jamie-bitflight/claude_skills

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feature-discovery Autonomous feature research and gap analysis. Use when starting /add-new-feature or analyzing existing architecture d…

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file-summarization Summarize files by reading content, extracting key passages, and applying type-specific strategies. Activates on summ…

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groom-backlog-item Grooms a backlog item by running RT-ICA assessment, enriching acceptance criteria, and preparing it for implementatio…

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hatchling Use when working with Hatchling — configuring build system setup, pyproject.toml metadata, dependencies, entry points…

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holistic-linting-orchestrator Orchestrator delegation workflows for linting. Guides orchestrators on when and how to delegate to linting-root-cause…

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holistic-linting-resolver Linter-specific resolution workflows for ruff, mypy, pyright, and basedpyright. Provides systematic root-cause analys…

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improve-processes Process quality methodology for the process-siren agent — use before or during Mermaid conversion when the source pro…

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kaizen-improvement Transform transcript analysis findings into actionable improvements. Triggers on "generate hooks from findings", "imp…

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lint Use when checking skill quality, validating frontmatter before commit, or diagnosing validator warnings. Runs the plu…

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mermaids-treasure Mermaid diagram syntax reference for all diagram types — flowchart, sequence, class, state, ER, gantt, git graph, min…

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modernpython Use when reviewing Python code for modernization opportunities, writing new Python 3.11+ code to ensure modern patter…

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multi-source-synthesis Combines multiple summaries into coherent synthesis. Activates when user requests combine these summaries, synthesize…

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optimize Use when writing delegation instructions to subagents, authoring CLAUDE.md files, rules, skills, or agent definitions…

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orchestrate Use when orchestrating a Python development task via specialized agents. Activates on "build a Python CLI", "add a fe…

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orchestrating-swarms Facade skill for multi-agent swarm orchestration in Claude Code — routes to specialist skills covering primitives, sp…

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perl-cpan-ecosystem This skill should be used when the user asks to install Perl modules, use cpanm, create a cpanfile, manage Perl depen…

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perl-validate This skill should be used when the user asks to "validate Perl script", "check Perl syntax", "verify Perl code", "/pe…

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planning Use when Stage 1 Discovery is complete and design must begin — transforms the ARTIFACT:DISCOVERY into an actionable A…

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pre-commit Configures and runs git hooks with prek (or the pre-commit it replaces — same `.pre-commit-config.yaml`). Use when ad…

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prepare-walkthrough-presentation Transforms validated /linear-walkthrough artifacts into one presentation-ready deck outline per major codebase compon…

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readme-badger Badge design and selection knowledge base for shields.io badges in README files. Use when writing or updating READMEs…

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refactor-plugin Start a complete plugin refactoring workflow that analyzes plugin structure, creates a refactoring plan with tasks, a…

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refactor-skill Assess and refactor oversized or multi-domain skills. First determines whether splitting or references/ extraction is…

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research-curator Orchestrate research entry lifecycle in ./research/ — create, batch-import, refresh stale entries, and validate struc…

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seven-prompt-content-engine Walks a user from one rough content idea to a finished post, platform-adapted variants, and repurposed follow-on asse…

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shebangpython Validate Python shebangs and PEP 723 inline script metadata. Use when checking if Python files have correct shebangs …

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start-refactor-task Start or complete a specific refactoring task from a task file. Use when a sub-agent needs to pick up a refactoring t…

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stinkysnake Progressive Python quality improvement with static analysis, type refinement, modernization planning, plan review, an…

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subagent-contract Where a dispatched step puts its output, and how it signals state upstream.

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swarm-patterns Recipes and patterns for Claude Code multi-agent swarms. Use when building parallel specialist reviews, pipeline work…

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task-decomposition Decomposes a contextualized plan into atomic, independently executable tasks with complete embedded context, register…

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test-failure-mindset Use when encountering failing tests, diagnosing test errors, or establishing a systematic approach to test failure in…

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woo-sailor Optimize processes in a file or directory by converting prose/bullet workflows to Mermaid diagrams — delegates to the…

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add-new-feature SAM-style feature initiation workflow — discovery through codebase analysis, architecture spec, task decomposition, v…

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agent-capability-analyzer Runs the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabil…

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agentskill-kaizen-meta-docs Agentskill kaizen plugin documentation index. Load when needing to read about cross-platform notes, improvement plans…

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agentskills Agent Skills Open Standard reference (agentskills.io). Use when creating portable skills for Claude Code, Cursor, Gem…

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arl Knowledge reference for Autonomous Refinement Loop research — pattern research into prerequisites for autonomous exec…

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assessor Assess a plugin and create refactoring task files for parallel agent execution. Use when you need to analyze a plugin…

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audit-agent-lifecycle Audit agent lifecycle — validates agent execution capability against configuration. Accepts plugin path, runs 8 seman…

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audit-skill-lifecycle Audit skill lifecycle by tracing call chains, detecting circular dependencies, finding instruction contradictions, id…

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claude-plugins-reference-2026 Complete reference for Claude Code plugins system (April 2026). Use when creating plugins, understanding plugin.json …

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claude-skills-overview-2026 Reference guide for Claude Code skills system (March 2026). Use when creating, modifying, or understanding skills, SK…

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cleanup Runs structured Python cleanup and modernization — static analysis via prek/ruff, smell investigation to root cause, …

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clear-cove-task-design Use when orchestration or planning agents are producing task plans, task prompts, or TASK.md instructions that must b…

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code-review-llm Use when reviewing AI/ML code or LLM integration — activates on prompt templates, model selection logic, token budget…

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complete-milestone Close a completed GitHub milestone and generate a completion summary.

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cove-prompt-design Explains Chain of Verification (CoVe) prompt design — a 4-step pattern separating generation from independent factual…

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create-backlog-item Creates a new backlog item and routes through the work-backlog-item create workflow. Use when the user asks to add a …

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create-milestone Creates a GitHub milestone on the current repository and returns its number for downstream use. Use when starting a n…

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