Create, refactor, and validate Claude Code plugins with an end-to-end toolkit that assesses plugin quality, generates multi-phase refactoring plans, orchestrates parallel agent execution, and validates results against schema and best practices.
Execute refactoring tasks from approved task files with parallel orchestration and dependency management. Use when implementing changes from refactoring plans, running specific tasks from task files, or executing approved refactoring work. Delegates to specialized agents based on task type (SKILL_SPLIT, AGENT_OPTIMIZE, DOC_IMPROVE) and tracks completion status. Handles failure recovery and generates execution reports.
Creates Claude Code agent files from requirements — handles discovery, template selection, frontmatter generation, scope determination (project/user/plugin), and plugin.json updates. Use when the user asks to create an agent, generate an agent, add an agent to a plugin, or describes agent functionality they need. Trigger phrases — 'create an agent', 'add an agent', 'build a new agent', 'make me an agent that', 'I need an agent for'. Examples — <example>Context — User wants a code review agent. User says 'Create an agent that reviews code for quality issues'. I will use the agent-creator agent to generate the agent configuration. User requesting new agent creation triggers agent-creator.</example> <example>Context — User wants to add agent to plugin. User says 'Add an agent to my plugin that validates configurations'. I will use the agent-creator agent to generate a configuration validator agent. Plugin development with agent addition triggers agent-creator.</example>
Optimize prompts, SKILL.md, and CLAUDE.md files for better Claude comprehension using self-verifying methodology. Use when improving prompt effectiveness, rewriting instructions for AI consumption, analyzing ineffective prompts, or refining system prompts and agent configurations. Applies RT-ICA pre-check and CoVe post-check to ensure verified optimization with token impact reporting and structural enforcement recommendations.
Creates Claude Code hook scripts for plugins — generates Node.js .cjs files, wires hooks.json, selects correct event and scope. Use when creating hooks, wiring PostToolUse or PreToolUse logic, enforcing validation on tool calls, or building SessionStart context injection. Trigger phrases — create a hook, add a hook to my plugin, build a PostToolUse hook, I need a hook that. <example>User asks to block rm -rf with a PreToolUse hook — hook-creator generates the .cjs script and wires hooks.json.</example> <example>User asks to inject project context on SessionStart — hook-creator builds the context injection script.</example> <example>User asks to run prettier after every Write — hook-creator wires a PostToolUse formatter hook.</example>
Analyze Claude Code plugins for structural correctness, frontmatter optimization, schema compliance, and enhancement opportunities. Use when reviewing plugins before marketplace submission, auditing existing plugins, validating plugin structure, or identifying improvements. Handles large plugins with many reference files. Detects orphaned documentation, duplicate content, and missing cross-references.
Evaluate a single skill's quality against 8 completeness categories derived from Anthropic's official skills repository. Scores preparation, progression, verification, scripts, examples, anti-patterns, references, and assets. Generates scored report to .claude/audits/. Use when auditing skill quality, checking marketplace readiness, evaluating skill completeness score, performing pre-publication evaluation, or comparing to Anthropic skills.
Audit skill lifecycle by tracing call chains, detecting circular dependencies, finding instruction contradictions, identifying duplicated datasets, analyzing bidirectional coherence, discovering scriptable sequences, and learning patterns. Use when checking skill coherence, validating skill workflow, finding semantic gaps in plugin structure, or auditing plugin before marketplace submission. Generates audit reports to .claude/audits/ with findings by dimension.
Complete reference for Claude Code plugins system (January 2026). Use when creating plugins, understanding plugin.json schema, marketplace configuration, bundling skills/commands/agents/hooks/MCP/LSP servers, plugin caching, validation, or distribution. Covers plugin components, directory structure, installation scopes, environment variables, CLI commands, debugging, and enterprise features.
Optimize CLAUDE.md, SKILL.md, agent definitions, and other AI-facing files for Claude comprehension and economy. Measures baseline metrics, delegates to @contextual-ai-documentation-optimizer agent with file-type-specific context, runs independent verification via second agent, measures post-optimization metrics, and presents comprehensive before/after report. Supports iterative mode for large targets. Use when improving prompt effectiveness, reducing token waste, rewriting instructions for LLM consumption, or enhancing files with latest Claude Code features. Invoke with /optimize-claude-md <file-or-directory>.
