ .../Scorecard/Scorecard.stories.tsx | 55 +++++ .../components/Scorecard/Scorecard.tsx | 66 ++++++ .../TranscriptFeedbackScores.module.css | 70 +++++++ .../TranscriptFeedbackScores.stories.tsx | 26 +++ .../TranscriptFeedbackScores.tsx | 53 +++++ frontend/app/scorecard/page.tsx | 25 +++ .../interview-coach/aggregateReviewPayload.ts | 26 +++ frontend/lib/interview-coach/mocks.ts | 69 +++++++ .../lib/interview-coach/pipelineStages.ts | 46 +++++ frontend/lib/interview-coach/types.ts | 82 ++++++++ frontend/types/storybook.d.ts | 10 + 32 files changed, 1484 insertions(+), 61 deletions(-) create mode 100644 frontend/app/dev/flow/FlowDevClient.module.css create mode 100644 frontend/app/dev/flow/FlowDevClient.tsx create mode 100644 frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.module.css create mode 100644 frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.tsx create mode 100644 frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.module.css create mode 100644 frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.tsx create mode 100644 frontend/app/dev/flow/page.tsx create mode 100644 frontend/app/scorecard/ScorecardPanel.tsx create mode 100644 frontend/app/scorecard/components/DeliveryScores/DeliveryScores.module.css create mode 100644 frontend/app/scorecard/components/DeliveryScores/DeliveryScores.stories.tsx create mode 100644 frontend/app/scorecard/components/DeliveryScores/DeliveryScores.tsx create mode 100644 frontend/app/scorecard/components/ModelAnswer/ModelAnswer.module.css create mode 100644 frontend/app/scorecard/components/ModelAnswer/ModelAnswer.stories.tsx create mode 100644 frontend/app/scorecard/components/ModelAnswer/ModelAnswer.tsx create mode 100644 frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.module.css create mode 100644 frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.stories.tsx create mode 100644 frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.tsx create mode 100644 frontend/app/scorecard/components/Scorecard/Scorecard.module.css create mode 100644 frontend/app/scorecard/components/Scorecard/Scorecard.stories.tsx create mode 100644 frontend/app/scorecard/components/Scorecard/Scorecard.tsx create mode 100644 frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.module.css create mode 100644 frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.stories.tsx create mode 100644 frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.tsx create mode 100644 frontend/app/scorecard/page.tsx create mode 100644 frontend/lib/interview-coach/aggregateReviewPayload.ts create mode 100644 frontend/lib/interview-coach/mocks.ts create mode 100644 frontend/lib/interview-coach/pipelineStages.ts create mode 100644 frontend/lib/interview-coach/types.ts create mode 100644 frontend/types/storybook.d.ts diff --git a/.DS_Store b/.DS_Store index 24e57511acd1ac10774c093ead45100b6dd8e1ef..03ec82705bc2c8663d82e5a9b683fc02b61127d9 100644 GIT binary patch delta 107 zcmZp1XmQw}DiFu!&CbBUz`~%%kj{|FP?DSP;*yk;p9B=+*!ySCwA3fZ9Z}^|@X8lt V7zQWj=N16<08MzXxmlo*9{@W39z6g6 delta 107 zcmZp1XmQw}DiFu&!@ ({ ...s })); +} + +export function FlowDevClient() { + const [stages, setStages] = useState(cloneStages); + const [stepIndex, setStepIndex] = useState(-1); + const [sessionResult, setSessionResult] = useState( + null, + ); + + const canAdvance = stepIndex < stages.length - 1; + const isComplete = stepIndex >= stages.length - 1; + + const advance = useCallback(() => { + const nextIndex = stepIndex + 1; + if (nextIndex >= stages.length) return; + + setStages((prev) => { + const next = prev.map((s) => ({ ...s })); + const stage = next[nextIndex]; + if (!stage) return prev; + + stage.status = "done"; + + switch (stage.id) { + case "record": + stage.input = { note: "User action in browser" }; + stage.output = MOCK_RECORDING; + break; + case "transcribe": + stage.input = { audio: MOCK_RECORDING }; + stage.output = mockTranscript; + break; + case "audioScores": + stage.input = { audio: MOCK_RECORDING }; + stage.output = mockDeliveryScores; + break; + case "transcriptScores": + stage.input = { transcript: mockTranscript }; + stage.output = mockTranscriptScores; + break; + case "aggregate": { + const payload = aggregateReviewPayload({ + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + }); + stage.input = { + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + }; + stage.output = payload; + break; + } + case "llmFeedback": { + const payload = aggregateReviewPayload({ + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + }); + stage.input = payload; + stage.output = { + feedback: mockQualitativeFeedback, + modelAnswer: mockModelAnswer, + }; + break; + } + case "scorecard": { + const context = aggregateReviewPayload({ + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + }); + const result: SessionReviewResult = { + context, + feedback: mockQualitativeFeedback, + modelAnswer: mockModelAnswer, + }; + stage.input = result; + stage.output = { rendered: "ScorecardPanel" }; + setSessionResult(result); + break; + } + default: + break; + } + + if (nextIndex + 1 < next.length) { + const upcoming = next[nextIndex + 1]; + if (upcoming && upcoming.status === "idle") { + upcoming.status = "pending"; + } + } + + return next; + }); + + setStepIndex(nextIndex); + }, [stepIndex, stages.length]); + + const reset = useCallback(() => { + setStages(cloneStages()); + setStepIndex(-1); + setSessionResult(null); + }, []); + + const loadingFlags = useMemo(() => { + const done = (id: PipelineStage["id"]) => + stages.find((s) => s.id === id)?.status === "done"; + return { + loadingDelivery: !done("audioScores"), + loadingTranscriptScores: !done("transcriptScores"), + loadingFeedback: !done("llmFeedback"), + }; + }, [stages]); + + return ( +
+
+ + +

+ Step {Math.max(0, stepIndex + 1)} / {stages.length} + {isComplete ? " — pipeline complete" : ""} +

