The library

gsd:session-report · Generating shareable post-session summaries with estimated token costs

os-improvement-report · Tracking and visualizing agent loop improvement trends over cycles

gsd:set-profile · Switching GSD agent quality/cost tradeoffs without restarting work

os-init · Bootstrapping Agentic OS structure for new multi-agent projects

gsd:settings · Interactive configuration of GSD workflow toggles and model profiles

os-memory-manager · Closing sessions with proper three-tier memory promotion and deduplication

gsd:ship · Creating PRs and tracking merges after verify-work passes

gsd:sketch-wrap-up · Distilling throwaway sketches into persistent design skills

todo-check · Pre-flight auditing a file for technical debt before committing

gsd:sketch · Exploring design directions with fast HTML mockup variants

gsd:spec-phase · Clarifying phase requirements with Socratic interview before discuss-phase

gsd:spike-wrap-up · Converting research findings into reusable project-local skills

learning-loop · Continuous improvement of agent skills through feedback loops

gsd:spike · Fast exploratory research on technical unknowns before planning

orchestrator · Coordinating multi-agent task dispatch across a distributed team

gsd:stats · When you need a single authoritative view of all project phases, plans, and metrics across the entire codebase.

red-team-review · When complex work needs independent adversarial critique before commitment, especially for architectures and research.

gsd:thread · When work spans multiple sessions but doesn't belong to a specific phase and needs persistent context.

gsd:ui-phase · When starting a frontend phase and need a design specification contract from research to verification.

memory-management · When you need a tiered recall system balancing hot-cache speed with deep semantic search across sessions.

gitnexus-exploring · When learning a large unfamiliar codebase and need execution flows and symbol relationships mapped.

rlm-audit · When you've added new files and need to identify exactly what's missing from the semantic cache.

rlm-cleanup-agent · When files are deleted or moved and the RLM ledger contains stale entries to remove.

gsd:undo · When you need to safely revert phase or plan commits with dependency checking, not blind git reset.

rlm-curator · When you need to distill files into the RLM Summary Ledger and keep the cache in sync with codebase.

rlm-distill-agent · When you have uncached files and need high-quality 1-sentence summaries written to the ledger.

gsd:validate-phase · When a phase is complete but validation coverage is unknown and needs retroactive audit and gap-filling.

rlm-init · When setting up RLM for the first time in a project or adding a new cache profile.

gsd:verify-work · When you want conversational user acceptance testing with automatic diagnosis of found issues.

rlm-search · When searching for architecture, code, or documentation and need O(1) RLM scan before semantic or exact search.

gsd:workstreams · When validating project work and need to execute gsd:validate-phase workflow.

vector-db-audit · When you need O(1) keyword lookup across RLM summaries without semantic search overhead.

vector-db-cleanup · When RLM Phase 1 keyword search is insufficient and semantic nearest-neighbor matching is needed.

vector-db-ingest · When RLM Phase 1/2 results are insufficient and you need precise regex or exact-match lookup.

vector-db-init · When you need to enable semantic search over project code without a remote server.

vector-db-launch · When multiple agents need concurrent read/write access to the vector store.

video · When you need video pages to appear in Google search carousels and rich results.

vector-db-search · When Phase 1 (RLM) returned no match and you need concept-based context retrieval.

audit-plugin · When validating a Claude Code plugin against 10 structural and security compliance categories.

script-to-node · When creating custom pixel-processing nodes from natural language descriptions without manual JSON.

create-command · When automating repeated workflows with reusable slash commands that scale across the team.

human-brainstorm · Unblocking feature roadmaps by surfacing architectural gaps that current implementation could support

obsidian-clippings-cli · Batch-saving web/email content to Obsidian with consistent date-title naming and structured metadata

create-hook · Enforcing invariants or auto-approvals in Claude Code without creating a full skill

SKILL.md.vi · Pre-release doc hygiene checks by replacing manual grep passes with deterministic path-existence validation

obsidian · Scripting bulk Obsidian note operations (search, append, patch) while avoiding shell quoting pitfalls

create-skill · Creating repeatable agent skills with TDD-ready evaluation structure and discovery-captured trigger phrases

closing-costs · Presenting accurate fee estimates to borrowers with compliance-required itemization per state

mortgage-compliance · Protecting lenders from regulatory violations by rejecting non-compliant interactions before they reach borrowers

SKILL.md_UPDATE_PLAN · Tracking doc-drift for skills undergoing major version bumps with feature set changes