What does skillforge do?
Agent Skill Self-Evolving Meta-Agent System · Agent-Led Progressive Disclosure + Three-Layer Routing (Rule+BGE+LLM R@1=98%) + Octa-Dimensional Evaluator + Meta-Agent Semi-Automated Loop · 4907 lines Python · pytest 74/74
Agent Skill Self-Evolving Meta-Agent System · Agent-Led Progressive Disclosure + Three-Layer Routing (Rule+BGE+LLM R@1=98%) + Octa-Dimensional Evaluator + Meta-Agent Semi-Automated Loop · 4907 lines Python · pytest 74/74
Skillforge is a self-evolving meta-agent system designed to help AI agents (such as Claude Code, Cursor, Codex) progressively discover and apply the most relevant skills during a task. It employs a three-layer routing mechanism (rule-based, BGE embedding similarity, and LLM-based re-ranking) achieving 98% top-1 accuracy, ensuring optimal skill selection without overwhelming the agent. The system includes an octa-dimensional evaluator that assesses skills across eight critical dimensions, and a meta-agent that semi-automatically closes the feedback loop by refining the skill library based on real usage. Built entirely in Python (4907 lines) with exhaustive pytest coverage (74/74 tests passing), Skillforge is ideal for developers building complex multi-step AI workflows that require dynamic and context-aware skill invocation.
npx skills add SuperGODOG/skillforgeInstalled? Explore more Coding & Development skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
Agent Skill Self-Evolving Meta-Agent System · Agent-Led Progressive Disclosure + Three-Layer Routing (Rule+BGE+LLM R@1=98%) + Octa-Dimensional Evaluator + Meta-Agent Semi-Automated Loop · 4907 lines Python · pytest 74/74
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.