+
+ +
+ {stages.map((stage) => ( + + ))} +
+ +
+

+ Live scorecard preview +

+ = 0} + loadingTranscriptScores={ + loadingFlags.loadingTranscriptScores && stepIndex >= 0 + } + loadingFeedback={loadingFlags.loadingFeedback && stepIndex >= 0} + /> +
+
+ ); +} diff --git a/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.module.css b/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.module.css new file mode 100644 index 0000000..ddae336 --- /dev/null +++ b/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.module.css @@ -0,0 +1,92 @@ +.root { + display: flex; + flex-direction: column; + gap: 0.75rem; + padding: 1rem 1.25rem; + border-radius: 0.5rem; + border: 1px solid color-mix(in srgb, var(--foreground) 18%, transparent); + background: color-mix(in srgb, var(--foreground) 3%, transparent); +} + +.rootIdle { + opacity: 0.55; +} + +.rootPending { + border-color: color-mix(in srgb, #3b82f6 50%, transparent); +} + +.rootDone { + border-color: color-mix(in srgb, #22c55e 45%, transparent); +} + +.rootError { + border-color: color-mix(in srgb, #ef4444 50%, transparent); +} + +.header { + display: flex; + flex-wrap: wrap; + align-items: baseline; + justify-content: space-between; + gap: 0.5rem; +} + +.title { + margin: 0; + font-size: 1rem; + font-weight: 600; +} + +.description { + margin: 0.25rem 0 0; + font-size: 0.8125rem; + opacity: 0.65; + line-height: 1.4; +} + +.status { + padding: 0.15rem 0.45rem; + border-radius: 0.25rem; + font-size: 0.6875rem; + font-weight: 700; + letter-spacing: 0.04em; + text-transform: uppercase; + font-family: var(--font-mono), monospace; +} + +.statusIdle { + background: color-mix(in srgb, var(--foreground) 10%, transparent); +} + +.statusPending { + background: color-mix(in srgb, #3b82f6 20%, transparent); + color: #2563eb; +} + +.statusDone { + background: color-mix(in srgb, #22c55e 20%, transparent); + color: #15803d; +} + +.statusError { + background: color-mix(in srgb, #ef4444 20%, transparent); + color: #b91c1c; +} + +.payloads { + display: grid; + gap: 0.75rem; +} + +@media (min-width: 768px) { + .payloads { + grid-template-columns: 1fr 1fr; + } +} + +.error { + margin: 0; + font-size: 0.8125rem; + color: #b91c1c; +} diff --git a/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.tsx b/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.tsx new file mode 100644 index 0000000..37a6faa --- /dev/null +++ b/frontend/app/dev/flow/components/FlowStageCard/FlowStageCard.tsx @@ -0,0 +1,48 @@ +import { JsonPayloadBlock } from "@/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock"; +import type { PipelineStage } from "@/lib/interview-coach/types"; + +import styles from "./FlowStageCard.module.css"; + +export type FlowStageCardProps = { + stage: PipelineStage; +}; + +const STATUS_CLASS: Record = { + idle: styles.statusIdle, + pending: styles.statusPending, + done: styles.statusDone, + error: styles.statusError, +}; + +const ROOT_STATUS_CLASS: Record = { + idle: styles.rootIdle, + pending: styles.rootPending, + done: styles.rootDone, + error: styles.rootError, +}; + +export function FlowStageCard({ stage }: FlowStageCardProps) { + return ( +
+
+
+

+ {stage.label} +

+

{stage.description}

+
+ + {stage.status} + +
+
+ + +
+ {stage.error ?

{stage.error}

: null} +
+ ); +} diff --git a/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.module.css b/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.module.css new file mode 100644 index 0000000..94937f9 --- /dev/null +++ b/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.module.css @@ -0,0 +1,28 @@ +.root { + margin: 0; + padding: 0.75rem; + border-radius: 0.375rem; + font-family: var(--font-mono), monospace; + font-size: 0.6875rem; + line-height: 1.45; + overflow-x: auto; + background: color-mix(in srgb, var(--foreground) 8%, transparent); + white-space: pre-wrap; + word-break: break-word; +} + +.empty { + margin: 0; + font-size: 0.75rem; + font-style: italic; + opacity: 0.5; +} + +.label { + margin: 0 0 0.35rem; + font-size: 0.6875rem; + font-weight: 600; + text-transform: uppercase; + letter-spacing: 0.05em; + opacity: 0.6; +} diff --git a/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.tsx b/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.tsx new file mode 100644 index 0000000..136f197 --- /dev/null +++ b/frontend/app/dev/flow/components/JsonPayloadBlock/JsonPayloadBlock.tsx @@ -0,0 +1,19 @@ +import styles from "./JsonPayloadBlock.module.css"; + +export type JsonPayloadBlockProps = { + label: string; + data?: unknown; +}; + +export function JsonPayloadBlock({ label, data }: JsonPayloadBlockProps) { + return ( +
+

{label}

+ {data === undefined ? ( +

—

+ ) : ( + 
{JSON.stringify(data, null, 2)}
+ )} +
+ ); +} diff --git a/frontend/app/dev/flow/page.tsx b/frontend/app/dev/flow/page.tsx new file mode 100644 index 0000000..a3ef249 --- /dev/null +++ b/frontend/app/dev/flow/page.tsx @@ -0,0 +1,22 @@ +import Link from "next/link"; + +import { FlowDevClient } from "@/app/dev/flow/FlowDevClient"; + +export default function FlowDevPage() { + return ( +
+
+ + ← Home + +

Pipeline flow (dev)

+

+ Step through mocked pipeline stages. Each card shows input/output JSON as + data would move between browser, Whisper, emotion model, transcript + classifier, aggregator, LLM, and scorecard UI. +

