
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
This document defines the **BASE 17 Compact Communication Skill**, designed for inter-agent communication where token reduction and efficiency are paramount. It leverages pre-shared context (via a database) and a
**Ternary Context (TC) Skill** ========================== **Version 1.0.6** --------------- ### 1. Objective --------------- The Ternary Context (TC) skill is designed to provide advanced context management and isolation capabilities. Its primary objective is to maintain a stable and coherent context, ensuring seamless decision-making and action execution. ### 2. Logic ------------ The TC skill operates on three primary components: 1. **R0: Source** - The source context, wh
# Willow Seed — SAFE App Scaffold Skill **Version 1.0.0** ## What This Is The Willow Seed skill lets you bootstrap a SAFE-compliant app using Claude directly. No bat files. No unknown repos to clone. Claude generates the scaffold inline, in your conversation, and you copy it where you need it. SAFE apps are local-first apps that use session-based consent: the app asks permission each time it opens, and that permission expires when you close it. Your data stays on your machine. --- ## When
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
Pattern for progressively refining context retrieval to solve the subagent context problem
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Graceful session shutdown — audit atoms, create edges, write handoff, surface unpushed work
Manual session startup — when boot hooks are degraded, run the bridge-open sequence manually
Applied Reality Engineering — The Rober Rules (Prof. Penny Riggs / UTETY). Named for Mark Rober. The diagnostic counterpart to Murphy's Law. Murphy tells you what will go wrong. The Rober Rules tell you what to do about it.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Hot-reload MCP server — reconnect Postgres, reimport fleet, refresh store
Full restart — run /shutdown sequence then signal session end for clean reboot
```markdown Skill-Name: Dual-Commit Version: 1.0.0 --- # Dual-Commit - Critical Action Authorization Enforces a two-factor, multi-entity
# Skill: fleet-learning **Purpose:** Log fleet generation failures and fixes to `fleet_learnings.jsonl` using `prompt_builder.log_learning()` instead of silently patching and moving on. --- ## Rules ### 1. WHEN After running a fleet generation script (via `llm_router.ask`) **and** then manually fixing the output. ### 2. DO Call `prompt_builder.log_learning(task, provider, failure, fix)` **before** moving on to the next step. ### 3. WHERE Log file location: ``` C:/Users/Sea
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
Enforce Dual Commit governance for production repository changes
Enforce free LLM fleet usage for all code generation
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Enforce Read-Before-Edit to prevent hallucinated changes
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.
Scan your Claude Code configuration (.claude/ directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CLAUDE.md, settings.json, MCP servers, hooks, and agent definitions.
Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
System status — atoms, edges, ratio, boot health, unpushed work, open threads