The library

pr · Opening pull requests with pre-filled templates and summary sections.

dev · Starting local development server with environment setup.

wt · Running workflow task definitions and automation routines.

l · Loading workspace state and context for the current session.

i · Bootstrapping new projects with research, design, and implementation scaffolding.

go · Continuing multi-session work when Claude Code context window resets.

sf · Launching parallel cleanup agents before committing code to catch 8+ common patterns.

keb · Determining if a flagged rule is a real bug, deliberate pattern, or framework limitation.

jj · Decomposing diffs into logical commits using Jujutsu VCS conventions.

prepare-release · Automating release gating and version bumps in CI-friendly environments.

ux · Comprehensive accessibility auditing against 10 usability heuristics + WCAG.

pd · Fast on/off toggle for installed plugins without full command lookup.

po · PM-style decomposition of vague features into executable, dependency-ordered tasks.

wt · Isolating task branches in separate work directories with built-in context.

sp · Solving seller account operations (orders, listings, inventory, FBA, finances).

ux · Creating detailed, implementable UX specs for solo/junior frontend developers.

web · Building reactive views and interactive editors in modern Svelte codebases.

c · Fast codebase orientation using large-context language model analysis.

task · Breaking large multi-session features into sequential phases within context limits.

research-gaps · Finding high-opportunity SEO keywords by analyzing competitor ranking gaps.

trace-config · Understanding how OpenShift install config fields flow through validation pipelines.

multi · Getting comprehensive perspectives from multiple AI models on high-stakes decisions.

clean · Safe, intelligent removal of drifted sessions, dead code, and stale documents.

code-review · Reviewing compiler IR transformations, codegen, and language spec changes.

audit · Validating that all API, makefile, file, and agent references in Claude Code config are current.

project-recap · Refreshing mental model of project state after weeks away or before planning

nav2 · Quickly reference correct syntax for navigation, costmap, lifecycle, and docking commands without consulting docs

pub-advance · Batching publication work across multiple papers in parallel while enforcing stage gates

tdd-green · Enforcing discipline in TDD where code strictly matches test requirements without premature optimization

ultrathink · Tackling ambiguous problems where you need to question everything and design from first principles

commit · Enforcing conventional commit format across team projects

risk-predict · Surfacing sprint risk to the team early so they can replan instead of missing deadline

review-pr · Auditing code quality before merge, catching cross-cutting issues (errors, tests, types) that single reviewers miss

cherry_pick_pr · Extracting specific commits from feature branches to split into separate PRs or move to correct branch

legal-audit-live · Discovering GDPR violations (pre-consent tracking) and cookie banner compliance gaps that static code audit misses

dialog-to-lit · Bulk migrating Polymer dialog-based UIs to Lit while preserving dialog-specific behavior

h-brief · Locking in task contract at Phase 2 (Propose) before substantive work begins

de-ai · Converting AI-written or corporate-speak text to direct, conversational human voice

android-build-fix · Quickly unblocking Android builds when gradle dependency or version issues arise

cli-audit · Ensuring CLI consistency before release: all commands have help, flag syntax matches, completion works

explain-store · Onboarding new developers to a database by showing what data lives where and why relationships exist

photo-clear · Cleaning up large photo libraries by automating deletion based on date/size criteria

nix-check-tasks · Monitoring Nix build health in CI and catching broken derivations before merge

release · Automating release process to ensure consistent versioning and changelog

gsd:verify-work · Ensuring quality gate before work moves to done (prevents 'done' from meaning 'not verified')

gwt-pr · Automating PR creation workflow with conflict-aware branch syncing and merge validation.

reset · Resetting a development pipeline phase while preserving invariant rules and base templates.

ship · Gating production deployment on test/review gates, docker validation, and infrastructure checks.

release-check · Validating version sync, CHANGELOG entry, and API documentation parity before tagging.

pickup · Surfacing next prioritized work with availability categorization (available vs. inactive).