memory-log-append
Append a structured event to a consumer's semantic memory log
162 repo starsObserved in 1 repos
Agent Building
Agent Building skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
metrics-tokens
Analyze token usage efficiency against the MetaGPT baseline and surface per-step optimization opportunities
162 repo starsObserved in 1 repos
Agent Building
migrate-hook
Migrate existing CLAUDE.md full-injection to the AIWG.md hook file architecture
162 repo starsObserved in 1 repos
Agent Building
pattern-selector
Recommends the right LLM pipeline pattern for a use case — simple chain, embedded agent, state machine, RAG, eval loop, or dynamic prompt
162 repo starsObserved in 1 repos
Agent Building
pipeline-design
Interactive LLM inference pipeline design — elicits requirements, recommends pattern, scaffolds production-ready artifacts
162 repo starsObserved in 1 repos
Agent Building
ralph-abort
Abort a running agent loop and optionally revert changes
162 repo starsObserved in 1 repos
Agent Building
ralph-analytics
Show analytics and metrics from agent loop execution history
162 repo starsObserved in 1 repos
Agent Building
ralph-config
View and configure agent loop settings — show, set, reset, and apply named presets
162 repo starsObserved in 1 repos
Agent Building
ralph-memory
Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
162 repo starsObserved in 1 repos
Agent Building