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Analyze evaluation results and suggest concrete skill improvements. Use after running evaluations to get actionable recommendations for improving skill quality, descriptions, or instructions.
Distill session insights into reusable knowledge: Claude rules, skill improvements, and justfile recipes. Use at the end of a session to capture learnings, update existing artifacts, and avoid reinven…
Coordinate project-only skill discovery and installation context. Delegate execution to find-skills and never produce global installation outputs.
Create or update project-level agents by analyzing user problems and project context. NOT by asking questions - by understanding what users struggle with and designing worker solutions. Keeps outputs …
Create Claude Projects with custom instructions and manifests. Use when asked to "set up a Claude project," "create project instructions," or "help me build a Claude workflow."
Delete files from knowledge base with directory governance. Use when user wants to remove or delete content. Reads RULE.md to check deletion permissions and handles dependencies.
Mandatory orchestrator protocol - establishes ORCHESTRATOR principle (dispatch agents, don't operate directly) and skill discovery workflow for every conversation.
5-stage regulatory template orchestrator - manages setup, Gate 1 (analysis + auto-save), Gate 2 (validation), Gate 3 (generation), optional Test Gate, optional Contribution Gate. Supports any regulato…
Home Assistant entity and domain management. Use when working with entity IDs, device classes, customizations, template entities, groups, or understanding entity naming conventions and domain-specific…
Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends the model's capabilities with specialized knowledge, workflows, or tool integr…
Create or update project-level skills by analyzing user problems and project context. NOT by asking questions - by understanding what users struggle with and designing solutions. Keeps outputs in proj…
Create or update project-level skills only. Use for project skill authoring and refactoring. Delegate generation to skill-creator and keep outputs in project scope.
Build your Claude global personalization profile through guided Q&A. Use when someone wants to create or improve their Settings > Profile > Personal Preferences text, customize how Claude responds to …
Create and manage structured meeting notes with automatic action item extraction and governance integration. Use when user mentions 'meeting notes', 'record meeting', 'create meeting', 'standup', 'ret…
Gate 3 sub-skill - generates complete .tpl template file with all validated mappings from Gates 1-2.
Initial setup sub-skill - handles template selection and context initialization for the 5-stage regulatory workflow. Supports any regulatory template (pre-defined or new) via official spec intake (URL…
Home Assistant YAML configuration management. Use when editing configuration.yaml, setting up integrations, configuring secrets, managing packages, or troubleshooting Home Assistant configuration issu…
Guide to analyze a current work session and propose improvements to skills. Use (1) automatically after working with a skill to capture learnings, (2) when the user suggests improvements, corrections,…
Install or configure project-level skills by understanding what users want to accomplish. NOT by asking where to install - by understanding the goal and finding the right skill. Keeps outputs in proje…
A hello world skill provided by the aif-ext-hello extension. Demonstrates extension-provided skills.
Query and update Lee's goals graph through natural language. Translates conversational questions and updates into goals_query.py commands.
Manage sprint/iteration lifecycle for Agile teams including planning, tracking, review, and retrospectives. Use when user mentions 'sprint', 'iteration', 'user story', 'backlog', 'velocity', 'scrum', …
Gate 2 sub-skill - validates uncertain mappings from Gate 1 and confirms all field specifications through testing.
Lightweight 5-gate pre-dev workflow for small features (<2 days). Orchestrates topology discovery, research, PRD with UX validation, design validation, TRD, task breakdown, and delivery planning in a …