EVOKORE-MCP: All Skills Crib Sheet
Fast-lookup table for every SKILL.md in the EVOKORE-MCP library. Each row links to the full wiki page generated under docs/wiki/skills/. The wiki is a build artifact and is not committed to the repository — run npm run wiki:build to generate it locally.
What this covers
- Per-category inventory totals
- A flat alphabetical table of every skill grouped by category
- One-line trigger descriptions taken from each skill's frontmatter
For a higher-level narrative grouped by category, see SKILLS_OVERVIEW.md. For the rendered, browsable wiki index, generate the wiki locally and open docs/wiki/skills-index.html.
Inventory
| Category | Count |
|---|---|
| ANTHROPIC COOKBOOK | 4 |
| ARCHITECTURE | 1 |
| AUTOMATION AND PRODUCTIVITY | 7 |
| COMMUNICATION | 1 |
| CONTEXT | 1 |
| DEVELOPER TOOLS | 23 |
| EVOKORE EXTENSIONS | 9 |
| GENERAL CODING WORKFLOWS | 9 |
| HIVE FRAMEWORK | 8 |
| ORCHESTRATION FRAMEWORK | 41 |
| PLANNING | 2 |
| PROJECT MANAGEMENT | 1 |
| QA | 1 |
| RESEARCH AND CONTENT | 5 |
| Stitch Skills | 7 |
| WSHOBSON PLUGINS | 146 |
| Total | 266 |
Sorted by category then skill name. Descriptions are taken from the first-line description: field in each SKILL.md frontmatter and may be lightly truncated.
ANTHROPIC COOKBOOK
| Skill | Description | Wiki |
|---|---|---|
| analyzing-financial-statements | This skill calculates key financial ratios and metrics from financial statement data for investment analysis. | open |
| applying-brand-guidelines | This skill applies consistent corporate branding and styling to all generated documents including colors, fonts, layouts, and messaging. | open |
| cookbook-audit | Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested. | open |
| creating-financial-models | This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions. | open |
ARCHITECTURE
| Skill | Description | Wiki |
|---|---|---|
| improve-codebase-architecture | Use when surfacing architectural friction inside a single EVOKORE bounded context and proposing deepening refactors (shallow modules, leaky seams, low locality) informed by ADR-0005. | open |
AUTOMATION AND PRODUCTIVITY
| Skill | Description | Wiki |
|---|---|---|
| brand-guidelines | Applies Anthropic's official brand colors and typography to any artifact that may benefit from having Anthropic's look-and-feel. | open |
| file-organizer | Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, and suggesting better structures. | open |
| image-enhancer | Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. | open |
| invoice-organizer | Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. | open |
| slack-gif-creator | Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. | open |
| tailored-resume-generator | Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances. | open |
| theme-factory | Toolkit for styling artifacts with a theme. 10 pre-set themes plus on-the-fly generation for slides, docs, reports, and HTML landing pages. | open |
COMMUNICATION
| Skill | Description | Wiki |
|---|---|---|
| zoom-out | Use when an agent needs to go up a layer of abstraction — map calling modules, identify the seam at which a change should land, and check whether the bug or feature lives at the right altitude. | open |
CONTEXT
| Skill | Description | Wiki |
|---|---|---|
| ubiquitous-language | Use when crystallizing a domain glossary for a single bounded context — extract canonical terms from replay JSONL, evidence JSONL, and src/ identifiers, then write GLOSSARY.md scoped to that context only. | open |
DEVELOPER TOOLS
| Skill | Description | Wiki |
|---|---|---|
| artifacts-builder | Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). | open |
| changelog-generator | Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear customer-friendly release notes. | open |
| debugger-driven-analysis | Drive runtime analysis with debugger-first workflows for breakpoint planning, register and memory observation, and static-to-dynamic correlation. | open |
| developer-growth-analysis | Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement; curates learning resources and sends a personalized growth report. | open |
| docx | Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. | open |
| frontend-design | Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. | open |
| ghidra-core-recon | Perform first-pass binary reconnaissance using Ghidra-oriented workflows for functions, strings, imports, exports, and symbols. | open |
| ghidra-function-analysis | Analyze a target function through decompilation, xrefs, callers/callees, and supporting evidence when a function has been identified as important. | open |
| ghidra-rename-and-retype | Turn raw analysis into a cleaner knowledge base by renaming functions, variables, and data while applying signatures, comments, and types. | open |
| malware-triage-workflow | Triage suspicious binaries by combining static indicators, control-flow hints, YARA or pattern matches, and debugger confirmation. | open |
| mcp-builder | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. | open |
| Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. | open | |
| pptx | Presentation creation, editing, and analysis for .pptx files including layouts, comments, and speaker notes. | open |
| refly | Base skill for Refly ecosystem: creates, discovers, and runs domain-specific skills bound to workflows. | open |
| reverse-engineering-company-system | Run reverse engineering as a coordinated EVOKORE operating system with expert panels, additive workflows, and lightweight learning loops. | open |
| reverse-engineering-improvement-loop | Convert completed reverse-engineering work into better future workflows, skills, and panel narratives. | open |
| reverse-engineering-workbench | Coordinate EVOKORE reverse-engineering work across Ghidra-style static analysis, semantic recovery, and debugger-guided triage. | open |
| semantic-recovery-campaign | Recover subsystem meaning through disciplined decompilation, xref analysis, renaming, typing, and evidence tracking. | open |
| setup-pre-commit | Use when bootstrapping or extending the pre-commit hook chain (Husky + lint-staged + Prettier + typecheck + integration tests) for an EVOKORE-style TypeScript repo. | open |
| skill-creator | Guide for creating effective skills. Use when creating or updating a skill that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations. | open |
| unknown-binary-onboarding | Establish the first analysis charter for an unfamiliar binary, library, firmware image, or package. | open |
| webapp-testing | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing screenshots, and viewing browser logs. | open |
| xlsx | Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. | open |
EVOKORE EXTENSIONS
| Skill | Description | Wiki |
|---|---|---|
| agentic-jujutsu | Use when multiple agents need to write to the same repo concurrently without file-lock stalls — applies claim-before-write, parallel branch fan-out, and semantic 3-way merge. | open |
| anti-slop | Use when reviewing your own tool-call sequence (or another agent's) for wasteful patterns — re-reading a file you just edited, repeated reads, bash echo for plain communication. | open |
| browser | Use when automating browser interactions, web scraping, or E2E UI testing using AI-optimized abbreviated selectors and isolated multi-session contexts. | open |
| github-release-management | Use when cutting a GitHub release that needs progressive canary rollout (5%→25%→50%→100%) with automated health gates and auto-rollback on error-rate or latency regressions. | open |
| hooks-automation | Use when implementing or debugging Claude Code hooks using the 3-phase memory sync pattern (STATUS→PROGRESS→COMPLETE) with JSON flow-control responses. | open |
| master-workflow-555 | Use when orchestrating a non-trivial coding task end-to-end and you want disciplined phase/panel/gate structure. Drives the 5/5/5 master workflow (5 phases, 5 panels, 5 gates). | open |
| sparc-methodology | Use when structuring complex development work using the 5-phase SPARC methodology (Specification, Pseudocode, Architecture, Refinement, Completion). | open |
| v3-mcp-optimization | Use when ProxyManager throughput or cold-start latency is a bottleneck — catalogs six optimization patterns (O(1) lookup, 3-tier cache, batch compression, pool reuse, lazy deserialization, parallel boot). | open |
| verification-quality | Use when verifying work quality using truth scoring (0.0–1.0) with environment-tiered thresholds and machine-readable JSON CI gate output. | open |
GENERAL CODING WORKFLOWS
| Skill | Description | Wiki |
|---|---|---|
| arch-aep-runner | Manage the ARCH-AEP workflow review cycle. | open |
| docs-architect | Execute a Gold Standard documentation overhaul or normalize cross-links across the existing docs suite. | open |
| implementation-session | Start an implementation cycle: review priorities, check stale branches, orchestrate agents for coding tasks, and wrap up the session. | open |
| phase-spec-optimizer | Analyzes a batch of completed phase specs against their actual session outcomes and produces an updated phase spec template with structural improvements. | open |
| planning-with-files | Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use for tasks requiring >5 tool calls. | open |
| pr-manager | Review, test, lint, and prepare smart merges for all open and closed PRs, verifying features and documenting technical debt. | open |
| repo-ingestor | Ingest external repositories, research papers, and benchmarks using 40-agent swarms to analyze, adapt features, and improve current workflows. | open |
| security-review | Comprehensive security review checklist covering input validation, authentication, secrets management, and vulnerability patterns. | open |
| session-wrap | Wrap up the current coding session by creating PRs, updating the session log, preparing the next session md, and updating CLAUDE.md with learnings. | open |
HIVE FRAMEWORK
| Skill | Description | Wiki |
|---|---|---|
| hive | Complete workflow for building, implementing, and testing goal-driven agents. Orchestrates hive-* skills. | open |
