The library

shadcn · When composing multi-layer UI (settings = Tabs + Card + forms) and you need enforced rules to avoid custom styling debt.

product-manager-toolkit · When you have scattered customer feedback and feature requests and need a repeatable prioritization process instead of gut feel.

terminal-pilot · When plain stdio is insufficient for interactive menus, prompts, or terminal UI apps like poe-code configure.

xurl · When you need to post or search X from an automated workflow and shortcuts return JSON instead of web browser.

shopify-apps · When building admin UX that needs real-time product data and multi-store coordination instead of write-once APIs.

Product Manager · When you ship features but nothing moves the needle and need to validate assumptions before building instead of after.

signing-tauri-apps · When distributing across app stores (Play, App Store, SmartScreen) and you need platform-specific signing without rebuilding.

product-research · When you need to size a research study honestly instead of guessing participant counts, and flag single-source quotes as anecdotes not insights.

forge-status · When you need a quick read of where a multi-step forge task stands without replanning.

signup-flow-cro · When signup conversion is below benchmark and you need systematic field reduction and step reordering to lower cognitive load.

social-autoposter · When you have a content library and want to distribute across platforms on a schedule without manual posting.

forge-validate · When you want to validate one module without running the full forge workflow again.

simplify-code · When you want safe code quality improvements on a diff and only high-confidence, behavior-preserving changes applied.

product-strategist · When you need to align product strategy across engineering, design, and sales and cascade goals from vision to quarters.

forge · When a task has multiple steps with conditional logic and you need automatic retry with persistent memory across iterations.

site-architecture · When you need to organize 10+ pages and want a systematic IA before building instead of guessing page hierarchy.

skill-rails-upgrade · When planning a Rails major version upgrade and you need a comprehensive compatibility audit before implementation.

project-health · Portfolio managers tracking multi-project health against schedule and budget thresholds.

sogni-creative-agent-skill · Agents needing production-quality creative generation within a single API call without infrastructure setup.

cargo-make-workflow · CI/CD pipelines where consistent Rust workflows must run identically across platforms without raw cargo commands.

slack-bot-builder · Production Slack integrations requiring modal workflows and event-driven interactivity where Bolt's request verification is mandatory.

promote · Converting one-off learnings into permanent project conventions that persist across sessions.

remote-mcp · Headless automation on remote Windows/Linux machines where Playwright is not available or UI automation is needed.

sync-studio · Ensuring design-system components generate from schemas without hardcoded fallbacks that would drift from source of truth.

prompt-engineer-toolkit · Validating prompt changes before production deploy when output schema and safety constraints are measurable.

easel · Multi-modal agent output where terminal wall-of-text would hide visual content (mockups, diffs, comparisons).

terminator-issue-reporter · Lowering friction for bug reports by auto-collecting logs and categorizing issue patterns with immediate workarounds.

sleek-design-mobile-apps · Rapid mobile design iteration without Figma or design tool expertise, integrated into agent workflows.

prompt-governance · Production teams iterating prompts safely where blind iteration would cause user-facing quality swings.

claude-skills · Reference claude-skills documentation for use cases.

pulse · Reference pulse documentation for use cases.

mcp · Reference mcp documentation for use cases.

social-graph-ranker · Finding most relevant contacts/collaborators in large social networks without exhaustive search.

playwright-pro · Complex multi-step browser automation where Firecrawl scraping is insufficient and you need DOM interaction.

commit · Automating commit creation in agent workflows where manual git commands would break the conversation flow.

social-intake-orchestrator · Scaling inbound social lead handling without manual triage, automating first-pass qualification.

qms-audit-expert · Manufacturing/regulated teams needing routine compliance audits without external auditor costs.

moflo · AI agents that need to remember what they learned across sessions and route tasks to the right handler

sqlitecpp-coding-standards · Teams maintaining critical C++ SQLite wrappers where memory safety and API stability matter

social-media-core · Content teams distributing ideas across X, LinkedIn, Threads, Bluesky where each network has different native shapes

quality-documentation-manager · Medical device manufacturers and regulated labs needing 21 CFR Part 11 compliance and change control

setup-mcp-server · Setting up cross-tool MCP integrations without manual JSON editing, especially for multiple providers

list-calendars-skill · Fetching calendar list before creating or listing events

social-media-orchestrator · Users who say make and post this without specifying tool or platform

quality-manager-qmr · Holding senior leadership accountable for quality system effectiveness and regulatory oversight

tool-review · MCP server maintainers checking tool implementations before merging

social-publisher · Multi-platform campaign scheduling where draft approval and cross-posting must happen safely

quality-manager-qms-iso13485 · Medical device manufacturers building a foundation for ISO 13485 certification and regulatory submission

mcp · AI agents that need to interact with Sui wallets and execute on-chain transactions directly

update-pricing · One-time pricing updates where approval gate and change tracking matter