浏览 masharratt 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
已收录技能
59收录技能的仓库 Stars 合计
826仓库 Forks
177平均每个技能的仓库 Stars
14同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
CFN Loop workflow orchestration - three-loop structure management with gate checks and consensus. Use when coordinating Loop 3 implementers and Loop 2 validators, managing iteration cycles, or enforcing quality...
Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation). Use when you need to capture and analyze agent interactions, track tool usage and performance metrics, q...
Validates data integrity and state consistency between Google Sheets operation sprints
Automated skill deployment pipeline for CFN Loop integration
Multi-layer validation strategy for CFN Loop to prevent "consensus on vapor" and ensure robust, high-quality deliverables
CFN Loop coordination and orchestration - gate checks, validation, consensus, coordination patterns. Use when orchestrating multi-agent workflows, managing iteration cycles, or coordinating Loop 2/Loop 3 depend...
File and log operations for CFN
Pre-edit backup and post-edit validation for safe file modifications. Use when you need to capture file state before edits, validate changes after modifications, revert files to previous state, or ensure edit s...
FAST code generation via mcp__cerebras-mcp__write tool using Z.ai glm-4.6. Use for rapid test generation, boilerplate creation, and bulk code tasks in main chat. Prompt must be SHORTER than output. Ideal for te...
Skill Promotion Workflow - Atomic promotion from staging to production
Unified atomic ingestion of CFN dependency manifests (trigger-dev, cli-mode, shared)
FAST code generation via Z.ai glm-4.6 model. Use for rapid test generation, boilerplate code, repetitive patterns, and bulk file creation. Ideal when speed matters more than nuance. Do NOT use for complex archi...
Tracks micro-sprint completion state and progress for Google Sheets operations
Classify tasks, initialize structured configs with scope boundaries, decompose complex tasks
Hybrid AISP epic creation with formal API contracts and natural language user content. Uses AISP (AI Symbolic Protocol) for type definitions and agent binding contracts while preserving human-readable descripti...
Update CFN system expert agent with relevant git commits and project changes
Converts natural language epic documents from markdown into structured JSON configurations for MDAP or CFN Loop execution. Use when you need to parse epic documents, validate epic structure, or generate executi...
Reusable bash utility functions for CFN Loop - logging, error handling, retry, file operations. Use when you need structured logging, atomic file operations, retry logic with exponential backoff, or standardize...
Docker container orchestration for CFN Loop - spawning, coordination, logging, wave execution. Use when running CFN Loop agents in Docker containers, executing waves of parallel agents, coordinating containeriz...
Data persistence for CFN Loop - SQLite storage, Redis coordination, automatic memory persistence
Enforces validation pattern compliance across all agent profiles with automated detection and fixing
Task mode heap limiter for memory-constrained environments
MANDATORY: Query CodeSearch BEFORE using grep, glob, find, or search. Performs 400x faster semantic and structural code search via SQL on indexed codebase. Use for finding functions, classes, patterns, callers,...
Provider routing and hybrid configuration for CFN
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。