| hive-concepts | Core concepts for goal-driven agents — architecture, node types (event_loop, function), tool discovery, and workflow overview. | open |
| hive-create | Step-by-step guide for building goal-driven agents. Qualifies use cases first, then creates package structure, defines goals, adds nodes, connects edges, and finalizes the agent class. | open |
| hive-credentials | Set up and install credentials for an agent. Detects missing credentials from agent config, collects them from the user, and stores them securely. | open |
| hive-debugger | Interactive debugging companion for Hive agents — identifies runtime issues and proposes solutions. | open |
| hive-patterns | Best practices, patterns, and examples for building goal-driven agents. Includes client-facing interaction, feedback edges, judge patterns, fan-out/fan-in, and anti-patterns. | open |
| hive-test | Iterative agent testing with session recovery. Execute, analyze, fix, resume from checkpoints. | open |
| triage-issue-skill | Specialized skill for triage issue skill workflows. | open |
ORCHESTRATION FRAMEWORK
| Skill | Description | Wiki |
|---|---|---|
| aep-framework | Agile Engineering Process (Align-Execute-Prove) methodology with phase planning, test matrices, and evaluation harnesses. | open |
| agent-archetypes | Reference agent definitions with capability taxonomy for multi-agent orchestration. | open |
| agent-spawn | Use when you need to spawn a specialist sub-agent to handle a specific task domain without polluting the main session context. | open |
| coding-reference | Quick-reference coding standards and backend patterns for consistent development. | open |
| context-budget | Use when you need to check the current session's context usage and get recommendations for compaction or continuation. | open |
| cross-project-process-miner | Aggregates session data from every project slug in ~/.claude/projects/ and surfaces systemic process patterns that appear in 3+ different projects. | open |
| fleet-status | Use when you need to check the status of all running agents, workers, and claims in the current fleet. | open |
| handoff | Use when ending a session and preparing for the next session — creates checkpoint, updates the operator's session-handoff document, and ensures all PRs are tracked. | open |
| handoff-protocol | Structured handoff protocol for multi-session agent orchestration with evidence capture. | open |
| improvement-cycles | Structured improvement cycles with metrics review and retrospective templates. | open |
| narrative-quality-scorer | Scores a phase spec, session prompt, or CLAUDE.md narrative against session efficiency patterns and returns a quality score with specific diff-style improvement suggestions. | open |
| orch-build-fix | Diagnose and fix build or test failures with minimal targeted changes. | open |
| orch-docs | Synchronize documentation with code changes. | open |
| orch-e2e | Generate and run end-to-end tests for critical flows. | open |
| orch-handoff | Generate a session wrap summary documenting state, decisions, and recommended next steps. | open |
| orch-panel | Invoke a Panel of Experts review on any artifact — code, architecture, plans, repos, or documentation. | open |
| orch-plan | Create an approval-gated implementation plan with phased tasks and acceptance criteria. | open |
| orch-refactor | Dead code cleanup and refactoring without behavior changes. | open |
| orch-research | Research top repos for a user-supplied topic with expert panel evaluation and presentation packaging. | open |
| orch-review | Trigger code review workflow with risk detection and reviewer routing. | open |
| orch-status | Review current operational state and surface blockers, constraints, or pending actions. | open |
| orch-tasks | List open tasks with priorities, status, and acceptance criteria. | open |
| orch-tdd | Use when implementing a feature via TDD — write a failing test first, get to green with the smallest correct change, then refactor. Enforces vertical slice shape and red-commit-hash evidence. | open |
| orch-verify | Capture verification evidence for the current task by running tests and logging results. | open |
| orchestration-commands | Registry and index of all orchestration command skills. | open |
| orchestration-framework | Core orchestration framework for model-agnostic multi-agent workflows with handoff protocol, policy governance, and configuration schemas. | open |
| orchestration-schemas | JSON schemas for agent definitions, workflow configurations, and orchestrator settings. | open |
| panel-of-experts | Multi-persona expert panel framework for critical analysis, refinement, and creative insight. | open |
| pattern-learn | Use when you want to run the ECC learning loop (eval-harness + pattern-extractor) over current session evidence to extract behavioral patterns and update MEMORY.md. | open |
| policy-pack-v1 | Model-agnostic policy pack defining agent behavior, evidence requirements, and modular rules. | open |
| quality-gate | Use when you need to check if current work meets quality thresholds before proceeding to the next phase or merging. | open |
