Rewrite README as enterprise showcase

[ProfRandom92]

Motivation

• Present Comptextv7 as a GitHub-first, enterprise-grade showcase that gives immediate reviewer understanding and a clean visual first impression.
• Emphasize a cloud-first validation posture with GitHub Actions as the authoritative execution surface and a clear synthetic-only data stance for GDPR/enterprise friendliness.
• Surface visible product value (deterministic transport frames, token-reduction purpose, CFI artifact flow) without research jargon or exaggerated claims.

Description

• Rewrote README.md into a premium enterprise-style README with a modern hero (title, positioning statement, live Vercel demo link, CI badges) and concise architecture highlights.
• Added focused sections that match the requested structure: "What Comptextv7 does" (simple token-reduction explanation, deterministic KVTC-V7 frames, synthetic-only posture), "Showcase" (screenshot placeholder, Vercel link, reviewer walkthroughs), "Cloud-first validation architecture" (workflows, artifact publishing, degraded local runner, privacy posture), "Validation + artifacts" (CFI-01/02/03 plain-English model and artifact flow), "Enterprise positioning", compact text architecture diagram, and a short roadmap.
• Preserved technical credibility and repository linkages by keeping references to existing docs, workflows, and schema artifacts (demo/walkthrough, showcase/readiness, benchmark guidance, .github/workflows/*, and contracts/hash-chilli-cloud-ci-result.schema.json) and added maintainer commands and safety boundaries for reviewers and maintainers.

Testing

• Ran git diff --check to ensure no whitespace/patch issues; the check succeeded.
• Executed a Python verification script that confirms the README contains the required showcase sections and that referenced paths (docs/DEMO_WALKTHROUGH.md, docs/SHOWCASE_READINESS.md, docs/BENCHMARK_EXPLANATION.md, docs/API_SURFACE.md, .github/workflows/ci.yml, .github/workflows/agent-checks.yml, .github/workflows/validation_runner.yml, contracts/hash-chilli-cloud-ci-result.schema.json) exist; the script passed.
• No runtime code changes or unit-test modifications were made as part of this PR; existing CI workflows remain the authoritative validation path.

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Codex Task

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Project	Deployment	Actions	Updated (UTC)
comptextv7	Ready	Preview, Comment	May 12, 2026 5:47pm

[gemini-code-assist]

Code Review

This pull request significantly restructures the README to focus on a cloud-first validation architecture and an industrial prototype positioning. Key changes include the addition of a Vercel showcase link, new sections on architecture highlights and enterprise positioning, and updated maintainer commands. Review feedback highlighted a branding inconsistency with the repository style guide regarding the project name casing, discrepancies in documentation regarding report storage locations and directory naming for 'hash-companion' docs, and a request for clarification on the new dashboard execution flag.

[gemini-code-assist]

The project name has been changed to Comptextv7, but the Repository Style Guide (Project Memory) consistently uses CompText V7 (see lines 1, 4, 7, and 13 of the style guide). To maintain branding consistency and adhere to the project's established identity, the name should remain CompText V7 unless a formal renaming is intended across all documentation and the style guide.

Suggested change

	# Comptextv7 — Cloud-First Diagnostic Compression Infrastructure
	# CompText V7 — Cloud-First Diagnostic Compression Infrastructure

References

1. The style guide defines the project as 'CompText V7' and uses this casing throughout the mission and architectural pillars. ^(link)

[gemini-code-assist]

The repository map refers to Hash/chilli docs, but the links in the 'CFI artifact model' table (lines 125-126) point to the docs/hash-companion/ directory. These should be aligned to ensure the documentation is easy to navigate and consistent with the actual file structure.

Suggested change

	├── docs/ # showcase, reports, wiki, and Hash/chilli docs
	├── docs/ # showcase, reports, wiki, and hash-companion docs

[gemini-code-assist]

There is a discrepancy between the report locations mentioned here and the actual output of the validation scripts. This line directs reviewers to docs/reports/, but the 'CFI artifact model' (line 127) and the scripts/validate.py implementation (which writes to a root reports/ directory) suggest that some artifacts are stored in a top-level reports/ folder. Please ensure the README accurately reflects where all generated reports can be found.

[gemini-code-assist]

The command python dashboard/industrial_dashboard.py --once is listed without context. In the previous version of the README, the dashboard command included host and port configuration for running a persistent server. It should be clarified if --once is intended as a smoke test or a specific validation check, as maintainers might otherwise expect a persistent dashboard process to start.