The library

ent-synthesis-coach · When a venture journey ends and you need to extract the timeless patterns that inform the next venture.

ent-thesis · When a founder is building their repeatable founder operating system — learning what works, what doesn't, and why.

ent-unit-econ-check · When a founder uses a unit econ model to make go/no-go decisions and you need to stress-test the assumptions.

ent-value-hypothesis-builder · When you have a validated problem and need to diverge on solution direction before concept-testing.

session-search · When you need to quickly find a past session by partial memory (a phrase, a date range, a person name).

lsp · When you need precise symbol tracking (dead code, refactor impact, dependency discovery) without regex fragility.

task-profile · Understanding your own Claude usage patterns when you want atomic skill recommendations tailored to repeated friction.

rules · Automating per-project instruction injection without rewriting CLAUDE.md for every session.

token-doctor · Identifying spend concentrations and antipatterns when your Claude bill is unexpectedly high.

ulw-plan · Large or ambiguous work when you need one decision-complete plan rather than back-and-forth negotiation.

ai-firstify · Systematically aligning existing projects to AI-first principles when piecemeal refactoring has plateaued.

ulw-loop · Long-running durable work with checkpoints when context resets and manual QA are acceptable overhead.

analyze-performance · Optimizing content strategy when you have a portfolio of published posts with known performance.

brainstorm-linkedin · Converting research, articles, or external ideas into personal LinkedIn angles without starting from scratch.

debugging · Production bugs and flaky tests when you need runtime truth instead of plausible code stories.

brainstorm-opinion · Cross-pollinating LinkedIn content into opinion pieces when you want deeper societal reach.

content-studio · Entry point when user has content requests but you need to confirm tool readiness.

git-master · Atomic commits and complex history investigations when you need evidence-led git operations.

setup-content-studio · Bootstrapping thought leadership content systems when you have an author and examples but no infrastructure.

init-deep · Rapidly documenting complex codebases when you need a living CLAUDE.md that grows with the project.

write-blog-post · Producing consistent, brand-aligned blog posts when you have a content studio setup with voice guidelines.

lcx-contribute-bug-fix · Open-source contributions when you want an end-to-end workflow from bug report to merged PR.

write-linkedin-post · Consistently publishing LinkedIn posts that match your brand when you have voice guidelines in a content studio.

lcx-report-bug · Reporting bugs when you want the maintainers to reproduce quickly without back-and-forth.

write-opinion · Publishing thought leadership opinion pieces when you have voice guidelines and a defined audience.

kb-answer · Scaling documentation when you want answers grounded in your corpus instead of generic web search.

programming · When building new code in Python/Rust/TypeScript/Go with strict discipline.

kb-import · When migrating unstructured documentation into a searchable knowledge base.

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.