| scope-lock | Use when you want to lock the session to a specific scope description, injecting it into purpose-gate context and optionally blocking out-of-scope tool calls. | open |
| session-checkpoint | Use when you want to save a timestamped snapshot of current session state (tasks, evidence, purpose) for crash recovery or handoff. | open |
| session-retrospective-miner | Automatically mines Claude session JSONL and EVOKORE session data to compute efficiency metrics and produce a structured retrospective report. | open |
| sparc-pipeline | Use when running the full 5-phase SPARC methodology (Specification→Pseudocode→Architecture→Refinement→Completion) for a complex feature. Each phase has explicit done-criteria gates. | open |
| sparc-spec | Use when running SPARC Phase 1 (Specification) for a feature — produces phase_1_<slug>.md with Functional Requirements, Non-Functional Requirements, and Gherkin acceptance scenarios. | open |
| tdd | Use when implementing a feature using test-driven development — write failing tests first, then implement to make them pass. | open |
| tool-governance | Tool governance framework with allowlists, progressive disclosure, and YAML-based tool definitions. | open |
| verify-quality | Use when you need to run quality verification with truth scoring (0.0-1.0) and environment-tiered thresholds. Produces machine-readable JSON gate output for CI integration. | open |
| workflow-run | Use when you need to execute a DAG-structured workflow template from SKILLS/ORCHESTRATION FRAMEWORK/workflow-templates/. | open |
| workflow-templates | DAG-based workflow templates for incident response, release gating, code review, and more. | open |
PLANNING
| Skill | Description | Wiki |
|---|---|---|
| to-issues | Use when decomposing an existing PRD at docs/prd/{slug}.md into independently-grabbable vertical-slice GitHub issues, with each slice tagged AFK (agent-ready) or HITL (needs-human) and routed through a panel-of-experts critique. | open |
| to-prd | Use when synthesizing a Product Requirements Document (PRD) from prior session evidence (replay logs, ADRs, evidence captures, prior PRDs) and routing it through a panel-of-experts review. | open |
PROJECT MANAGEMENT
| Skill | Description | Wiki |
|---|---|---|
| github-triage | Use when transitioning open GitHub issues through a 7-state label-based triage state machine (triage:new through triage:done) by reading issue bodies and evidence rather than waiting for maintainer triggers. | open |
QA
| Skill | Description | Wiki |
|---|---|---|
| triage-bug | Use when triaging a bug from session evidence (evidence-capture JSONL, replay JSONL, telemetry, repo-audit) instead of from a live user description, and producing a TDD fix plan plus a docs/bugs/{slug}.md triage artifact. | open |
RESEARCH AND CONTENT
| Skill | Description | Wiki |
|---|---|---|
| competitive-ads-extractor | Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. | open |
| content-research-writer | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. | open |
| lead-research-assistant | Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. | open |
| meeting-insights-analyzer | Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. | open |
| twitter-algorithm-optimizer | Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. | open |
Stitch Skills
| Skill | Description | Wiki |
|---|---|---|
| design-md | Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files. | open |
| enhance-prompt | Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context. | open |
| react-components | Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation. | open |
| remotion | Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays. | open |
| shadcn-ui | Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices. | open |
| stitch-design | Unified entry point for Stitch design work. Handles prompt enhancement, design system synthesis (.stitch/DESIGN.md), and high-fidelity screen generation/editing. | open |
| stitch-loop | Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern. | open |
WSHOBSON PLUGINS
| Skill | Description | Wiki |
|---|---|---|
| airflow-dag-patterns | Build production Apache Airflow DAGs with best practices for task design, scheduling, and orchestration. | open |
| angular-migration | Migrate from AngularJS to Angular using hybrid mode, incremental upgrades, and componentization strategies. | open |
| anti-reversing-techniques | Understand anti-reversing, obfuscation, and protection techniques used by hardened binaries. | open |
| api-design-principles | Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs. | open |
| architecture-decision-records | Write and maintain Architecture Decision Records (ADRs) following Michael Nygard's template and lightweight ADR practice. | open |
| architecture-patterns | Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. | open |
| async-python-patterns | Master Python asyncio, concurrent programming, and async/await patterns for I/O-bound workloads. | open |
