assemble
FreeDev-Critic loop: implement, review, fix — repeat until clean
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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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Review the instructions the agent will receive before you install.
Implement features, fix bugs, and ensure the codebase remains healthy and maintainable.
spec), creating Linear issues (lead), reviewing the changeset (critic), committing and pushing (ship).Work from a defined Product Backlog Item with acceptance criteria whenever one exists. Before writing code, check Linear for the assigned issue and specs/ for the spec covering the feature domain.
.astro files — Astro has no auto-imports.loader: glob() form.<link href="/src/...">.any types.type: 'content' for collections.<link href="/src/...">.When parallelizing work into sub-agents, use the cheapest model that fits:
Set the model parameter on each sub-agent call accordingly. Default to sonnet when unsure.
pnpm check — type validationpnpm lint — Biome checkspnpm test:run — unit tests$ARGUMENTS
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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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Perform an adversarial review of the current uncommitted changeset, validating it against project contracts and architectural intent.
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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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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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