+
+ +
+ ); +} diff --git a/frontend/app/layout.tsx b/frontend/app/layout.tsx index e3c0158..2bb12d5 100644 --- a/frontend/app/layout.tsx +++ b/frontend/app/layout.tsx @@ -13,8 +13,8 @@ const geistMono = Geist_Mono({ }); export const metadata: Metadata = { - title: "Create Next App", - description: "Generated by create next app", + title: "Interview Coach", + description: "AI-powered interview coaching with delivery and answer feedback", }; export default function RootLayout({ diff --git a/frontend/app/page.tsx b/frontend/app/page.tsx index 3f36f7c..9d20590 100644 --- a/frontend/app/page.tsx +++ b/frontend/app/page.tsx @@ -1,65 +1,34 @@ -import Image from "next/image"; +import Link from "next/link"; export default function Home() { return ( -
-
- Next.js logo -
-

- To get started, edit the page.tsx file. -

-

- Looking for a starting point or more instructions? Head over to{" "} - - Templates - {" "} - or the{" "} - - Learning - {" "} - center. -

-
-
- - Vercel logomark - Deploy Now - - - Documentation - -
-
+
+
+

+ Interview Coach +

+

+ Practice answers. Get structured feedback. +

+

+ Frontend shells for the scorecard and pipeline are ready for integration. + Use the dev flow page to watch mock data move through each stage. +

+
+
); } diff --git a/frontend/app/scorecard/ScorecardPanel.tsx b/frontend/app/scorecard/ScorecardPanel.tsx new file mode 100644 index 0000000..25ad4bf --- /dev/null +++ b/frontend/app/scorecard/ScorecardPanel.tsx @@ -0,0 +1,38 @@ +"use client"; + +import { Scorecard } from "@/app/scorecard/components/Scorecard/Scorecard"; +import type { SessionReviewResult } from "@/lib/interview-coach/types"; + +export type ScorecardPanelProps = { + result?: SessionReviewResult | null; + loadingDelivery?: boolean; + loadingTranscriptScores?: boolean; + loadingFeedback?: boolean; +}; + +/** + * Container shell: will own fetch + session state later. + * For now passes through partial or full SessionReviewResult. + */ +export function ScorecardPanel({ + result = null, + loadingDelivery = false, + loadingTranscriptScores = false, + loadingFeedback = false, +}: ScorecardPanelProps) { + const context = result?.context; + + return ( + + ); +} diff --git a/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.module.css b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.module.css new file mode 100644 index 0000000..1aa8873 --- /dev/null +++ b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.module.css @@ -0,0 +1,64 @@ +.root { + border: 1px dashed var(--foreground); + border-opacity: 0.2; + border-radius: 0.5rem; + padding: 1rem 1.25rem; + background: color-mix(in srgb, var(--foreground) 4%, transparent); +} + +.title { + margin: 0 0 0.75rem; + font-size: 0.875rem; + font-weight: 600; + letter-spacing: 0.02em; + text-transform: uppercase; + opacity: 0.7; +} + +.grid { + display: grid; + grid-template-columns: repeat(3, minmax(0, 1fr)); + gap: 0.75rem; +} + +.metric { + display: flex; + flex-direction: column; + gap: 0.25rem; +} + +.label { + font-size: 0.75rem; + opacity: 0.65; +} + +.value { + font-family: var(--font-mono), monospace; + font-size: 1.125rem; + font-weight: 600; +} + +.placeholder { + margin: 0; + font-size: 0.875rem; + opacity: 0.55; + font-style: italic; +} + +.skeletonBar { + height: 1.125rem; + width: 3rem; + border-radius: 0.25rem; + background: color-mix(in srgb, var(--foreground) 12%, transparent); + animation: pulse 1.4s ease-in-out infinite; +} + +@keyframes pulse { + 0%, + 100% { + opacity: 0.45; + } + 50% { + opacity: 0.9; + } +} diff --git a/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.stories.tsx b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.stories.tsx new file mode 100644 index 0000000..48957b5 --- /dev/null +++ b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.stories.tsx @@ -0,0 +1,26 @@ +import type { Meta, StoryObj } from "@storybook/react"; + +import { mockDeliveryScores } from "@/lib/interview-coach/mocks"; + +import { DeliveryScores } from "./DeliveryScores"; + +const meta: Meta = { + title: "Scorecard/DeliveryScores", + component: DeliveryScores, +}; + +export default meta; + +type Story = StoryObj; + +export const Loading: Story = { + args: { loading: true }, +}; + +export const Populated: Story = { + args: { scores: mockDeliveryScores }, +}; + +export const Empty: Story = { + args: { scores: null }, +}; diff --git a/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.tsx b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.tsx new file mode 100644 index 0000000..75f42f9 --- /dev/null +++ b/frontend/app/scorecard/components/DeliveryScores/DeliveryScores.tsx @@ -0,0 +1,49 @@ +import type { DeliveryScores as DeliveryScoresType } from "@/lib/interview-coach/types"; + +import styles from "./DeliveryScores.module.css"; + +export type DeliveryScoresProps = { + loading?: boolean; + scores?: DeliveryScoresType | null; +}; + +const METRICS: { key: keyof DeliveryScoresType; label: string }[] = [ + { key: "arousal", label: "Arousal" }, + { key: "dominance", label: "Dominance" }, + { key: "valence", label: "Valence" }, +]; + +function formatScore(value: number): string { + return value.toFixed(2); +} + +export function DeliveryScores({ loading = false, scores = null }: DeliveryScoresProps) { + return ( +
+

+ Audio delivery (wav2vec2) +

+ {loading ? ( +
+ {METRICS.map(({ key }) => ( +
+ {key} +
+
+ ))} +
+ ) : scores ? ( +
+ {METRICS.map(({ key, label }) => ( +
+
{label}
+
{formatScore(scores[key])}
+
+ ))} +
+ ) : ( +

