bjcoombs

bjcoombs/ai-native-toolkit

Plugin Claude Code

Plugin marketplace listing 1 plugin: ai-native-toolkit.

bjcoombs/ai-native-toolkit

Plugin Claude Code

Skills for AI-native development. /assess scores a codebase's readiness for AI agent contributors (0-8 layered contract model) and generates a Codecov-style complexity hotspot SVG plus a colour-blind-safe doc-navigability graph. /huddle runs structured multi-perspective deliberation using Six Thinking Hats with…

bjcoombs/ai-native-toolkit

Instructions file

Instructions for bjcoombs/ai-native-toolkit, covering claude.md, scope of this repo, north star, versioning and file conventions.

bjcoombs/ai-native-toolkit

Agent

Scores a codebase against the /assess 0-8 layered contract model, reading the deterministic run-context.json and assigning Present/Partial/Missing per layer with evidence.

bjcoombs/ai-native-toolkit

Agent

Critical analysis through mechanistic causal reasoning and proportionality testing. Challenges both over-complex and over-simple solutions.

bjcoombs/ai-native-toolkit

Agent

Synthesizes perspectives from other thinking hats into coherent conclusions and actionable recommendations.

bjcoombs/ai-native-toolkit

Agent

Creative problem-solving across the full complexity spectrum. Finds solutions nobody proposed.

bjcoombs/ai-native-toolkit

Agent

Discovers who is affected and diagnoses what they feel. Actor discovery and emotional granularity as diagnostic tools.

bjcoombs/ai-native-toolkit

Agent

Creates clear, actionable documentation from synthesized analysis. Invisible framework.

bjcoombs/ai-native-toolkit

Agent

Objective fact-finder who finds code first, theories second. Verifies claims with evidence.

bjcoombs/ai-native-toolkit

Agent

Identifies benefits, opportunities, and value across the full spectrum - from simple wins to bold strategic plays.

bjcoombs/ai-native-toolkit

Command

Six Thinking Hats Analysis.

bjcoombs/ai-native-toolkit

Command

Autonomous fix loop for failing CI on the repo's default branch.

bjcoombs/ai-native-toolkit

Command

Autonomous PR fixing loop - iterates on CI failures and review comments until green.

bjcoombs/ai-native-toolkit

Command

GitHub-issue marathon - triage open issues, then run agent-ready ones to merge with Agent Teams.

bjcoombs/ai-native-toolkit

Command

Example Marathon Configuration for CLAUDE.md - copy the section below into your project's CLAUDE.md.

bjcoombs/ai-native-toolkit

Command

Task Master - plan, start, review, and close.

bjcoombs/ai-native-toolkit

Command

Deep understanding mode (nemawashi) - exhaustive context-gathering before action.

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

Compare two versions of an LLM-directed document - an original (teacher) and a candidate (student) - across a transfer set and return a per-case behavioural-equivalence verdict plus an efficiency signal. A transform-agnostic library capability other skills compose to gate a transform on behavioural sameness. TRIGGER…

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

Renders the /assess report from the deterministic run-context.json and the layer scorecard - the scorecard, the verbatim cross-layer findings, lying signals, and the mandatory Top 3 Actions. TRIGGER when the /assess orchestrator reaches the report-writing step; not a standalone user command.

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

The /assess end-of-run offers - open a PR with the report, track the Top 3 Actions in the user's issue tracker, freeze the assessment into a CI gate, and file tool feedback. TRIGGER when the /assess orchestrator reaches the end-of-run offers; not a standalone user command.

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

Assess a codebase's readiness for AI agent contributors using the layered contract model, and generate a complexity hotspot SVG treemap (size = LOC, hue = cyclomatic complexity, saturation = recent git churn). TRIGGER when the user types /assess, asks for an AI-readiness review, wants a complexity heatmap or hotspot…

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

Go conventions for this repo. TRIGGER when editing any .go file or Connect-Go handlers.

bjcoombs/ai-native-toolkit

Skill Claude CodeCodex

Java conventions for this repo. TRIGGER when editing any .java file, JUnit tests, or Maven modules.