| attack-tree-construction | Build comprehensive attack trees to visualize threat paths. | open |
| auth-implementation-patterns | Master authentication and authorization patterns including JWT, OAuth2/OIDC, SAML, MFA, and session management. | open |
| backtesting-frameworks | Build robust backtesting systems for trading strategies with proper handling of historical data, transaction costs, and slippage. | open |
| bash-defensive-patterns | Master defensive Bash programming techniques for production-grade scripts. | open |
| bats-testing-patterns | Master Bash Automated Testing System (Bats) for comprehensive shell script testing. | open |
| bazel-build-optimization | Optimize Bazel builds for large-scale monorepos. | open |
| billing-automation | Build automated billing systems for recurring payments, invoicing, subscriptions, and revenue operations. | open |
| binary-analysis-patterns | Master binary analysis patterns including disassembly, decompilation, and structural recovery. | open |
| changelog-automation | Automate changelog generation from commits, PRs, and releases following Keep a Changelog and Conventional Commits. | open |
| code-review-excellence | Master effective code review practices to provide constructive feedback and catch issues before merge. | open |
| competitive-landscape | Analyze competitive landscape, market positioning, and differentiation strategies. | open |
| context-driven-development | Creates and maintains project context artifacts (product.md, structure.md, tech.md) for Conductor workflows. | open |
| cost-optimization | Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. | open |
| cqrs-implementation | Implement Command Query Responsibility Segregation for scalable architectures with separate read and write models. | open |
| data-quality-frameworks | Implement data quality validation with Great Expectations, dbt tests, and pipeline-level checks. | open |
| data-storytelling | Transform data into compelling narratives using visualization, context, and persuasive structure. | open |
| database-migration | Execute database migrations across ORMs and platforms with zero-downtime strategies. | open |
| dbt-transformation-patterns | Master dbt (data build tool) for analytics engineering with model design, testing, documentation, and incremental strategies. | open |
| debugging-strategies | Master systematic debugging techniques, profiling tools, and root cause analysis. | open |
| defi-protocol-templates | Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. | open |
| dependency-upgrade | Manage major dependency version upgrades with compatibility checks, codemods, and incremental rollouts. | open |
| deployment-pipeline-design | Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. | open |
| design-system-patterns | Build scalable design systems with design tokens, theming, and component composition. | open |
| distributed-tracing | Implement distributed tracing with Jaeger and Tempo to track requests across microservices. | open |
| dotnet-backend-patterns | Master C#/.NET backend development patterns for building robust, production-ready services. | open |
| e2e-testing-patterns | Master end-to-end testing with Playwright and Cypress to build comprehensive test suites. | open |
| embedding-strategies | Select and optimize embedding models for semantic search and RAG applications. | open |
| employment-contract-templates | Create employment contracts, offer letters, and HR policy documents tailored by jurisdiction. | open |
| error-handling-patterns | Master error handling patterns across languages including exceptions, Result/Either types, and panic recovery. | open |
| event-store-design | Design and implement event stores for event-sourced systems. | open |
| fastapi-templates | Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. | open |
| gdpr-data-handling | Implement GDPR-compliant data handling with consent management, right-to-erasure, and data subject access requests. | open |
| git-advanced-workflows | Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and history rewriting. | open |
| github-actions-templates | Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. | open |
| gitlab-ci-patterns | Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners. | open |
| gitops-workflow | Implement GitOps workflows with ArgoCD and Flux for automated, declarative deployments. | open |
| go-concurrency-patterns | Master Go concurrency with goroutines, channels, sync primitives, and context cancellation. | open |
| godot-gdscript-patterns | Master Godot 4 GDScript patterns including signals, scenes, state machines, and game architecture. | open |
| grafana-dashboards | Create and manage production Grafana dashboards for real-time observability. | open |
| helm-chart-scaffolding | Design, organize, and manage Helm charts for templating and deploying Kubernetes applications. | open |
| hybrid-cloud-networking | Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms. | open |
| hybrid-search-implementation | Combine vector and keyword search for improved retrieval. | open |