Awaiting POST /emotion/analyze

+ )} +
+ ); +} diff --git a/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.module.css b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.module.css new file mode 100644 index 0000000..1645340 --- /dev/null +++ b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.module.css @@ -0,0 +1,34 @@ +.root { + border: 1px dashed var(--foreground); + border-opacity: 0.2; + border-radius: 0.5rem; + padding: 1rem 1.25rem; + background: color-mix(in srgb, var(--foreground) 3%, transparent); +} + +.title { + margin: 0 0 0.75rem; + font-size: 0.875rem; + font-weight: 600; + letter-spacing: 0.02em; + text-transform: uppercase; + opacity: 0.7; +} + +.text { + margin: 0; + line-height: 1.55; +} + +.placeholder { + margin: 0; + font-size: 0.875rem; + opacity: 0.55; + font-style: italic; +} + +.skeletonBlock { + height: 4rem; + border-radius: 0.25rem; + background: color-mix(in srgb, var(--foreground) 10%, transparent); +} diff --git a/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.stories.tsx b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.stories.tsx new file mode 100644 index 0000000..a5c77a7 --- /dev/null +++ b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.stories.tsx @@ -0,0 +1,26 @@ +import type { Meta, StoryObj } from "@storybook/react"; + +import { mockModelAnswer } from "@/lib/interview-coach/mocks"; + +import { ModelAnswer } from "./ModelAnswer"; + +const meta: Meta = { + title: "Scorecard/ModelAnswer", + component: ModelAnswer, +}; + +export default meta; + +type Story = StoryObj; + +export const Loading: Story = { + args: { loading: true }, +}; + +export const Populated: Story = { + args: { modelAnswer: mockModelAnswer }, +}; + +export const Empty: Story = { + args: { modelAnswer: null }, +}; diff --git a/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.tsx b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.tsx new file mode 100644 index 0000000..323858b --- /dev/null +++ b/frontend/app/scorecard/components/ModelAnswer/ModelAnswer.tsx @@ -0,0 +1,25 @@ +import type { ModelAnswer as ModelAnswerType } from "@/lib/interview-coach/types"; + +import styles from "./ModelAnswer.module.css"; + +export type ModelAnswerProps = { + loading?: boolean; + modelAnswer?: ModelAnswerType | null; +}; + +export function ModelAnswer({ loading = false, modelAnswer = null }: ModelAnswerProps) { + return ( +
+

+ Model answer (shell) +

+ {loading ? ( +
+ ) : modelAnswer ? ( +

{modelAnswer.text}

+ ) : ( +

Included in LLM feedback response

+ )} +
+ ); +} diff --git a/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.module.css b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.module.css new file mode 100644 index 0000000..6fc43ea --- /dev/null +++ b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.module.css @@ -0,0 +1,62 @@ +.root { + border: 1px dashed var(--foreground); + border-opacity: 0.2; + border-radius: 0.5rem; + padding: 1rem 1.25rem; +} + +.title { + margin: 0 0 0.75rem; + font-size: 0.875rem; + font-weight: 600; + letter-spacing: 0.02em; + text-transform: uppercase; + opacity: 0.7; +} + +.summary { + margin: 0 0 1rem; + line-height: 1.5; +} + +.sectionTitle { + margin: 0 0 0.5rem; + font-size: 0.8125rem; + font-weight: 600; + opacity: 0.75; +} + +.list { + margin: 0 0 1rem; + padding-left: 1.25rem; +} + +.list:last-child { + margin-bottom: 0; +} + +.placeholder { + margin: 0; + font-size: 0.875rem; + opacity: 0.55; + font-style: italic; +} + +.skeletonLine { + height: 0.875rem; + margin-bottom: 0.5rem; + border-radius: 0.25rem; + background: color-mix(in srgb, var(--foreground) 10%, transparent); +} + +.skeletonLineShort { + height: 0.875rem; + width: 70%; + margin-bottom: 0.5rem; + border-radius: 0.25rem; + background: color-mix(in srgb, var(--foreground) 10%, transparent); +} + +.skeletonLine:last-child { + margin-bottom: 0; +} diff --git a/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.stories.tsx b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.stories.tsx new file mode 100644 index 0000000..9e34e4f --- /dev/null +++ b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.stories.tsx @@ -0,0 +1,26 @@ +import type { Meta, StoryObj } from "@storybook/react"; + +import { mockQualitativeFeedback } from "@/lib/interview-coach/mocks"; + +import { QualitativeFeedback } from "./QualitativeFeedback"; + +const meta: Meta = { + title: "Scorecard/QualitativeFeedback", + component: QualitativeFeedback, +}; + +export default meta; + +type Story = StoryObj; + +export const Loading: Story = { + args: { loading: true }, +}; + +export const Populated: Story = { + args: { feedback: mockQualitativeFeedback }, +}; + +export const Empty: Story = { + args: { feedback: null }, +}; diff --git a/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.tsx b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.tsx new file mode 100644 index 0000000..9deae25 --- /dev/null +++ b/frontend/app/scorecard/components/QualitativeFeedback/QualitativeFeedback.tsx @@ -0,0 +1,48 @@ +import type { QualitativeFeedback as QualitativeFeedbackType } from "@/lib/interview-coach/types"; + +import styles from "./QualitativeFeedback.module.css"; + +export type QualitativeFeedbackProps = { + loading?: boolean; + feedback?: QualitativeFeedbackType | null; +}; + +export function QualitativeFeedback({ + loading = false, + feedback = null, +}: QualitativeFeedbackProps) { + return ( +
+

