Catalog
Every x402, MPP, MCP, and skill listing we've indexed, normalized, and enriched.
python-temporal
Temporal workflow orchestration in Python. Use when designing workflows, implementing activities, handling retries, managing workflow state, or building durable distributed systems.
python-sqlalchemy
SQLAlchemy ORM patterns for Python database access. Use when defining models, writing queries, implementing upserts, working with JSON columns, or managing database sessions.
python-monorepo
Python monorepo architecture with uv workspaces, mise, and apps/packages pattern. Use when setting up project structure, configuring workspaces, managing dependencies across packages, or designing multi-app Python repositories.
python-modern-python
Modern Python language features and typing patterns. Use when writing type hints, using generics, implementing pattern matching, working with async/await, or leveraging Python 3.10+ features.
python-fastapi
Building REST APIs with FastAPI, Pydantic validation, and OpenAPI. Use when creating routes, handling requests, designing endpoints, implementing validation, error responses, pagination, or generating API documentation.
python-build-tools
Python project tooling with uv, mise, ruff, basedpyright, and pytest. Use when setting up pyproject.toml, running builds, typechecking, configuring tests, linting, formatting, or managing Python environments.
python-architecture
Python application architecture with functional core, effectful shell, DDD, and data modeling. Use when designing application layers, separating pure business logic from IO, defining domain models, implementing validation, or structuring bounded contexts.
oracle-thinkdeep
Extended reasoning analysis using sequential thinking. Use for deep exploration, comprehensive analysis, complex decisions, or when you need fresh perspectives on difficult problems.
oracle-testing
Stub-Driven TDD and layer boundary testing. Use when writing tests, deciding what to test, or testing at component boundaries.
oracle-challenge
Challenge an approach with critical thinking. Use when questioning assumptions, validating decisions, testing approach validity, or preventing automatic agreement.
oracle-architect
DDD and hexagonal architecture with functional core pattern. Use when designing features, modeling domains, breaking down tasks, or understanding component responsibilities.
code-subagents
Subagent dispatch patterns for implementation tasks. Use when spec-implement has multiple tasks to execute and subagents are available. Covers parallel dispatch for independent work, the two-stage review cycle (spec compliance then code quality), focused prompt construction, and
code-stacked-commit
Manage stacked commits using Graphite. Use when the user wants to create multiple stacked commits, manage a commit stack, sync with remote, or submit PRs from a stack. Triggers on "stacked", "stack", "gt ", "graphite", or when working with multiple related commits.
code-security
Security audit and vulnerability detection. Use when reviewing code for security issues, scanning dependencies, or addressing security concerns. Triggers on "security", "vulnerability", "audit", "CVE", "injection", "XSS", "SQL injection", "auth", or when the user asks to check fo
code-review
Multi-agent code review with parallel specialized reviewers, architecture validation, and challenge validation. Use `rq` to request a review of diffs (defaults to main branch), `rs` to respond to review findings. Triggers on "review this", "review my code", "code review", "check
code-perf
Performance profiling and optimization. Use when code is slow, has memory issues, or needs optimization. Triggers on "slow", "performance", "optimize", "memory leak", "profiling", "bottleneck", or any performance-related concern.
code-git-worktrees
Use when starting feature work that needs isolation from current workspace - creates isolated git worktrees with smart directory selection and safety verification. Triggers on worktree, git worktree, isolated workspace, or creating a new branch for feature work.
code-docs
Documentation generation for code projects. Use when updating docs, writing README, generating API docs, creating changelog, or when the user mentions documentation, docs, readme, api docs, or any documentation task.
code-debug
Systematic debugging workflow and techniques. Use when something is broken, not working as expected, or throwing errors. Covers reproduction, isolation, hypothesis formation, fix implementation, and verification. Also triggers on "why does X fail", "debug this", "this is broken",
code-conventional-commit
Generate and validate conventional commit messages following the conventionalcommits.org spec. Use whenever the user wants to commit code, mentions commit messages, git commit, or asks to create a commit. Triggers on "commit", "git commit", "conventional", or when reviewing commi
paper-fetch
Use whenever the user wants to obtain, download, or fetch a paper's PDF — given a DOI, an arXiv id, a paper title, a citation, or a list of DOIs. Trigger on phrases like "download this paper", "find the PDF for [DOI]", "grab me the [Nature/bioRxiv/arXiv] paper on X", "get the ope
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment