A Claude Code plugin of skills and agents for AI-native development, including a codebase readiness assessment for AI agent contributors and a complexity hotspot treemap. It runs locally against your own codebase.
@bjcoombsCompare two versions of an LLM-directed document - an original (teacher) and a candidate (student) - across a transfer set and…
@bjcoombsAssess a codebase's readiness for AI agent contributors using the layered contract model, and generate a complexity hotspot SVG…
@bjcoombsRenders the /assess report from the deterministic run-context.json and the layer scorecard - the scorecard, the verbatim…
@bjcoombsThe /assess end-of-run offers - open a PR with the report, track the Top 3 Actions in the user's issue tracker, freeze the…
@bjcoombsDetect and remove the telltale signs of AI-generated 'slop' from any written text - articles, reports, emails, essays, bios,…
@bjcoombsAutonomous fix loop for failing CI on the repo's default branch
@bjcoombsAutonomous PR fixing loop - iterates on CI failures and review comments until green
@bjcoombsHelps with writing. Use this whenever the user is working on any kind of text, message, or document and wants it to look…
@bjcoombsRead-only org repo state report. Reuses ghsync's repo discovery (teams union org-repo-list) but, instead of cloning, queries each…
@bjcoombsBulk clone and keep in sync every GitHub repo you can access across an org or personal account. For an org it unions the repos…
@bjcoombsScores a codebase against the /assess 0-8 layered contract model, reading the deterministic run-context.json and assigning…
@bjcoombsCritical analysis through mechanistic causal reasoning and proportionality testing. Challenges both over-complex and over-simple…
@bjcoombsSynthesizes perspectives from other thinking hats into coherent conclusions and actionable recommendations.
@bjcoombsCreative problem-solving across the full complexity spectrum. Finds solutions nobody proposed.
@bjcoombsDiscovers who is affected and diagnoses what they feel. Actor discovery and emotional granularity as diagnostic tools.
@bjcoombsCreates clear, actionable documentation from synthesized analysis. Invisible framework.
@bjcoombsObjective fact-finder who finds code first, theories second. Verifies claims with evidence.
@bjcoombsIdentifies benefits, opportunities, and value across the full spectrum - from simple wins to bold strategic plays.
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