skill-creator guides users through iterative skill development with quantitative benchmarking, interactive review tooling, and trigger-phrase optimization via extended thinking.

threejs-loaders covers gltf, obj, fbx, and environment map loading with progress tracking, error recovery via retry/fallback, and async patterns for parallel asset orchestration.

adapt covers rethinking visual designs for different devices and screen sizes by assessing context constraints and applying responsive techniques (css grid, flexbox, media queries) with platform-specific layouts and testing on real hardware.

golang-cli covers go cli development using cobra and viper, organized into build, extend, and review modes. addresses command structure, flag handling, and configuration layering patterns from production tools.

projection-patterns addresses building read models and materialized views from event streams, covering four projection types and five templates with emphasis on idempotency, checkpointing, and safe rebuild strategies.

consulting-analysis generates two-phase market and strategic research reports using domain-matched frameworks (porter's five forces, swot, dupoint analysis). phase 1 builds analysis skeleton; phase 2 synthesizes data into mckinsey/bcg-grade reports with no hallucinations and traceable claims.

deployment-pipeline-design covers multi-stage ci/cd architecture with approval gates, environment promotion, and deployment orchestration patterns. balances automation with safety controls for varied infrastructure targets.

create-specification generates ai-optimized specification documents with standardized templates, yaml metadata, and structured markdown enforcing 11 sections for requirements, interfaces, and acceptance criteria.

power-bi-performance-troubleshooting provides a four-area diagnostic framework covering model design, report layout, infrastructure, and data sources, with step-by-step troubleshooting workflows and optimization patterns ranging from quick wins to strategic interventions.

ce-debug guides systematic root cause analysis before proposing fixes, emphasizing causal chain validation and test-first discipline with single-change hypothesis testing.

generates structured, machine-readable implementation plans with mandatory sections for requirements, phases, dependencies, testing, and risks. enforces strict template compliance via identifier prefixes for autonomous execution.

token-integration-analyzer systematically identifies token security risks across erc20/erc721 implementations and integrations using trail of bits methodology, detects 24+ non-standard token behaviors, and delivers prioritized remediation guidance with defensive transfer patterns.

unit-test-bean-validation covers patterns for isolating jakarta bean validation unit tests without spring, including built-in constraints, custom validators, cross-field rules, and violation assertion extraction.

figma-implement-design converts Figma designs to production code via a seven-step workflow, extracting design tokens and assets, enforcing 1:1 visual parity, and reusing design system components. requires figma mcp connection and handles both url and desktop selection.

flutter-managing-state covers ephemeral state with setstate and app-level state via mvvm and provider, distinguishing management strategies and unidirectional data flow patterns.

cosmos-dbt-core bridges dbt core projects and airflow through three assembly patterns and eight execution modes, requiring upfront verification of engine type, warehouse, and airflow version before implementation.

flutter-databases establishes mvvm-compliant data layers using the repository pattern, with decision trees for selecting persistence tech (sqflite, hive, shared_preferences) based on data shape and size. includes code examples for offline-first sync and sql injection prevention.

vue-best-practices prescribes a structured workflow for vue 3 development via composition api and typescript, emphasizing core foundations before optional features, with explicit component-splitting rules and post-build performance passes.

migration-helper guides safe convex schema migrations including additive changes, breaking changes, and data transformations with zero-downtime patterns and verification steps.

app-store-screenshots covers platform-specific dimension requirements, gallery ordering strategy, and caption guidelines for ios and android. includes device mockup generation via inference.sh cli and preview video structure templates.

dd-pup exposes the datadog cli across logs, metrics, apm, incidents, dashboards, and infrastructure queries via oauth2 token refresh. extensive command reference but weak on procedural depth and failure recovery.

atlassian-mcp provides workflows for jira querying, confluence page management, and sprint automation via mcp protocol, with reference guides for authentication and common operations.

e-commerce covers shopping cart state management, stripe payment processing, inventory reservation with optimistic locking, order fulfillment workflows, and product search. provides working code patterns but lacks deployment, security, and failure recovery guidance.

email-systems addresses transactional and marketing email delivery at scale, covering authentication (spf/dkim/dmarc), queue management with retries, event tracking, and compliance patterns to maximize inbox placement.

information-architecture defines the structural skeleton of a product or site, sitting between design brief and build. it interviews users about navigation depth, content growth, and user types, then produces a documented ia with sitemap, navigation model, content hierarchy, flows, naming conventions, and url strategy.

aeo-optimization guides content structuring for ai engine citations through semantic triples, entity clarity, and page templates that reinforce consensus and information gain. templates span category explainers, product features, comparisons, use cases, and supporting blog posts.

doc-coauthoring scaffolds collaborative writing through context gathering, iterative refinement, and reader testing. integrates templates and team channels where available, using sub-agent validation to surface blind spots.

md-docs manages readme and agent context files for claude workflows, enforcing strict audience separation between human-readable project summaries and developer-facing technical reference.

rollup-bundler covers es module optimization, configuration patterns for libraries, plugin selection, and output format decisions. practical examples show multi-format bundling and tree-shaking setup.

api-security-best-practices covers jwt authentication, input validation, sql injection prevention, rate limiting, and ddos protection with working code examples. breadth is strong but depth on failure modes and recovery paths is thin.

golang collects production patterns for error handling, concurrency, testing, and performance tuned to go 1.25, with sub-skills covering deeper domains like linting and project layout.

citation-management handles the full lifecycle of latex bibliography maintenance: harvesting missing citations from semantic scholar, validating cite keys and bib entries, deduplicating, and formatting bibtex. covers four distinct actions (harvest, validate, add, format) with concrete command examples and key rules.

pnpm covers package manager fundamentals, workspace setup with glob patterns, monorepo filtering, peer dependency handling, and docker optimization. lacks explicit decision trees and failure recovery paths.

block-no-verify-hook intercepts git bypass flags (--no-verify, --no-gpg-sign, --no-edit) in PreToolUse hooks to prevent ai agents from skipping pre-commit safety mechanisms like linting and signing.

guides next.js app router adoption covering file structure mapping, routing patterns, server/client components, metadata handling, and strict typescript enforcement without the any type.

spring-boot-crud-patterns covers feature-aligned crud workflows for spring boot 3.5+ using layered architecture, jpa repositories, and ddd principles. includes entity modeling, validation, pagination, error handling, and generator tooling for rapid scaffolding.

feishu-lark sends formatted messages and interactive cards to group chats via webhooks or bot api, supporting bilingual content, card layouts, and rate limiting.

converts subframe design artifacts into working code by fetching designs via mcp, syncing components into the correct directory structure, and providing patterns for adding business logic like data fetching and form handlers.

implement covers verification-driven coding with tight feedback loops, distilled from 21k+ tracked operations and 600+ debugging sessions. emphasizes testing every 2-3 edits to catch quality gaps early.

exa-search provides semantic and keyword search across web content, research papers, and similar page discovery through five distinct endpoint modes with category filtering and custom output schemas.

creates formal, ai-optimized specifications for github actions workflows with structured tables, execution flow diagrams, and requirement matrices. abstracts implementation details to document behavior, constraints, and governance across functional, security, and performance dimensions.

use-template clones game templates from a manifest-backed gallery, auto-prompting users to select if no template ID is provided, then copies working code to a contextually-aware project directory.

product-strategy-session orchestrates six structured phases from positioning through execution planning, integrating 15+ component skills to move teams from strategic ambiguity to validated roadmap over 2-4 weeks.

auth0-authentication covers implementation patterns for auth0 flows including spa and server-side apps, token management, actions, mfa, and security hardening, with code examples but limited trigger clarity for cross-vendor skill graph integration.

swift-security covers iOS/macOS keychain operations, biometric authentication, and cryptography with apple-documented patterns and decision trees, spanning iOS 13+ through forward guidance. scoped to client-side only.

aws-cloudformation covers template authoring with security-first defaults, pre-deployment validation patterns, and post-deployment troubleshooting. emphasizes untrusted template content handling and resource property verification against official docs.

hono-api-scaffolder generates structured api routes, middleware, and endpoint documentation for cloudflare workers projects, following resource-grouped patterns with zod validation and typed bindings.