The library

refactor · When you need to restructure code with full codebase awareness and risk mapping.

kb-refresh · When you want to add new sources to an existing KB or re-scrape for updates.

remove-ai-slops · When AI-generated code has stylistic/structural debt that must be cleaned before merge.

setup-knowledge-base · When starting a new structured KB for your team or project.

review-work · When you need comprehensive post-implementation verification across goals, QA, code, and security.

customer-status · When managers need a real-time health view of all active customer accounts.

meeting-prep · When you want to walk into any meeting fully briefed on attendee and topic context.

start-work · When executing a planned multi-step work item with subagent parallelization.

one-on-one-prep · When you need deep context on a direct report before their 1:1 meeting.

ultraresearch · When you need maximum-saturation research across every available source.

performance-cycle · When gathering evidence for fair and comprehensive performance reviews.

priority-planner · When you need to cut through daily noise and focus on highest-leverage actions.

setup · When onboarding a new team context or refreshing stale organizational knowledge.

visual-qa · When you must rigorously verify UI changes before shipping.

team-health · When you want to spot patterns across your team: who needs growth, who needs support.

triage-messages · When you do batch Slack/email sweeps and need smart prioritization.

techwolf-logo · When you need official, on-brand TechWolf logo files for any output.

3d-web-experience · When you need to add 3D/immersive elements to a web product.

init-deep · Generating comprehensive, hierarchical knowledge bases for agent systems with parallel discovery.

ab-test-setup · Validating product hypotheses with statistical rigor and measuring impact on business metrics.

accessibility · Implementing WCAG 2.2 accessible components consistently across Web, iOS, and Android.

accesslint-audit · Systematically finding and fixing WCAG violations across code or pages with verify-after-fix loop.

accesslint-diff · Proving a UI change introduces no new accessibility regressions before merging to main.

refactor · Restructuring large code sections with safety guarantees via LSP, AST-Grep, and regression tests.

accesslint-scan · Auditing a live page comprehensively for all WCAG 2.2 violations with selector-grounded fix worklist.

remove-ai-slops · Stripping boilerplate, dead code, and defensive patterns from AI-generated code without changing behavior.

adding-tauri-splashscreen · Building desktop applications with native performance and Rust backend integrated with web UI.

adding-tauri-system-tray · Building desktop applications with native performance and Rust backend integrated with web UI.

agent-architecture-audit · Reviewing multi-agent system design for coupling, messaging patterns, and safety boundaries.

visual-qa · Detecting visual regressions and responsive design breakpoints across multiple screen sizes.

agent-eval · Measuring multi-agent system output quality, safety alignment, and hallucination rates.

agent-browser · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.

agent-evaluation · Measuring multi-agent system output quality, safety alignment, and hallucination rates.

dev-browser · Exposing browser DevTools and debugging APIs to agent automation workflows.

agent-introspection-debugging · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.

agent-memory-systems · Persisting multi-layer agent memory (short-term, long-term, skill) across conversations.

git-master · Maintaining clean commit history and enforcing conventional-commit discipline across branches.

personalhub-steam · Centralizing task, calendar, email, and memory state in a single-player productivity dashboard.

agent-tool-builder · Designing tools when LLM description quality matters more than implementation quality.

security-research · Parallel security audits that separate real exploitability from concern with dedicated hunters and PoC engineers.

personalhub-youtube · YouTube API setup, credential validation, and search/trending usage without building custom integrations.

agentic-engineering · Engineering workflows where AI agents perform most implementation and evals enforce quality gates.

agentic-ops-core · Shared loop discipline for all live-surface operations: read state, smallest reversible action, prove it, report exact status.

swarmwage-hire · Hiring specialized agents (image generation, transcription, charting) when they beat your native capability.

agentic-ops-orchestrator · Single entry point for operating any live surface: inbox, repo, tracker, billing, docs, alerts.

understand-chat · Answering codebase questions using a pre-built knowledge graph instead of reading source directly.

swarmwage-publish · Publishing agent capabilities to the Swarmwage registry so other agents discover and pay you in USDC.

agentic-os · Building persistent multi-agent operating systems that survive session restarts on Claude Code.

understand-dashboard · Visualizing knowledge graph structure as interactive architecture instead of raw JSON.

agents-sdk · Building agents using standardized SDK patterns and tool composition.