smith-validation
Hypothesis testing, root cause analysis, and debugging techniques. Use when debugging, testing hypotheses, validating solutions, proving correctness, or performing root cause analysis on failures.
smith-xml
XML tag standards for AI prompts and documentation. Use when writing prompts, documentation, or AGENTS.md files. Covers approved tags for Claude, GPT-5, Gemini, and Harmony formats with markdown rendering rules.
debug_agent_traces
Debug props agent traces. Read LLM request/response history, parse tool calls, and "speak with dead" — resurrect a past agent conversation to ask follow-up questions about its decisions.
narrow_matchability
Propose narrowing of grader match_file_restriction for unrestricted TP/FP occurrences in a specimen. Produces verifiable, link-rich output that lets the user confirm each restriction is correct.
props_evaluator
Operate the live props cluster as evaluator — fetch credentials from k8s, call the API at props.allegedly.works, trigger critic/grader runs, and inspect results.
reverse_engineer
Systematic binary reverse engineering toolkit. Extract source code, understand functions, document protocols, compare versions. Uses strings, symbols, disassembly, and differential verification.
test_props
Manual live props deployment testing — sets up Podman infrastructure (postgres, registry, backend) and runs real agent containers. NOT for standard Bazel tests (use `bazel test //props/...` for those).
startup-hook-skill
Creating and developing startup hooks for Claude Code on the web. Use when the user wants to set up a repository for Claude Code on the web, create a SessionStart hook to ensure their project can run tests and linters during web sessions.
backtrace
Show the current task stack and context. Use when user says "bt", "backtrace", "stack", "where are we", or asks about current progress on a multi-step task.
branch_splitter
Split a large branch with many changes into independent, reviewable PRs. Use when preparing a messy development branch for code review, when asked to "split this into PRs", "make this reviewable", "break this up", or when a branch does too many unrelated things. Produces a DAG of branches/PRs that can be reviewed and merged independently.
forensic_surgeon
Deep forensic debugging that never stops until root cause is found or visibility limit is proven. Use when user wants to understand exactly why something is broken, not work around it. Activates on "why is this happening", "dig deeper", "don't work around it", "I want to understand", "find the root cause", "this seems suspicious", or when a problem suggests deeper breakage.
hetzner_vnc_screenshot
Take and view screenshots of Hetzner Cloud servers via WebSocket VNC console
proxmox_vm
Interact with Proxmox VMs - screenshots, keystrokes, network info (user)
session_logs
Discover and analyze Claude Code session logs from ~/.claude/projects, including finding the current session and extracting tool calls, user messages, and conversation history
superforecaster
Make well-calibrated probability estimates using superforecasting methodology. Use when user asks about probability, likelihood, chance, odds, "will X happen", "when will X happen", "how much will X cost", "what could go wrong", failure modes, risk assessment, forecasting, or any question involving uncertainty and estimation.
forensic-surgeon
Deep forensic debugging that never stops until root cause is found or visibility limit is proven. Use when user wants to understand exactly why something is broken, not work around it. Activates on "why is this happening", "dig deeper", "don't work around it", "I want to understand", "find the root cause", "this seems suspicious", or when a problem suggests deeper breakage.
hetzner-vnc-screenshot
Take and view screenshots of Hetzner Cloud servers via WebSocket VNC console
proxmox-vm
Interact with Proxmox VMs - screenshots, keystrokes, network info (user)
session-logs
Discover and analyze Claude Code session logs from ~/.claude/projects, including finding the current session and extracting tool calls, user messages, and conversation history
ui-skills
Opinionated constraints for building better interfaces with agents.
SEO Optimizer
Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content, improving search rankings, conducting keyword analysis, or implementing SEO best practices. Expert in on-page SEO, meta tags, schema markup, and Core Web Vitals.
skill-writer
Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.
agents-authoring
Use when creating or updating AGENTS.md files
csharp-coding
Use when writing or modifying C# code
exploring-github
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gh-api
Use when managing draft PRs, posting PR comments, or querying GitHub Discussions
gh-gist
Use when creating or updating GitHub gists for document sharing
gh-pr-review
Use when posting code review comments on pull requests via gh-review
git-hunks
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skill-authoring
Use when creating or modifying SKILL.md files
subagent-authoring
Use when creating or modifying custom agent definitions
api-design
REST API design patterns for endpoints, responses, errors, and conventions
code-review
Systematic code review checklist for quality, correctness, and maintainability
go
Go idioms, error handling, and API patterns
project-structure
Project organization conventions for files, modules, and directory structure
python
Python coding conventions, type hints, and FastAPI patterns
security-check
Security audit patterns for identifying vulnerabilities and security issues
testing
Testing strategy, patterns, and best practices for unit, integration, and e2e tests
typescript
TypeScript and React/TSX coding conventions and patterns
api-endpoint-create
Standard procedure for creating robust API endpoints
ci-pipeline-update
Updates CI/CD pipelines for DevOps Engineer
code-review-checklist
Generates a code review checklist for the Code Reviewer agent
database-migration-create
Safely creates database migrations
dependency-audit
Audit npm dependencies for security vulnerabilities, outdated packages, and license compliance.
docs-update
Standard procedure for updating documentation
git-commit-standard
Generates conventional commits based on file changes. Analyzes diffs and creates properly formatted commit messages.
madappgang-claude-code-debugging-strategies
Universal debugging strategies and techniques applicable across all technology stacks. Use when approaching unknown bugs or need language-agnostic debugging methodology.
maxritter-claude-codepro-backend-models-standards
Backend development standards and best practices for API design, database, security, and performance. Use when designing or reviewing backend systems.
modu-ai-moai-adk-moai-tool-opencode
Multi-agent orchestration using MoAI framework for complex task coordination. Use when orchestrating multiple agents or building multi-agent workflows.
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