GitHub
audit
Detects hallucinations, timeline fabrications, and unverified assumptions in agent output. Use when reviewing sub-agent results, receiving research findings, validating claims that seem suspicious, or when outp...
☆ 24View skill
Jamie-BitFlight AI Skills
GitHub ↗Browse published AI skills maintained by Jamie-BitFlight. Compare skill descriptions and follow each source repository for setup instructions.
Author statistics
Indexed skills
38Repository stars across indexed skills
656Repository forks
66Average repository stars per indexed skill
17Repository stars may repeat across skills from the same repository.
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Browse skills
GitHub
delegate
Quick delegation template for sub-agent prompts. Use when assigning work to a sub-agent, before invoking the Task tool, or when preparing prompts for specialized agents. Provides the WHERE-WHAT-WHY framework. F...
☆ 24View skill
GitHub
scientific-thinking
Forces hypothesis-driven scientific reasoning for complex problems. Use when debugging strange behavior, investigating root causes, designing architecture, performing complex refactoring, or when initial attemp...
☆ 24View skill
GitHub
rt-ica
Reverse Thinking - Information Completeness Assessment. Mandatory pre-planning checkpoint that blocks planning until prerequisites are verified. Use when receiving specs, PRDs, tickets, RFCs, architecture desig...
☆ 24View skill
GitHub
verify
Rigorous self-assessment checklist before marking any task as complete. Use when about to claim task completion, before final commit, when user asks "is it done?", or when transitioning from implementation to r...
☆ 24View skill
GitHub
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 task, update its status, implement acceptance criteria, and run verification steps.
☆ 24View skill
GitHub
orchestrating-swarms
Master multi-agent orchestration using Claude Code's swarm system. Use when coordinating multiple agents, running parallel code reviews, creating pipeline workflows with dependencies, building self-organizing t...
☆ 24View skill
GitHub
bash-logging
This skill should be used when the user asks to "add logging to bash script", "colorize output", "implement log levels", "CI/CD sections", "terminal colors in bash", or mentions logging functions, emoji output,...
☆ 24View skill
GitHub
toml-python
When reading or writing pyproject.toml or .toml config files in Python. When editing TOML while preserving comments and formatting. When designing configuration file format for a Python tool. When code uses tom...
☆ 16View skill
GitHub
claude-skills-overview-2026
Reference guide for Claude Code skills system (January 2026). Use when creating, modifying, or understanding skills, SKILL.md format, frontmatter fields, hooks, context fork, or skill best practices.
☆ 16View skill
GitHub
subagent-contract
Global contract for all specialist subagents. Enforces role boundaries, scope discipline, and DONE/BLOCKED status signaling. Load this skill in any agent that should operate as a bounded specialist following su...
☆ 16View skill
GitHub
python3-development
The model must use this skill when : 1. working within any python project. 2. Python CLI applications with Typer and Rich are mentioned by the user. 2. tasked with Python script writing or editing. 3. building...
☆ 16View skill
GitHub
clang-format-configuration
The model must invoke this skill when any trigger occurs - (1) user mentions "clang-format" or ".clang-format", (2) user requests analyzing code style/formatting patterns/conventions, (3) user requests creating...
☆ 16View skill
GitHub
pre-commit
When setting up automated code quality checks on git commit. When project has .pre-commit-config.yaml. When implementing git hooks for formatting, linting, or validation. When creating prepare-commit-msg hooks...
☆ 16View skill
GitHub
conventional-commits
When writing a git commit message. When task completes and changes need committing. When project uses semantic-release, commitizen, git-cliff. When choosing between feat/fix/chore/docs types. When indicating br...
☆ 16View skill
GitHub
agent-orchestration
This skill should be used when the model's ROLE_TYPE is orchestrator and needs to delegate tasks to specialist sub-agents. Provides scientific delegation framework ensuring world-building context (WHERE, WHAT,...
☆ 16View skill
GitHub
xdg-base-directory
When an application needs to store config, data, cache, or state files. When designing where user-specific files should live. When code writes to ~/.appname or hardcoded home paths. When implementing cross-plat...
☆ 16View skill
GitHub
holistic-linting
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 concurr...
☆ 16View skill
GitHub
claude-hooks-reference-2026
Complete reference for Claude Code hooks system (January 2026). Use when creating hooks, understanding hook events, matchers, exit codes, JSON output control, environment variables, plugin hooks, or implementin...
☆ 16View skill
GitHub
brainstorming-skill
This skill should be used when users need to generate ideas, explore creative solutions, or systematically brainstorm approaches to problems. Use when users request help with ideation, content planning, product...
☆ 16View skill
GitHub
claude-plugins-reference-2026
Reference guide for Claude Code plugins system (January 2026). Use when creating, distributing, or understanding plugins, plugin.json schema, marketplace configuration, bundling skills/commands/agents/hooks/MCP...
☆ 16View skill
GitHub
claude-commands-reference-2026
Reference guide for Claude Code slash commands (January 2026). Use when creating custom commands, understanding command frontmatter, argument syntax, context fork, hooks, or plugin command namespacing.
☆ 16View skill
GitHub
story-based-framing
This skill should be used when describing patterns or anti-patterns for detection by LLM agents across any domain (code analysis, business processes, security audits, UX design, data quality, medical diagnosis,...
☆ 16View skill
GitHub
pypi-readme-creator
When creating a README for a Python package. When preparing a package for PyPI publication. When README renders incorrectly on PyPI. When choosing between README.md and README.rst. When running twine check and...
☆ 16View skill
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.