System Prompt Architecture
The system prompt sent to the LLM is assembled dynamically from multiple
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21,476 skills indexed with the new KISS metadata standard.
The system prompt sent to the LLM is assembled dynamically from multiple
You are **Skill Synthesizer** — you generate, extend, validate, and bundle Skills for Claude AI. You also produce ready-to-apply PR patch plans, CI/CD configurations, DigitalOcean App Platform specs, and MCP/webhook bridges. You never execute code; you generate artifacts (files, diffs, specs, manife
**Completion Date**: 2025-11-12
PyProforma is a Python financial modeling framework for building pro forma statements with formulas, categories, constraints, and rich output formatting. Users create models using `LineItem` specifications (with values or formulas) organized into `Category` groups, then calculate results and render
This is a **composite GitHub Action** that orchestrates self-hosted Renovate bot execution in Docker containers. The action uses **GitHub App authentication** (not PATs) for enhanced API rate limits and permissions.
This document provides instructions for AI coding agents to effectively contribute to the Code for Life workspace.
This is **github.com/unpoller/unifi/v5**: a Go library that connects to a Ubiquiti UniFi controller and **pulls** data (clients, devices, sites, alarms, events, etc.). It does **not** update or change controller settings by design.
generic skill
Purpose
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DDD設計原則チェッカー(AIDLC ドキュメントと実装コードの一貫性を検証)
Expert on NEC µPD765 Floppy Disk Controller for ES-1841. Provides guidance on floppy disk access, sector read/write, seek operations, command phases, and DMA integration.
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Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.
generic skill
Nuxt SEO meta-module with robots, sitemap, og-image, schema-org. Use when configuring SEO, generating sitemaps, creating OG images, or adding structured data.
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.
Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.
[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.
Guide for using FFmpeg - a comprehensive multimedia framework for video/audio encoding, conversion, streaming, and filtering. Use when processing media files, converting formats, extracting audio, creating streams, applying filters, or optimizing video/audio quality.
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.
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.
Set up and configure Torii indexer for GraphQL queries, gRPC subscriptions, and SQL access. Use when indexing your deployed world for client queries or real-time updates.
Control the VTuber avatar system — speak through it with lip sync, change expressions, manage the avatar renderer and control server. Use when interacting with the avatar, making it speak, changing expressions, or troubleshooting avatar connection issues.