Search loadouts
Type what you are building. Results are ranked by title, stack, skill names and summary, and the same search is available to agents at /api/v1/search and through the MCP server.
13 loadouts .
Secure before you ship
A launch-check skill and always-on security rules that catch leaked keys, open databases and missing auth before your vibe-coded app goes live.
Discord bot in Python (discord.py 2)
discord.py 2 rules for agents: slash commands in cogs, range-limited options, 3-second responses, manual syncing, default intents and offline tests of the payload.
Django app rules
Django rules and a safe-migration skill: migrations checked in CI, two-step destructive changes, N+1 caught with query-count tests, settings from the environment.
Django REST Framework API rules
DRF rules for agents: explicit serializer fields, querysets scoped to the user, owner set on the server, pagination, and six tests for every endpoint.
Evals from real failures
Build LLM and agent evals the practitioner way: read real traces first, tally failure categories, then turn each into code-checked regression cases.
FastAPI service rules
Rules and an endpoint skill for FastAPI with uv and Pydantic v2: Annotated dependencies, typed responses, async only when awaited, lifespan, tested routes.
FastAPI with async SQLAlchemy 2.1 and Alembic
FastAPI on async SQLAlchemy 2.1: per-request AsyncSession, lazy="raise" with eager loads, async Alembic with alembic check, and tests that count queries.
Jupyter notebooks agents can edit
Notebook rules for agents: edit Jupytext-paired .py files instead of JSON, run top to bottom in a fresh kernel, keep outputs out of git with nbstripout, check data first.
MCP server in Python (official SDK v2)
Build MCP servers on the official Python SDK v2: MCPServer, Annotated schemas, structured output, ToolError for fixable failures and in-memory Client tests.
Migrate an MCP server to protocol 2026-07-28
Move an MCP server to the stateless 2026-07-28 revision on the official SDKs: no sessions or handshake, server/discover, input_required, then a raw stdio probe.
One spend cap across Claude Code, Codex and Antigravity
Run headless Claude Code, Codex and Antigravity CLI through one guard: a shared daily cap, per-run budgets, a ledger, and the provider limits that stop spend.
Python data script
Rules for reproducible, single-file Python data scripts with uv and inline dependencies, plus a skill that sanity-checks a dataset before anyone trusts the numbers.
Telegram bot with python-telegram-bot
Rules and a command skill for Telegram bots on python-telegram-bot v22: token from the environment, async-safe handlers, testable logic, escaped output, webhook secrets.