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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
Type-safe output processing for Loop 2 validators and Loop 3 implementers. Use when parsing agent confidence scores, feedback, or calculating consensus from multiple validators.
Adaptive routing strategies for distributed systems with multi-channel communication
Process instrumentation and lifecycle management
Orchestrate Docker container execution across parallel agent waves with memory-aware spawning
Creates comprehensive epic definitions with sequential reviews from 10 key personas. Use when you need to analyze requirements from multiple perspectives and generate structured epic documentation with cost est...
Redis-based agent coordination with pub/sub and waiting mode
Multi-layer validation and quality gates for CFN Loop workflows. Use when implementing gate checks, consensus validation, or enforcing clean agent exit patterns.
Epic decomposition, coordinator planning, and scope management. Use when breaking down epics into sprints and tasks, coordinating multi-coordinator workflows, or simplifying and managing project scope boundarie...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.