The library

hugging-face-vision-trainer · When fine-tuning vision models (detection/classification/segmentation) for domain-specific image tasks with automatic Hub integration.

capacity-planner · When planning engineering team capacity and validating roadmap feasibility against current and planned headcount.

cloudbase-sites-runtime · When deploying Node.js, Python, or Go web apps quickly without container orchestration overhead.

deployment-readiness-skill · When validating readiness before production deployment and want automated checks for security, performance, and test coverage.

hunyuan3d · When rapidly prototyping 3D assets for games, AR, product visualization, or design exploration from text or image reference.

capture · When converting unstructured brain dumps into organized task/project lists with zero information loss

hyperframes-cli · When scaffolding, linting, previewing, or rendering HTML video compositions for final delivery

caveman · When communication token budget is critical and technical accuracy must be preserved

skill-installer · When installing workspace-local skills from GitHub or curated sources into workspace/skills/

cco-review · When customer retention/segmentation/CS hiring decisions need pressure-tested against hard metrics

imagen · When generating UI placeholders, documentation illustrations, or design assets during development

cdo-review · When data architecture, AI training data, or data monetization decisions need scrutiny on consent/dependencies

inkos-multi-agent-novel-writing · When autonomous novel generation with multi-agent auditing and revision gates is required

docs · When writing technical documentation that must be terse, scannable, and friendly

inngest · When implementing serverless background jobs and durable multi-step workflows without queue infrastructure

cfo-advisor · When modeling unit economics, burn rate scenarios, and financial planning for fundraising

integrating-tauri-js-frontends · When configuring Next.js, Nuxt, SvelteKit, or Vite for static output in Tauri v2

cfo-review · When spend, hiring, or fundraising decisions need numerate stress-testing on unit economics

get-chat-history · When retrieving recent conversation history to contextualize follow-up queries

integrating-tauri-rust-frontends · When integrating Leptos, Yew, Dioxus, or Sycamore WASM frameworks into Tauri v2

challenge · When pre-validating any plan that requires resource commitment or board/investor presentation

notebook-determinism-enforcer · When enforcing notebook reproducibility and eliminating non-deterministic patterns in data pipelines

change-management · When rolling out organizational changes, tool migrations, or strategy pivots that need adoption

2084-error-handling-pattern_364bc098 · When structuring exception hierarchies for specific error types (auth, rate limit, policy, etc.)

inventory-demand-planning · When forecasting SKU demand, setting safety stock, and planning replenishment at multi-location retailers

changelog-generator · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.

investor-materials · Building pitch decks, one-pagers, and financial models when all docs must sync around canonical traction metrics and raise size.

changelog · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.

investor-outreach · Writing cold emails and warm intros to VCs when the ask is explicit and proof points are concrete, not adjective-heavy.

channel-economics · Quarterly channel reviews when pipeline is split 50/50 direct-vs-partner and nobody knows which channel actually clears the loaded-cost bar.

ios-debugger-agent · Testing iOS app flows in a booted simulator when you need real UI interaction, screenshots, and runtime log capture without building in Xcode UI.

chaos-engineering · Planning fault-injection tests when steady-state metrics, abort criteria, and blast radius must be defined before any failure is injected.

Release Checklist · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.

ios-icon-gen · Creating PNG icon assets for Xcode when you need SF Symbols (native Apple style) or Iconify (275k+ open source icons) in one output format.

chaos-experiment · Using this artifact when the standard alternative doesn't fit your constraints.

java-coding-standards · Code review and writing when Spring Boot or Quarkus projects need consistent naming, immutability, exception, and CDI patterns enforced across the team.

chief-ai-officer-advisor · Strategic AI decisions when founders/CAIOs need 3-year TCO, regulatory risk tier, and API-vs-self-hosted breakeven for each use case.

jira-integration · Using this artifact when the standard alternative doesn't fit your constraints.

chief-customer-officer-advisor · Using this artifact when the standard alternative doesn't fit your constraints.

jpa-patterns · Using this artifact when the standard alternative doesn't fit your constraints.

chief-data-officer-advisor · Using this artifact when the standard alternative doesn't fit your constraints.

flash · Using this artifact when the standard alternative doesn't fit your constraints.

json-canvas · Using this artifact when the standard alternative doesn't fit your constraints.

chief-of-staff · Using this artifact when the standard alternative doesn't fit your constraints.

jvm-core · Using this artifact when the standard alternative doesn't fit your constraints.

chro-advisor · People leadership for scaling companies.

gog · Google Workspace CLI for Gmail, Calendar, Drive, and Contacts.

jvm-orchestrator · Route a JVM task to the right skill among 16 specialists — Kotlin language/coroutines/Exposed/Ktor, Java coding standards, the Spring Boot stack (patterns, T...

churn-prevention · Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences.

knowledge-ops · Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos).