The library

bx · Quickly capturing ad-hoc tasks as tracked beads before implementing them, ensuring nothing is lost and all work has an audit trail.

sc · Bundling file staging and commit creation into a single operation when no complex git workflow (rebase, cherry-pick) is needed.

ws · Monitoring current project phase and task progress.

wb · Discovering customer needs before building solutions.

mr · Summarizing branch changes for peer review.

po · Managing product backlog and feature documentation.

ts · Switching between compact and full view modes.

app-testing-loop · Continuous testing and validation of features.

review · Finding correctness issues in code diffs.

kb · Storing and retrieving project documentation.

pub · Automating multi-architecture macOS app releases without manual confirmation steps.

x · Quick code exploration, one-line fixes, research without PM ceremony.

p · Creating tracked work items with clear acceptance criteria, subtask support, and OSS-safe PM artifacts.

s · Transitioning a planned task into in-progress with branch setup and status tracking.

w · Preserving session knowledge, decisions, and next steps before memory reset or long breaks.

st · Fast status check without scanning vault or task files.

gh · Keeping internal task tracking synchronized with public GitHub Issues as single source of truth.

ml · Initializing domain context for Earth Engine geospatial and time-series forecasting work.

ba · Solutioning Claude Code Config Manager features through multi-expert analysis and wireframe-driven design.

aw · Ensuring AI-generated code changes actually work in production before shipping user-facing features.

codexreview · Finding hidden security vulnerabilities and data integrity bugs in adversarial code review mode.

adr · Documenting architecture decisions and their trade-offs in a searchable, versioned format.

councilreview · Running deep cross-domain code audits by independent experts to catch issues single reviewers miss.

s · Turning vague feature ideas into testable specifications with clear acceptance criteria.

p · Converting approved specifications into technical plans with data models and implementation guides.

ga · Music theory chord lookups and diatonic key analysis with natural language parsing.

kb · Answering personal/project questions by querying a populated knowledge graph with citations.

ci · Blocking pre-merge commits that fail coverage, lint, or compilation checks.

go · Complete feature lifecycle from branching through PR without manual tool-switching.

cm · Generating conventional commit messages that match project style from staged changes.

anti-pattern-czar · Systematically fixing error-handling smells (swallowed exceptions, missing logging) in existing code.

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.