The library

mirror-article · Finding code regressions and systemic patterns across large codebases in batch.

design-council · Parallel review and triage workflows across multiple criteria or models.

release-notes · Parallel review and triage workflows across multiple criteria or models.

build-dungeons · Automated test repair and quality assurance loops.

ingest-book-monograph · Parallel review and triage workflows across multiple criteria or models.

ui-deterministic-propagate · Complex multi-phase orchestrated workflows requiring coordination across role-specialized agents.

build-home-energy-calculators · Complex multi-phase orchestrated workflows requiring coordination across role-specialized agents.

review-spec-generator-plan · Best for code review when multi-perspective consensus ensures quality.

audio-shootout · Best for orchestrating parallel multi-phase work.

ship · Best for orchestrating deployments with rollback gates.

explore-fitai-analyzer · Best for orchestrating parallel multi-phase work.

qiskit-platform-research · accuracy-critical resource curation for public learning platforms

visual-loop · fan-out parallel research with synthesized results

i18n-rollout · Bulk text localization across codebase with consistent dictionary structure.

sprite-restyle-judge · Game asset QA where visual consistency to canon must be both scored and gated per character.

translate-keys · Localizing customer-facing UI (like ordering combos) into 37 languages with strict JSON schema + placeholder + markup preservation.

Skill · Rapid test-data generation for web apps when you need to respect entity relationships and field types without manual SQL.

skill · Creating audio-reactive visuals when aesthetic consistency and lore injection matter more than generic animation.

skill · Building composite UIs faster and more consistently when shadcn base components exist—avoids reinventing buttons or cards.

Accessibility audit · When accessibility audit is needed before shipping or in production.

nav-backtrack · When nav-backtrack is needed before shipping or in production.

auditing-seo · When auditing-seo is needed before shipping or in production.

ext-apps · When ext-apps is needed before shipping or in production.

drupal-sdc-figma-parity · When drupal-sdc-figma-parity is needed before shipping or in production.

stress-test · When stress-test is needed before shipping or in production.

mcp-server-asana · Integrating Asana task data into agentic workflows at runtime.

api-and-interface-design · Establishing contract-first API design before coding starts.

sdk · When building multi-step conversational workflows embedded in MCP.

webmcp-ts-sdk · When building MCP servers for browser-based applications.

frontend-ui-engineering · When UI needs to work flawlessly across devices and follow brand guidelines.

idea-refine · When requirements are vague and need structure before implementation.

elisym-customer · Discovering specialist AI agents by capability description, comparing prices, and delegating work to remote providers without API keys or platform accounts.

exa-research · Finding cited academic papers, discovering competitors via semantic similarity, or extracting factual answers grounded in real web sources rather than training data.

search-for-service · Discovering available paid APIs in the x402 bazaar without needing to know exact endpoint URLs upfront.

x402 · Meta-tool for discovering and calling any x402 endpoint when a more specific skill doesn't exist.

spec-driven-development · Establishing shared understanding of what to build and why before writing any code, preventing rework.

check-pricing-changes · Auditing tech stacks for pricing risk and vendor cost changes before they impact production.

industrial-brutalist-ui · When building data-heavy dashboards or technical portfolios that need to feel like declassified blueprints.

imagegen-frontend-web · When creating section-by-section frontend design references that developers can accurately implement.

minimalist-ui · When designing clean, document-like workspaces that reject generic SaaS defaults.

design-is · When auditing existing designs against foundational principles before committing to refine or redesign.

redesign-existing-projects · When auditing existing designs against foundational principles before committing to refine or redesign.

high-end-visual-design · When auditing existing designs against foundational principles before committing to refine or redesign.

stitch-design-taste · When applying stitch-design-taste patterns to specialized interface challenges.

knowledge-agent · When applying knowledge-agent patterns to specialized interface challenges.

design-taste-frontend-v1 · When applying design-taste-frontend-v1 patterns to specialized interface challenges.

design-taste-frontend · When applying design-taste-frontend patterns to specialized interface challenges.

ent-concept-test · Testing whether a desperate customer would want your solution before building—the fastest way to validate demand in days instead of weeks.

ent-customer-discovery · Synthesizing signal from 20-80 interviews to identify desperate customers, surface recurring patterns, and detect when you have enough evidence to graduate.

ent-design-partners · Structuring early B2B customer relationships that are committed, paid, and co-creative—avoiding big-logo traps and tire-kickers.