+ LLM feedback (shell) +

+ {loading ? ( +
+
+
+
+
+ ) : feedback ? ( + <> +

{feedback.summary}

+

Strengths

+
    + {feedback.strengths.map((item) => ( +
  • {item}
    • + ))} +
+

Improvements

+
    + {feedback.improvements.map((item) => ( +
  • {item}
    • + ))} +
+

Delivery notes

+

{feedback.deliveryNotes}

+ + ) : ( +

Awaiting POST /feedback/generate

+ )} +
+ ); +} diff --git a/frontend/app/scorecard/components/Scorecard/Scorecard.module.css b/frontend/app/scorecard/components/Scorecard/Scorecard.module.css new file mode 100644 index 0000000..99c89f2 --- /dev/null +++ b/frontend/app/scorecard/components/Scorecard/Scorecard.module.css @@ -0,0 +1,62 @@ +.root { + display: flex; + flex-direction: column; + gap: 1.25rem; + max-width: 48rem; +} + +.header { + display: flex; + flex-direction: column; + gap: 0.5rem; +} + +.eyebrow { + margin: 0; + font-size: 0.75rem; + font-weight: 600; + letter-spacing: 0.06em; + text-transform: uppercase; + opacity: 0.55; +} + +.question { + margin: 0; + font-size: 1.125rem; + line-height: 1.45; + font-weight: 600; +} + +.transcript { + margin: 0; + padding: 0.75rem 1rem; + border-radius: 0.375rem; + font-size: 0.875rem; + line-height: 1.5; + background: color-mix(in srgb, var(--foreground) 6%, transparent); + opacity: 0.9; +} + +.scoresRow { + display: flex; + flex-direction: column; + gap: 1rem; +} + +.feedbackColumn { + display: flex; + flex-direction: column; + gap: 1rem; +} + +.shellBadge { + align-self: flex-start; + padding: 0.2rem 0.5rem; + border-radius: 0.25rem; + font-size: 0.6875rem; + font-weight: 600; + letter-spacing: 0.04em; + text-transform: uppercase; + border: 1px solid color-mix(in srgb, var(--foreground) 25%, transparent); + opacity: 0.7; +} diff --git a/frontend/app/scorecard/components/Scorecard/Scorecard.stories.tsx b/frontend/app/scorecard/components/Scorecard/Scorecard.stories.tsx new file mode 100644 index 0000000..14ee2a6 --- /dev/null +++ b/frontend/app/scorecard/components/Scorecard/Scorecard.stories.tsx @@ -0,0 +1,55 @@ +import type { Meta, StoryObj } from "@storybook/react"; + +import { + mockDeliveryScores, + mockModelAnswer, + mockQualitativeFeedback, + mockQuestion, + mockTranscript, + mockTranscriptScores, +} from "@/lib/interview-coach/mocks"; + +import { Scorecard } from "./Scorecard"; + +const meta: Meta = { + title: "Scorecard/Scorecard", + component: Scorecard, +}; + +export default meta; + +type Story = StoryObj; + +export const Empty: Story = { + args: {}, +}; + +export const PartialScoresOnly: Story = { + args: { + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + }, +}; + +export const Full: Story = { + args: { + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + feedback: mockQualitativeFeedback, + modelAnswer: mockModelAnswer, + }, +}; + +export const LoadingFeedback: Story = { + args: { + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, + loadingFeedback: true, + }, +}; diff --git a/frontend/app/scorecard/components/Scorecard/Scorecard.tsx b/frontend/app/scorecard/components/Scorecard/Scorecard.tsx new file mode 100644 index 0000000..81f2094 --- /dev/null +++ b/frontend/app/scorecard/components/Scorecard/Scorecard.tsx @@ -0,0 +1,66 @@ +import { DeliveryScores } from "@/app/scorecard/components/DeliveryScores/DeliveryScores"; +import { ModelAnswer } from "@/app/scorecard/components/ModelAnswer/ModelAnswer"; +import { QualitativeFeedback } from "@/app/scorecard/components/QualitativeFeedback/QualitativeFeedback"; +import { TranscriptFeedbackScores } from "@/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores"; +import type { + DeliveryScores as DeliveryScoresType, + InterviewQuestion, + ModelAnswer as ModelAnswerType, + QualitativeFeedback as QualitativeFeedbackType, + Transcript, + TranscriptFeedbackScores as TranscriptFeedbackScoresType, +} from "@/lib/interview-coach/types"; + +import styles from "./Scorecard.module.css"; + +export type ScorecardProps = { + question?: InterviewQuestion | null; + transcript?: Transcript | null; + deliveryScores?: DeliveryScoresType | null; + transcriptScores?: TranscriptFeedbackScoresType | null; + feedback?: QualitativeFeedbackType | null; + modelAnswer?: ModelAnswerType | null; + loadingDelivery?: boolean; + loadingTranscriptScores?: boolean; + loadingFeedback?: boolean; + showShellBadge?: boolean; +}; + +export function Scorecard({ + question = null, + transcript = null, + deliveryScores = null, + transcriptScores = null, + feedback = null, + modelAnswer = null, + loadingDelivery = false, + loadingTranscriptScores = false, + loadingFeedback = false, + showShellBadge = true, +}: ScorecardProps) { + return ( +
+ {showShellBadge ? UI shell : null} +
+

