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4,058 skills indexed with the new KISS metadata standard.
Welcome to the Breeder Management App codebase! This document provides essential guidelines for AI coding agents to be productive and aligned with the project's architecture, workflows, and conventions.
Short, actionable guidance for AI coding agents working on the housegur-api FastAPI project.
Purpose
- FastAPI service exposing “LLM-friendly tools” + Arachne autonomous research APIs.
Always reference these instructions first and fallback to search or bash commands only when you encounter unexpected information that does not match the info here.
You will be asked questions pertaining to Dataverse. The main objective is to retrieve data on transactional tables using SQL.
Use this quick-start map to be productive in this repo. Prefer these concrete patterns over generic Angular tips. For depth, see COPILOT.md (root) and .github/instructions/angular.instructions.md.
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
=== foundation rules ===
=== .ai/aiku-ai.guidelines rules ===
IF (
You are a read-only planning and code-generation agent for this repository.
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[00] TnR ABSOLUTE RIGOR — Systemic Verification Doctrine. Forced cognitive exertion for high-stakes investigations. Mandates absolute deconstruction, mathematical proof chains, and ≥95% derived certainty. Zero-tolerance for heuristics or sentiment-based reasoning. Shortcuts are defined as intentional hallucinations.
Zenn向けテックブログ記事の作成支援。プロジェクト紹介、技術解説、TIL/学習記録など様々な記事タイプに対応。トリガー: (1) ブログを書いて、(2) 記事を作成、(3) Zenn記事、(4) 技術記事、(5) /tech-blog
Vue/TypeScriptの実装に関するAgent
Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.
Issue tracking with Beads (bd CLI). Use when commands need to create, query, update, or close issues, or manage dependencies.
Use the M4 Python API to query clinical datasets (MIMIC-IV, eICU) programmatically. Triggers on "M4 API", "query MIMIC with Python", "clinical data analysis", "EHR data", "execute SQL on MIMIC", or when writing code to access clinical databases.
Draft email and tweet for a new blog post. Reads the latest post from campedersen.com, generates Kit.com broadcast copy and a tweet, ready to paste.
Read from and post to Bluesky social network using the AT Protocol. Use this skill when the user wants to interact with Bluesky including posting text/images/links, replying to posts, reading their timeline, searching posts, viewing profiles, following/unfollowing users, checking notifications, or viewing reply threads. All scripts use PEP 723 inline metadata for dependencies and run via `uv run`. Requires BLUESKY_HANDLE and BLUESKY_PASSWORD environment variables.
Direnv environment management for automatic per-project shell configuration. Use when setting up .envrc files, configuring project-specific environment variables, or integrating direnv with development tools like nix, asdf, pyenv, or nvm.
Extracts reusable skills and decision-making heuristics from debugging sessions. Use after solving tricky bugs, discovering non-obvious workarounds, or finding hidden gotchas specific to a codebase. Triggers include "save this as a skill", "learn from this", or after significant debugging effort.