By it-bens
Debug AI tooling behavior by analyzing output against source instructions and enabling honest self-diagnosis.
This skill should be used when the user asks to "diagnose this output", "debug this behavior", "analyze what went wrong", "perform root cause analysis", "why did the agent do this", mentions unexpected AI tooling output, or needs to understand why a skill, agent, or command deviated from its intended behavior. Provides gap analysis and targeted introspection questions against source instructions.
This skill should be used when the user pastes diagnostic questions, says "introspect", "answer these questions about your behavior", "explain why you did this", "reflect on your behavior", or provides questions generated by the diagnosing skill. Answers introspection questions about session behavior with complete honesty for behavior diagnostics workflows.
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npx claudepluginhub it-bens/ai-tools --plugin behavior-diagnosticsOne-time setup skill that explores a project's codebase, drafts project-specific extension content conversationally, and writes the per-skill extension files for the software-writer plugin's writing-code, writing-tests, and writing-docs skills (delivery on Claude Code ships with software-writer 2.x; Codex delivery via AGENTS.override.md). Includes a re-sync mode that audits existing extension files for drift and migrates v1 hook-contexts setups. Long plugin and skill names are intentional to prevent accidental invocation.
Three universal, opinionated skills for writing software: writing-code (API-consultation gate, dependency shape, stack footgun check, two-tier comment policy), writing-tests (classicist behavior-first workflow with stack-specific idioms), and writing-docs (single-owner surfaces, pointer-file discipline, anti-slop validation via the human-author:ai-slop-writing-fixer subagent). Each skill is extendable at every step via Pre-Step-N / Post-Step-N positions and via recognized named configuration values; the plugin ships hooks that deliver a project's extension files (.claude/extensions/software-writer/) wrapped in a structural envelope.
Orchestrate implementation and review work through dispatched workers — Codex CLI (GPT-5.6) and Claude subagents — with a task-strategy workflow, model routing, fenced write scopes, and independent two-worker verification
Enforces Sonnet model for the Plan subagent. Ensures thorough architectural reasoning during plan mode.
Generate and validate conventional commit messages from explicit git references. Features /commit-gen to create messages, /commit-check to validate format and consistency. Automatically detects commit type (feat/fix/refactor/etc.), infers scope from file paths, identifies breaking changes. Includes body validation (presence, content quality, migration instructions) and cross-platform clipboard integration. Supports project-specific configuration via .commitmsgrc.md including optional attribution footer. Comprehensive validation for type accuracy, scope matching, subject precision, and body quality.
Read The Fucking Prompt — finds the strongest user reaction to an AI instruction-following failure in a chosen session, reconstructs the triggering assistant output, and renders a shareable terminal-style PNG.
Monitor and analyze Claude API health, performance metrics, and usage patterns. Useful for teams running production AI applications.
Analytical thinking tools - dialectic analysis, bias elimination, codex consultation
Improve and test AI prompts for better Claude Code interactions
Frontend design taste skills including brutalist, minimalist, soft, redesign, stitch, and more
Unified capability management center for Skills, Agents, and Commands.