Activate when the user wants to compile an APM package into top-level context documents such as AGENTS.md, CLAUDE.md, or GEMINI.md, especially for Codex, Gemini, OpenCode, or…
Coding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python,…
Interactive skill to scaffold and optimize the .agents/ directory for any project mapping up Antigravity configuration.
Ingests repository files into the ChromaDB vector store. Builds or updates the vector index from a manifest or directory scan using ingest.py.
Start the Native Python ChromaDB background server. Use when semantic search returns connection refused on port 8110, or when the user wants to enable concurrent agent read/writes.
Initialize and onboard a new project repository as an Obsidian Vault. Covers prerequisite installation, vault configuration, exclusion filters, and validation.
Trigger with "remember this", "update memory", "what should we record from this session", "capture learnings", "write a session log", or when closing a session.
Scaffold a GitHub agentic workflow from an existing skill
Use when starting any conversation - establishes how to find and follow the business exploration workflow.
Top-level orchestration skill coordinating the entire 7-step surgical vibe-to-enterprise reengineering pipeline with automated safety and economic optimization controls.
SME-facing front-door skill for Agentic OS ecosystem evolution. Invokes the os-architect interview flow: classifies intent, audits existing capabilities, proposes evolution path…
Add an MCP server integration to a plugin
Removes stale and orphaned chunks from the ChromaDB vector store for files that have been deleted or renamed.
Translate .mmd diagram files into PNG images with configurable resolution (retina/HQ/scale), supporting rasterization (raster, rasterize, rasterization).
Semantic search skill for retrieving code and documentation from the ChromaDB vector store. Use when you need concept-based search across the repository (Phase 2 of the 3-phase…
Interactively select and uninstall agent plugins and skills from the local .agents/ environment.
Presents layout options to the SME in plain language before any prototype construction begins. Invoked after the Discovery Plan is approved to confirm visual structure and…
Interactive skill to scaffold and optimize the .claude/ directory for any project. Sets up CLAUDE.md, .claude/rules/, .claude/settings.json with best practices, and optional…
Interactive co-authoring skill for the narrow end of the exploration funnel. Synthesizes session briefs, BRDs, story sets, and prototype notes into a structured handoff package…
Interactively prepares a targeted Red Team Review package. It conducts a brief discovery interview to determine the threat model, generates a strict security auditor prompt,…
Safe Create/Read/Update/Delete operations for Obsidian Vault notes. Implements atomic writes, advisory locking, concurrent edit detection, and lossless YAML frontmatter handling.
Interactive RLM cache initialization. Use when: setting up a new project's semantic cache for the first time, or adding a new cache profile.
Task management agent. Auto-invoked for task creation, status tracking, and kanban board operations using Markdown files across lane directories.
Captures and refines business requirements, including functional requirements, non-functional requirements, business rules, constraints, assumptions, and success measures.
Fixes broken path references in plugin skill and agent files to ensure portability across installed environments.
Knowledge Curator agent skill for the RLM Factory. Auto-invoked when tasks involve distilling code summaries, querying the semantic ledger, auditing cache coverage, or maintaining…
Upload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff.
Project Sanctuary-specific skill for Spec-Driven Development. Knows the project's constitution, safety rules, AUGMENTED.md best practices, and how the spec-kitty-plugin should be…
Evaluates and improves the exploration-cycle skills, prompts, routing, and artifact quality using baseline-first, one-hypothesis iteration loops with keep-discard decisions and…
(Industry standard: Sequential Agent / Agent as a Tool) Primary Use Case: Delegating a well-defined task to a worker agent, verifying its execution, and repeating if necessary.
Interactively creates technical bundles of code, design, and documentation for external review or context sharing.
End-to-end pipeline that transforms an undocumented vibe-coded prototype into a Spec Kit-compatible specification package and a Superpowers-ready implementation handoff, including…
Conducts a full-system adversarial audit of agent plugins, skills, and orchestration against enforced runtime contracts using deep reasoning (GPT5.5-equivalent thinking).
Audit a file for TODO comments, pending work items, or technical debt markers. Useful for checking code readiness before a commit or reviewing task status.
Automatically updates the plugin/skill/agent counts in README.md based on the current plugins/ directory.
Cross-platform setup wizard for the local Gemma 4 12B inference stack. Automates llama-server installation (binary download or Metal/CUDA/Vulkan/ROCm compile), model download,…
Copilot CLI sub-agent system for persona-based analysis. Use when piping large contexts to GitHub Copilot models for security audits, architecture reviews, QA analysis, or any…
Distills uncached files into the Recursive Language Model(RLM) Summary cache Ledger. You (the agent) ARE the distillation engine.
Scaffold an agent skill with Docker runtime support
Standard operating procedures for the Spec Kitty agentic workflow (Plan -> Implement -> Review -> Merge).
Claude CLI sub-agent system for persona-based analysis. Use when piping large contexts to Anthropic models for security audits, architecture reviews, QA analysis, or any…
Discovers and persists the user's available AI environments (Claude, Copilot CLI, Gemini CLI, Cursor, etc.) to context/memory/environment.md.
Antigravity (`agy`) CLI sub-agent system for frontier Google Gemini models. Use when dispatching tasks to Gemini 3.5 Flash and above via the `agy` binary.
Local Gemma 4 12B sub-agent. Routes bounded tasks directly to the optimized llama-server at localhost:8089 — no routing proxy, no cloud API, 2–5s typical response.
Activate when the user wants to add APM governance, lockfile/audit readiness, or multi-runtime package management to an existing Claude/Copilot/agent plugin, or explicitly convert…
This skill should be used when the user wants to "create a marketplace", "setup a marketplace catalog", "scaffold marketplace.json", "initialize a plugin registry", or "configure…
Codifies the plan-and-delegate workflow for evolving plugins, skills, and agents. Given a target (plugin/skill/agent name) and an evolution goal, this skill first brainstorms 2-3…
Systematically analyze agent plugins and skills to extract design patterns, architectural decisions, and reusable techniques.
Stateless evaluation engine that scores and gates skill improvement iterations using headless Python evaluation scripts.
Create, audit, repair, and document cross-platform symlinks that work correctly on both Windows and macOS/Linux.
Identify underspecified areas in the current feature spec by asking up
Audit RLM cache coverage - compare manifest against filesystem
A deliberately broken skill that should trigger multiple anti-pattern detections during analysis.