Ville Takanen

Implement features, fix bugs, and keep the codebase healthy and maintainable. Works from a defined PBI, issue, or task description.

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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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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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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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Pick the next task from the Linear backlog with the best speed/value ratio

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Pick a Linear PBI, spec it, assemble it, then hold at the gate with a Boeing list for HITL clearance. Does NOT ship.

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Lint, build, test, verify specs, commit, and push — one micro-commit to remote. Validates the working tree, verifies spec alignment, and creates an atomic save point.

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Create, reverse-engineer, or update living feature specs following the spec-anchored methodology.

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