| incident-runbook-templates | Create structured incident response runbooks with step-by-step procedures and escalation paths. | open |
| interaction-design | Design and implement microinteractions, motion design, transitions, and gestural interfaces. | open |
| istio-traffic-management | Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. | open |
| javascript-testing-patterns | Implement comprehensive testing strategies using Jest, Vitest, and Testing Library. | open |
| k8s-manifest-generator | Create production-ready Kubernetes manifests for Deployments, Services, Ingress, and supporting resources. | open |
| k8s-security-policies | Implement Kubernetes security policies including NetworkPolicy, PodSecurityStandards, and RBAC. | open |
| kpi-dashboard-design | Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. | open |
| langchain-architecture | Design LLM applications using LangChain 1.x and LangGraph for complex agent workflows. | open |
| linkerd-patterns | Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. | open |
| llm-evaluation | Implement comprehensive evaluation strategies for LLM applications including offline evals and production monitoring. | open |
| market-sizing-analysis | Calculate TAM, SAM, and SOM with rigorous methodologies. | open |
| memory-forensics | Master memory forensics techniques including memory acquisition, volatility analysis, and artifact recovery. | open |
| memory-safety-patterns | Implement memory-safe programming with RAII, ownership, smart pointers, and lifetime management. | open |
| microservices-patterns | Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. | open |
| ml-pipeline-workflow | Build end-to-end MLOps pipelines from data preparation through model deployment and monitoring. | open |
| mobile-android-design | Master Material Design 3 and Jetpack Compose patterns for building modern Android UIs. | open |
| mobile-ios-design | Master iOS Human Interface Guidelines and SwiftUI patterns for native iOS interfaces. | open |
| modern-javascript-patterns | Master ES6+ features including async/await, destructuring, spread/rest, and module patterns. | open |
| monorepo-management | Master monorepo management with Turborepo, Nx, and pnpm workspaces. | open |
| mtls-configuration | Configure mutual TLS (mTLS) for zero-trust service-to-service communication. | open |
| multi-cloud-architecture | Design multi-cloud architectures using a decision framework to choose AWS, Azure, GCP, or hybrid deployments. | open |
| multi-reviewer-patterns | Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. | open |
| nextjs-app-router-patterns | Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and route handlers. | open |
| nft-standards | Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. | open |
| nodejs-backend-patterns | Build production-ready Node.js backend services with Express, Fastify, NestJS, and modern async patterns. | open |
| nx-workspace-patterns | Configure and optimize Nx monorepo workspaces. | open |
| on-call-handoff-patterns | Master on-call shift handoffs with context transfer, escalation procedures, and runbook references. | open |
| openapi-spec-generation | Generate and maintain OpenAPI 3.1 specifications from code, decorators, or annotations. | open |
| parallel-debugging | Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. | open |
| parallel-feature-development | Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns. | open |
| paypal-integration | Integrate PayPal payment processing with support for express checkout, subscriptions, and webhooks. | open |
| pci-compliance | Implement PCI DSS compliance requirements for secure handling of cardholder data. | open |
| postgresql-table-design | Design a PostgreSQL-specific schema. Covers best-practices, data modeling, indexes, and query patterns. | open |
| postmortem-writing | Write effective blameless postmortems with root cause analysis, timeline reconstruction, and action items. | open |
| projection-patterns | Build read models and projections from event streams. | open |
| prometheus-configuration | Set up Prometheus for comprehensive metric collection, storage, and alerting. | open |
| prompt-engineering-patterns | Master advanced prompt engineering techniques to maximize LLM output quality and consistency. | open |
| protocol-reverse-engineering | Master network protocol reverse engineering including packet capture, format inference, and replay. | open |
| python-anti-patterns | Common Python anti-patterns to avoid. Use as a checklist when reviewing or refactoring Python code. | open |
| python-background-jobs | Python background job patterns including task queues, workers, and scheduled jobs with Celery, RQ, and Dramatiq. | open |
| python-code-style | Python code style, linting, formatting, naming conventions, and tooling (Ruff, Black, isort). | open |
| python-configuration | Python configuration management via environment variables and typed settings (Pydantic Settings, dynaconf). | open |
| python-design-patterns | Python design patterns including KISS, Separation of Concerns, and Pythonic idioms. | open |