Question

+

+ {question?.prompt ?? "No question selected"} +

+ {transcript ? ( +

{transcript.text}

+ ) : null} +
+
+ + +
+
+ + +
+
+ ); +} diff --git a/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.module.css b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.module.css new file mode 100644 index 0000000..43f6f4a --- /dev/null +++ b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.module.css @@ -0,0 +1,70 @@ +.root { + border: 1px dashed var(--foreground); + border-opacity: 0.2; + border-radius: 0.5rem; + padding: 1rem 1.25rem; + background: color-mix(in srgb, var(--foreground) 4%, transparent); +} + +.title { + margin: 0 0 0.75rem; + font-size: 0.875rem; + font-weight: 600; + letter-spacing: 0.02em; + text-transform: uppercase; + opacity: 0.7; +} + +.grid { + display: grid; + grid-template-columns: repeat(2, minmax(0, 1fr)); + gap: 0.75rem; +} + +@media (min-width: 640px) { + .grid { + grid-template-columns: repeat(4, minmax(0, 1fr)); + } +} + +.metric { + display: flex; + flex-direction: column; + gap: 0.25rem; +} + +.label { + font-size: 0.75rem; + opacity: 0.65; +} + +.value { + font-family: var(--font-mono), monospace; + font-size: 1.125rem; + font-weight: 600; +} + +.placeholder { + margin: 0; + font-size: 0.875rem; + opacity: 0.55; + font-style: italic; +} + +.skeletonBar { + height: 1.125rem; + width: 3rem; + border-radius: 0.25rem; + background: color-mix(in srgb, var(--foreground) 12%, transparent); + animation: pulse 1.4s ease-in-out infinite; +} + +@keyframes pulse { + 0%, + 100% { + opacity: 0.45; + } + 50% { + opacity: 0.9; + } +} diff --git a/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.stories.tsx b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.stories.tsx new file mode 100644 index 0000000..c0ac91d --- /dev/null +++ b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.stories.tsx @@ -0,0 +1,26 @@ +import type { Meta, StoryObj } from "@storybook/react"; + +import { mockTranscriptScores } from "@/lib/interview-coach/mocks"; + +import { TranscriptFeedbackScores } from "./TranscriptFeedbackScores"; + +const meta: Meta = { + title: "Scorecard/TranscriptFeedbackScores", + component: TranscriptFeedbackScores, +}; + +export default meta; + +type Story = StoryObj; + +export const Loading: Story = { + args: { loading: true }, +}; + +export const Populated: Story = { + args: { scores: mockTranscriptScores }, +}; + +export const Empty: Story = { + args: { scores: null }, +}; diff --git a/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.tsx b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.tsx new file mode 100644 index 0000000..c1e924f --- /dev/null +++ b/frontend/app/scorecard/components/TranscriptFeedbackScores/TranscriptFeedbackScores.tsx @@ -0,0 +1,53 @@ +import type { TranscriptFeedbackScores as TranscriptFeedbackScoresType } from "@/lib/interview-coach/types"; + +import styles from "./TranscriptFeedbackScores.module.css"; + +export type TranscriptFeedbackScoresProps = { + loading?: boolean; + scores?: TranscriptFeedbackScoresType | null; +}; + +const METRICS: { key: keyof TranscriptFeedbackScoresType; label: string }[] = [ + { key: "clarity", label: "Clarity" }, + { key: "structure", label: "Structure" }, + { key: "relevance", label: "Relevance" }, + { key: "conciseness", label: "Conciseness" }, +]; + +function formatScore(value: number): string { + return value.toFixed(2); +} + +export function TranscriptFeedbackScores({ + loading = false, + scores = null, +}: TranscriptFeedbackScoresProps) { + return ( +
+

+ Transcript classifier (shell) +

+ {loading ? ( +
+ {METRICS.map(({ key }) => ( +
+ {key} +
+
+ ))} +
+ ) : scores ? ( +
+ {METRICS.map(({ key, label }) => ( +
+
{label}
+
{formatScore(scores[key])}
+
+ ))} +
+ ) : ( +

Awaiting transcript classifier

+ )} +
+ ); +} diff --git a/frontend/app/scorecard/page.tsx b/frontend/app/scorecard/page.tsx new file mode 100644 index 0000000..4f93427 --- /dev/null +++ b/frontend/app/scorecard/page.tsx @@ -0,0 +1,25 @@ +import Link from "next/link"; + +import { ScorecardPanel } from "@/app/scorecard/ScorecardPanel"; +import { mockSessionReview } from "@/lib/interview-coach/mocks"; + +export default function ScorecardPage() { + return ( +
+
+ + ← Home + +

Scorecard shell

+

+ Static mock data. Use{" "} + + /dev/flow + {" "} + to step through the pipeline and watch payloads update. +