Use when writing delegation instructions to subagents, authoring CLAUDE.md files, rules, skills, or agent definitions, or auditing existing AI-facing content for bloat. Activates on "write a rule for", "add to CLAUDE.md", "create an agent", "update memory", or any request to author AI-facing instruction content. Removes discoverable data, explained-away knowledge, invented constraints, and stale cached facts.
Uses power tools
Uses Bash, Write, or Edit tools
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Professional workflow plugins for Claude Code — make Claude apply your project's actual linting rules, commit conventions, and testing standards, not generic defaults. Covers Python, shell, Perl, CI/CD, and AI tooling.
| Without plugins | With plugins |
|---|---|
| Claude gives generic Python advice | Claude applies Python 3.11+, Typer, Rich, httpx conventions specific to your stack |
| Claude says "done" before linters pass | holistic-linting enforces root-cause fixes before any task completes |
| Claude speculates and hallucinates | hallucination-detector blocks completion on ungrounded claims |
| Claude jumps to solutions without investigating | verification-gate forces evidence gathering before action |
| Session transcripts disappear with no learning | agentskill-kaizen mines transcripts for anti-patterns and generates skill patches |
| Commit messages are inconsistent | conventional-commits enforces feat/fix/chore format for semantic versioning |
| Claude reads source files when it should delegate | orchestrator-discipline hooks block investigation escalation at the tool level |
# Add the marketplace (one-time setup, ~10 seconds, no restart required)
/plugin marketplace add Jamie-BitFlight/claude_skills
# Install a plugin
/plugin install plugin-name@jamie-bitflight-skills
Start a new session and ask Claude to perform a task the plugin handles (for example, build a CLI with Typer after installing python3-development). Claude will apply the plugin's conventions rather than generic defaults.
Comprehensive frameworks with multiple skills, commands, and specialized agents.
npx claudepluginhub jamie-bitflight/claude_skills --plugin plugin-creatorRead 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.
This skill should be used when the model needs to ensure code quality through comprehensive linting and formatting. It provides automatic linting workflows for orchestrators (format → lint → resolve via concurrent agents) and sub-agents (lint touched files before task completion). Prevents claiming "production ready" code without verification. Includes linting rules knowledge base for ruff, mypy, and bandit, plus the linting-root-cause-resolver agent for systematic issue resolution.
When setting up commit message validation for a project. When project has commitlint.config.js or .commitlintrc files. When configuring CI/CD to enforce commit format. When extracting commit rules for LLM prompt generation. When debugging commit message rejection errors.
Comprehensive Perl 5.30+ development plugin with modular skills for scripting, CPAN ecosystem, environment setup, testing, linting, and validation. Includes specialized agents for script development, code auditing, and CLI architecture.
Build FastMCP 3.x Python MCP servers — covers provider/transform architecture (including CodeMode, Tool Search, and server-level transforms), component versioning, session state, authorization (MultiAuth, PropelAuth, connection-pooled token verifiers), evaluation creation, Pydantic validation, async patterns, STDIO and HTTP transports, nginx reverse proxy deployment, background tasks, Prefab Apps UI, security patterns, client SDK usage, testing, deployment, and migration from FastMCP v2. TypeScript is a legacy reference only and is not updated for v3.
Meta-skills infrastructure for Claude Code plugin ecosystem - skill authoring, hook development, modular design patterns, and evaluation frameworks
Ultimate plugin management toolkit with 4 auto-invoked Skills for creating, validating, auditing, and versioning plugins in the claude-code-plugins marketplace
Enforces orchestrator context window discipline via PreToolUse hooks and rules. Prevents the orchestrator from reading source files it will not edit, running diagnostic commands that should be delegated, and bypassing delegation with 'small change' rationalizations. Install to structurally prevent investigation escalation anti-patterns.
Create and manage Claude Code skills, plugins, subagents, and hooks. Use when building new skills, validating existing skills, testing skills empirically, creating plugins, converting projects to plugins, creating hooks, or managing plugin automation. Includes /skills-toolkit:skill-composer, /skills-toolkit:skill-refiner, /skills-toolkit:skill-tester, /skills-toolkit:plugin-creator, /skills-toolkit:subagent-creator, /skills-toolkit:hook-creator, and /skills-toolkit:ask-user-question skills.
Audit Claude Code plugins and skills for best practices, deprecations, compatibility, usability, coverage gaps, duplication, and workflow optimization
Harness-native ECC operator layer - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses