The library

remotion-best-practices · writing or reviewing Remotion code, building compositions, animating frames, handling captions/subtitles,

claude-mermaid · Use for claude mermaid operations

landing-page-generator · the user asks to create a landing page, marketing page, homepage, single-page site, lead capture page, ca

bricks-builder-mcp · Use for bricks builder mcp operations

landing · ever the user says 'landing for X', 'create a landing page', 'build a landing page', 'make a landing page

launch-strategy · the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta laun

research-knowledge-core · running any research, literature, IP, genomic, codebase, or docs-lookup task — the discipline every spoke

litreview · : 'litreview on [topic]', 'literature review on [topic]', 'I'm starting a literature review on X', 'I'm w

research-ops · Fresh fact gathering where answer depends on current public information rather than stored knowledge

research · Multi-intensity research from quick factual lookup to exhaustive 9-agent analysis

diagram-maker · Explaining architecture, flows, and concepts where visual layout conveys structure better than text

market-research · Go-to-market strategy and investment decisions where market sizing directly informs strategy

arckode-ui · Building predictable AI-generated frontend code with static analysis enforcement.

marketing-strategy-pmm · Designing product positioning and GTM strategy from customer research and competitive analysis.

predicate-skill · Evaluating conditional logic to control workflow branching without external orchestration.

softr-vibe-coding · Generating production-ready Softr Vibe Coding JSX blocks with brand integration.

okr · Quarterly planning where written OKRs with explicit confidence prevent untracked goal drift.

search-first · Factual queries where search-first ranking prevents LLM confabulation and ensures verifiable sources.

onboarding-cro · Optimizing new user experience when signup is working but activation rate is below targets

skills · Quickly integrating WorkOS auth or SSO into projects without reading 40 separate doc files

agent-skills-cli · Syncing community skills to multiple AI agents (Cursor, Claude Code, Copilot, Zed) in one command

oracle · Asynchronous code review by a second model when local tools can't detect an issue

org-health-diagnostic · Holistic org health assessment for board prep or identifying which function needs immediate attention

mcp-excalidraw-server · AI-driven architecture or flowchart generation with iterative refinement instead of one-shot Mermaid rendering

peekaboo · Reverse-engineering malware or analyzing third-party code when you need to see what's hidden

python-debugpy · Debugging long-running Python services or scripts when print-statement debugging won't suffice

patent · Finding prior art that falsifies a specific novelty claim rather than generic patent searching.

paywall-upgrade-cro · Optimizing in-product upgrade moments after the user has already experienced free value.

segment-cdp · Performing specialized work in its domain.

claude-marketplace-skill · Performing specialized work in its domain.

senior-frontend · Performing specialized work in its domain.

seo-competitor-pages · Rank for competitive-intent keywords (X vs Y, alternatives) without manually building comparison tables

spike · Test technical risk before committing to production without burning weeks

product-analytics · When you need retention curves and cohort comparison for product validation instead of single-point metrics.

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

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

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

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

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

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.

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

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.

mcp · Reference mcp documentation for use cases.

stitch-design-taste · Design-led teams using Google Stitch to enforce anti-generic UI standards.

research-summarizer · Comparing multiple sources or extracting structured briefs beats manual reading.

resume · Auto-built resume from work history beats manual editing.

superdesign · Systemic design generation beats one-off mockups.