cfn-knowledge-base

Agent Building

Organizational learning from CFN Loop execution - workflow codification and playbooks. Use when you need to store successful patterns, query past learnings, track edge cases and failures, or retrieve agent configurations and iteration strategies from previous tasks.

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How to use this skill

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Prompt to paste

I want to install this Agent Skill for this project in Codex.

Source SKILL.md: https://github.com/majiayu000/claude-skill-registry/blob/HEAD/skills/data/cfn-knowledge-base/SKILL.md

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First, summarize what it does, its dependencies, license status if identifiable, and any risks. Show the exact files you propose to add under .agents/skills/cfn-knowledge-base/. Do not write files or run scripts until I approve.

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Knowledge Base Skill (Mega-Skill)

Version: 1.0.0 Purpose: Organizational learning from CFN Loop execution Status: Production Consolidates: workflow-codification, cfn-playbook Confidence: 7.0/10 (dual learning systems)

Overview

This mega-skill provides organizational learning:

Workflow - Track edge cases, failures, cost metrics, ROI
Playbook - Store successful patterns, agent configs, iteration strategies

Directory Structure

knowledge-base/
├── SKILL.md              # This file
├── execute.sh            # Main entry point
├── cli/
│   └── knowledge-base.sh # Unified CLI interface
├── lib/
│   ├── workflow/         # From workflow-codification
│   └── playbook/         # From cfn-playbook
└── data/                 # Database files (created on init)
    ├── workflows.db
    ├── playbooks.db
    └── learnings.db

Learning System

Successes → Playbook (what worked)
Failures → Workflow codification (what to avoid)
Combined: Complete organizational memory

Migration Paths

Old Path	New Path
workflow-codification/	knowledge-base/lib/workflow/
cfn-playbook/	knowledge-base/lib/playbook/

Usage

Main Entry Point

# Initialize databases
./execute.sh init

# Query for patterns
./execute.sh query 'authentication'

# Store new learning
./execute.sh store playbook '{"task_type": "auth", "pattern": "..."}'

# Show help
./execute.sh help

Advanced CLI Usage

# Direct CLI access
./cli/knowledge-base.sh --help

# Query workflow patterns
./cli/knowledge-base.sh query-workflow --pattern 'auth'

# Query playbook entries
./cli/knowledge-base.sh query-playbook --task-type bugfix

# Store learning with metadata
./cli/knowledge-base.sh store-learning \
  --type workflow \
  --category edge-case \
  --data '...' \
  --confidence 0.85

Version History

1.1.0 (2025-12-08)

Fixed bootstrap utilities path to use shared location
Created unified CLI interface
Added main execute.sh entry point
Integrated workflow and playbook functionality

1.0.0 (2025-12-02)

Consolidated workflow + playbook into unified knowledge base