+
+ +
+ ); +} diff --git a/frontend/lib/interview-coach/aggregateReviewPayload.ts b/frontend/lib/interview-coach/aggregateReviewPayload.ts new file mode 100644 index 0000000..262001e --- /dev/null +++ b/frontend/lib/interview-coach/aggregateReviewPayload.ts @@ -0,0 +1,26 @@ +import type { + DeliveryScores, + InterviewQuestion, + ReviewContextPayload, + Transcript, + TranscriptFeedbackScores, +} from "@/lib/interview-coach/types"; + +/** + * Merges audio delivery scores and transcript classifier scores into one + * payload for POST /feedback/generate. Pure function — safe to call from + * client containers or server route handlers. + */ +export function aggregateReviewPayload(input: { + question: InterviewQuestion; + transcript: Transcript; + deliveryScores: DeliveryScores; + transcriptScores: TranscriptFeedbackScores; +}): ReviewContextPayload { + return { + question: input.question, + transcript: input.transcript, + deliveryScores: input.deliveryScores, + transcriptScores: input.transcriptScores, + }; +} diff --git a/frontend/lib/interview-coach/mocks.ts b/frontend/lib/interview-coach/mocks.ts new file mode 100644 index 0000000..ce69e1a --- /dev/null +++ b/frontend/lib/interview-coach/mocks.ts @@ -0,0 +1,69 @@ +import type { + DeliveryScores, + InterviewQuestion, + ModelAnswer, + QualitativeFeedback, + ReviewContextPayload, + SessionReviewResult, + Transcript, + TranscriptFeedbackScores, +} from "@/lib/interview-coach/types"; + +export const mockQuestion: InterviewQuestion = { + id: "q-behavioral-01", + prompt: "Tell me about a time you had to influence a team without direct authority.", +}; + +export const mockTranscript: Transcript = { + text: "Last year our design and engineering leads disagreed on scope for a launch. I set up a short working session, mapped tradeoffs on a whiteboard, and proposed a phased rollout. We shipped on time and both teams felt heard.", + segments: [ + { start: 0, end: 4.2, text: "Last year our design and engineering leads disagreed on scope for a launch." }, + { start: 4.2, end: 9.8, text: "I set up a short working session, mapped tradeoffs on a whiteboard," }, + { start: 9.8, end: 15.1, text: "and proposed a phased rollout. We shipped on time and both teams felt heard." }, + ], +}; + +export const mockDeliveryScores: DeliveryScores = { + arousal: 0.61, + dominance: 0.55, + valence: 0.32, +}; + +export const mockTranscriptScores: TranscriptFeedbackScores = { + clarity: 0.78, + structure: 0.72, + relevance: 0.85, + conciseness: 0.68, +}; + +export const mockQualitativeFeedback: QualitativeFeedback = { + summary: + "Strong STAR-style story with a clear outcome. Delivery reads as measured but engaged; tighten the opening hook.", + strengths: [ + "Concrete situation and actions", + "Credible outcome with team alignment", + ], + improvements: [ + "Lead with your role in one sentence", + "Quantify impact if possible (timeline, metrics)", + ], + deliveryNotes: + "Valence is slightly low — consider warmer phrasing when describing collaboration.", +}; + +export const mockModelAnswer: ModelAnswer = { + text: "When two senior stakeholders disagreed on launch scope, I facilitated a 45-minute working session, documented three options with tradeoffs, and recommended a phased rollout. We hit the date with both teams aligned on phase two priorities.", +}; + +export const mockReviewContext: ReviewContextPayload = { + question: mockQuestion, + transcript: mockTranscript, + deliveryScores: mockDeliveryScores, + transcriptScores: mockTranscriptScores, +}; + +export const mockSessionReview: SessionReviewResult = { + context: mockReviewContext, + feedback: mockQualitativeFeedback, + modelAnswer: mockModelAnswer, +}; diff --git a/frontend/lib/interview-coach/pipelineStages.ts b/frontend/lib/interview-coach/pipelineStages.ts new file mode 100644 index 0000000..71bd244 --- /dev/null +++ b/frontend/lib/interview-coach/pipelineStages.ts @@ -0,0 +1,46 @@ +import type { PipelineStage } from "@/lib/interview-coach/types"; + +export const INITIAL_PIPELINE_STAGES: PipelineStage[] = [ + { + id: "record", + label: "1. Record", + description: "User selects a question and records answer in the browser.", + status: "idle", + }, + { + id: "transcribe", + label: "2. Transcribe", + description: "Audio blob → Whisper API → timestamped transcript.", + status: "idle", + }, + { + id: "audioScores", + label: "3. Audio delivery scores", + description: "Audio → POST /emotion/analyze → arousal, dominance, valence.", + status: "idle", + }, + { + id: "transcriptScores", + label: "4. Transcript classifier", + description: "Transcript → classifier → content/delivery scores (shell schema).", + status: "idle", + }, + { + id: "aggregate", + label: "5. Aggregate for LLM", + description: "Merge question, transcript, and both score sets → ReviewContextPayload.", + status: "idle", + }, + { + id: "llmFeedback", + label: "6. LLM feedback", + description: "ReviewContextPayload → POST /feedback/generate → feedback + model answer.", + status: "idle", + }, + { + id: "scorecard", + label: "7. Scorecard UI", + description: "Frontend renders delivery metrics, qualitative feedback, model answer.", + status: "idle", + }, +]; diff --git a/frontend/lib/interview-coach/types.ts b/frontend/lib/interview-coach/types.ts new file mode 100644 index 0000000..0cacf48 --- /dev/null +++ b/frontend/lib/interview-coach/types.ts @@ -0,0 +1,82 @@ +/** Arousal / dominance / valence from POST /emotion/analyze */ +export type DeliveryScores = { + arousal: number; + dominance: number; + valence: number; +}; + +export type TranscriptSegment = { + start: number; + end: number; + text: string; +}; + +/** Timestamped transcript from POST /speech/transcribe (contract TBD) */ +export type Transcript = { + text: string; + segments: TranscriptSegment[]; +}; + +/** + * Delivery / content signals from transcript classifier (contract TBD). + * Shell dimensions until backend defines the schema. + */ +export type TranscriptFeedbackScores = { + clarity: number; + structure: number; + relevance: number; + conciseness: number; +}; + +export type InterviewQuestion = { + id: string; + prompt: string; +}; + +/** Combined context sent to POST /feedback/generate */ +export type ReviewContextPayload = { + question: InterviewQuestion; + transcript: Transcript; + deliveryScores: DeliveryScores; + transcriptScores: TranscriptFeedbackScores; +}; + +/** Structured LLM feedback (contract TBD) */ +export type QualitativeFeedback = { + summary: string; + strengths: string[]; + improvements: string[]; + deliveryNotes: string; +}; + +export type ModelAnswer = { + text: string; +}; + +/** Full result rendered on the scorecard */ +export type SessionReviewResult = { + context: ReviewContextPayload; + feedback: QualitativeFeedback; + modelAnswer: ModelAnswer; +}; + +export type PipelineStageStatus = "idle" | "pending" | "done" | "error"; + +export type PipelineStageId = + | "record" + | "transcribe" + | "audioScores" + | "transcriptScores" + | "aggregate" + | "llmFeedback" + | "scorecard"; + +export type PipelineStage = { + id: PipelineStageId; + label: string; + description: string; + status: PipelineStageStatus; + input?: TInput; + output?: TOutput; + error?: string; +}; diff --git a/frontend/types/storybook.d.ts b/frontend/types/storybook.d.ts new file mode 100644 index 0000000..42dc6e3 --- /dev/null +++ b/frontend/types/storybook.d.ts @@ -0,0 +1,10 @@ +declare module "@storybook/react" { + export type Meta = { + title?: string; + component?: T; + }; + + export type StoryObj = { + args?: Partial; + }; +} From ebfb47798fa024d83d232f286aebeb1dda6de2c0 Mon Sep 17 00:00:00 2001 From: Jacob Woodbury Date: Thu, 28 May 2026 12:46:07 -0700 Subject: [PATCH 4/8] chore: auto-format staged files on pre-commit --- .DS_Store | Bin 8196 -> 8196 bytes README.md | 2 +- frontend/.prettierignore | 1 + frontend/AGENTS.md | 7 ++++-- frontend/app/dev/flow/FlowDevClient.tsx | 18 +++----------- .../FlowStageCard/FlowStageCard.tsx | 4 +-- frontend/app/dev/flow/page.tsx | 6 ++--- frontend/app/page.tsx | 4 +-- .../components/Scorecard/Scorecard.tsx | 13 +++------- frontend/lib/interview-coach/mocks.ts | 23 ++++++++++++------ lefthook.yml | 16 ++++++++++++ 11 files changed, 52 insertions(+), 42 deletions(-) diff --git a/.DS_Store b/.DS_Store index 03ec82705bc2c8663d82e5a9b683fc02b61127d9..c4096393102e6de4d7cf819f541e8b3a64b8cb68 100644 GIT binary patch delta 157 zcmZp1XmQw}DiFucl+3`uz`~%%kj{|FP?DSP;*yk;p9B=+nE7O?SLT!Bj;Qh}c;yQ+ z41<&Na|?ia7#R2pHa81&GO?&s6y;175LVz|U}$gwnF!>FP4*M!Vg(A^$e0`}tjwYj QKY?NL24R`a3xrd60PyK682|tP delta 157 zcmZp1XmQw}DiFu!&CbBUz`~%%kj{|FP?DSP;*yk;p9B=+*!ySCwA3fZ9Z}^|@X8lt z7zQWj=N16<08MzXxmlo-iAC06W%OhLVFiwevxy2I6M-DD$$r9ItYCr3vBJtMioyX5 OlQ#&o| diff --git a/README.md b/README.md index ca59283..50d73f0 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ cd frontend pnpm install ``` -This also installs the pre-push git hooks via lefthook. Hooks run ESLint, Prettier, and TypeScript checks before any push reaches GitHub. +This also installs git hooks via lefthook. **Pre-commit** auto-formats staged frontend/backend files; **pre-push** runs ESLint, Prettier check, and TypeScript on the frontend (plus Ruff on the backend). ## Running the project diff --git a/frontend/.prettierignore b/frontend/.prettierignore index 0646fac..dcee3d6 100644 --- a/frontend/.prettierignore +++ b/frontend/.prettierignore @@ -3,4 +3,5 @@ out/ build/ node_modules/ pnpm-lock.yaml +package-lock.json next-env.d.ts diff --git a/frontend/AGENTS.md b/frontend/AGENTS.md index 8f44869..2568218 100644 --- a/frontend/AGENTS.md +++ b/frontend/AGENTS.md @@ -131,7 +131,10 @@ Run from `frontend/` unless noted. Install hooks: `pnpm install` (runs `lefthook install` via `prepare`). -Pre-push hooks (repo root `lefthook.yml`): ESLint, Prettier check, and TypeScript on the frontend; Ruff on the backend. Set `LEFTHOOK=0` to skip in CI if needed. +Git hooks (repo root `lefthook.yml`): + +- **pre-commit:** Prettier and Ruff format **staged** files and re-stage fixes (`stage_fixed: true`) — formatting is applied before the commit lands. +- **pre-push:** ESLint, Prettier check, and TypeScript on the frontend; Ruff check/format on the backend (catches `--no-verify` commits). Set `LEFTHOOK=0` to skip in CI if needed. Script reference: [frontend/README.md](./README.md). @@ -240,7 +243,7 @@ External links may use `` with `target="_blank"` and `rel="noopener noreferre ## Git conventions - Ask before committing or pushing. -- Pre-push: lefthook runs frontend lint, format check, and typecheck (see `lefthook.yml` at repo root). +- Hooks: pre-commit auto-formats staged files; pre-push runs lint, format check, and typecheck (see `lefthook.yml` at repo root). - Keep commits focused; match existing message style on the branch when one exists. --- diff --git a/frontend/app/dev/flow/FlowDevClient.tsx b/frontend/app/dev/flow/FlowDevClient.tsx index c242e3f..a8ed1b8 100644 --- a/frontend/app/dev/flow/FlowDevClient.tsx +++ b/frontend/app/dev/flow/FlowDevClient.tsx @@ -32,9 +32,7 @@ function cloneStages(): PipelineStage[] { export function FlowDevClient() { const [stages, setStages] = useState(cloneStages); const [stepIndex, setStepIndex] = useState(-1); - const [sessionResult, setSessionResult] = useState( - null, - ); + const [sessionResult, setSessionResult] = useState(null); const canAdvance = stepIndex < stages.length - 1; const isComplete = stepIndex >= stages.length - 1; @@ -138,8 +136,7 @@ export function FlowDevClient() { }, []); const loadingFlags = useMemo(() => { - const done = (id: PipelineStage["id"]) => - stages.find((s) => s.id === id)?.status === "done"; + const done = (id: PipelineStage["id"]) => stages.find((s) => s.id === id)?.status === "done"; return { loadingDelivery: !done("audioScores"), loadingTranscriptScores: !done("transcriptScores"), @@ -150,12 +147,7 @@ export function FlowDevClient() { return (
-
- - {stage.status} - + {stage.status}
diff --git a/frontend/app/dev/flow/page.tsx b/frontend/app/dev/flow/page.tsx index a3ef249..dd05f98 100644 --- a/frontend/app/dev/flow/page.tsx +++ b/frontend/app/dev/flow/page.tsx @@ -11,9 +11,9 @@ export default function FlowDevPage() {

Pipeline flow (dev)

- Step through mocked pipeline stages. Each card shows input/output JSON as - data would move between browser, Whisper, emotion model, transcript - classifier, aggregator, LLM, and scorecard UI. + Step through mocked pipeline stages. Each card shows input/output JSON as data would move + between browser, Whisper, emotion model, transcript classifier, aggregator, LLM, and + scorecard UI.

diff --git a/frontend/app/page.tsx b/frontend/app/page.tsx index 9d20590..0d2813c 100644 --- a/frontend/app/page.tsx +++ b/frontend/app/page.tsx @@ -11,8 +11,8 @@ export default function Home() { Practice answers. Get structured feedback.

- Frontend shells for the scorecard and pipeline are ready for integration. - Use the dev flow page to watch mock data move through each stage. + Frontend shells for the scorecard and pipeline are ready for integration. Use the dev flow + page to watch mock data move through each stage.