assemble
FreeDev-Critic loop: implement, review, fix — repeat until clean
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Perform an adversarial review of the current uncommitted changeset, validating it against project contracts and architectural intent.
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See how to installReview the instructions the agent will receive before you install.
Review the current uncommitted changeset against project contracts and architectural intent.
Be skeptical. Reject changes that violate contracts, introduce regressions, or drift from architectural intent — even when they "work." Favor false positives over false negatives.
dev), committing (ship), assessing knowledge-base content quality (assess).git diff (staged + unstaged) to capture all pending changes.CLAUDE.md / AGENTS.md — operational boundaries and coding standardssrc/content/config.ts — content schemas (if content files changed)src/styles/ds/ — design tokens and layout system (if styles changed)specs/ — any spec covering the changed domainsrc/components/ds-docs/ for documented patterns.Evaluate every change against the loaded contracts. Check each dimension independently.
any types, untyped parameters, or schema violations?.astro files explicitly imported?glob() loader, not legacy type: 'content'?.breakout or .full — are they in a context where the grid columns are available?display: contents side effects (DOM vs. visual tree selector mismatches)?.md/.mdx changed)config.ts?## (h2), not # (h1)?<figure> elements?Run the project's deterministic checks:
pnpm check — type validation (0 errors required)pnpm lint — Biome checksReport the results. If either fails, include the errors in the review.
Present findings as a structured review:
## Adversarial Review: [date]
### Verdict: PASS | PASS WITH NOTES | FAIL
### Changeset Summary
- Files changed: N
- Lines added/removed: +N / -N
- Systems touched: [list]
### Violations (if any)
For each violation:
1. **File:Line** — Description
- **Contract:** Which rule or spec is violated
- **Impact:** Why this matters
- **Fix:** Specific remediation
### Observations (non-blocking)
Items that aren't violations but warrant attention.
### Checks
- Type check: PASS/FAIL
- Lint: PASS/FAIL
Verdict rules:
CLAUDE.md is violated, or pnpm check / pnpm lint fails.No reviews yet. Tell others what you thought.
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Dev-Critic loop: implement, review, fix — repeat until clean
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Assess source material against the ASDLC Knowledge Base and produce an evidence-calibrated Content Review Report.
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Triage the content corpus against the latest GSC snapshot and produce a prioritized refresh report. Read-only: reports, never edits.
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Implement features, fix bugs, and keep the codebase healthy and maintainable. Works from a defined PBI, issue, or task description.
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GEO+SEO audit of asdlc.io — analyzes the codebase for Generative Engine Optimization across AI citability, technical infrastructure, content quality, schema markup, and knowledge base discoverability. Produces a composite GEO Score (0-100) with prioritized action plan.
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Produce written specs and atomic PBIs that an implementation agent can execute independently. Authors specs and Linear issues.
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