| python-error-handling | Python error handling patterns including input validation, custom exceptions, and error boundaries. | open |
| python-observability | Python observability patterns including structured logging, metrics, and distributed tracing. | open |
| python-packaging | Create distributable Python packages with proper project structure, metadata, and publish workflows. | open |
| python-performance-optimization | Profile and optimize Python code using cProfile, memory profilers, and concurrency strategies. | open |
| python-project-structure | Python project organization, module architecture, and public API design. | open |
| python-resilience | Python resilience patterns including automatic retries, exponential backoff, and circuit breakers. | open |
| python-resource-management | Python resource management with context managers, cleanup patterns, and with statements. | open |
| python-testing-patterns | Implement comprehensive testing strategies with pytest, fixtures, parametrization, and mocking. | open |
| python-type-safety | Python type safety with type hints, generics, protocols, and strict mypy configuration. | open |
| rag-implementation | Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector stores and rerankers. | open |
| react-modernization | Upgrade React applications to latest versions, migrate from class components, and adopt modern hooks. | open |
| react-native-architecture | Build production React Native apps with Expo, navigation, native modules, and offline-first patterns. | open |
| react-native-design | Master React Native styling, navigation, and Reanimated animations for polished mobile UI. | open |
| react-state-management | Master modern React state management with Redux Toolkit, Zustand, TanStack Query, and Context. | open |
| responsive-design | Implement modern responsive layouts using container queries, fluid type scales, and grid/flex composition. | open |
| risk-metrics-calculation | Calculate portfolio risk metrics including VaR, CVaR, Sharpe ratio, and drawdown statistics. | open |
| rust-async-patterns | Master Rust async programming with Tokio, async traits, error handling, and structured concurrency. | open |
| saga-orchestration | Implement saga patterns for distributed transactions and cross-aggregate workflows. | open |
| sast-configuration | Configure Static Application Security Testing (SAST) tools for repeatable security scanning. | open |
| screen-reader-testing | Test web applications with screen readers including VoiceOver, NVDA, and JAWS. | open |
| secrets-management | Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. | open |
| security-requirement-extraction | Derive security requirements from threat models and business needs. | open |
| service-mesh-observability | Implement comprehensive observability for service meshes including metrics, traces, and logs. | open |
| shellcheck-configuration | Master ShellCheck static analysis configuration and usage for shell scripts. | open |
| similarity-search-patterns | Implement efficient similarity search with vector databases. | open |
| slo-implementation | Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets. | open |
| solidity-security | Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. | open |
| spark-optimization | Optimize Apache Spark jobs with partitioning, caching, shuffle minimization, and adaptive query execution. | open |
| sql-optimization-patterns | Master SQL query optimization, indexing strategies, and EXPLAIN plan analysis. | open |
| startup-financial-modeling | Create financial models including projections, scenario analysis, and unit economics. | open |
| startup-metrics-framework | Track and analyze startup metrics including MRR, CAC, LTV, churn, and engagement. | open |
| stride-analysis-patterns | Apply STRIDE methodology to systematically identify threats. | open |
| stripe-integration | Implement Stripe payment processing for robust, PCI-compliant payments. | open |
| tailwind-design-system | Build scalable design systems with Tailwind CSS v4, design tokens, and component composition. | open |
| task-coordination-strategies | Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. | open |
| team-communication-protocols | Structured messaging protocols for agent team communication including message type selection, plan approval, and shutdown procedures. | open |
| team-composition-analysis | Plan team composition and skill mix for a given product or growth stage. | open |
| team-composition-patterns | Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. | open |
| temporal-python-testing | Test Temporal workflows with pytest, time-skipping, and mocking strategies. | open |
| terraform-module-library | Build reusable Terraform modules for AWS, Azure, and GCP with proper variable, output, and version pinning conventions. | open |
| threat-mitigation-mapping | Map identified threats to appropriate security controls and mitigations. | open |
| track-management | Create, manage, and work with Conductor tracks for parallel workstreams. | open |
| turborepo-caching | Configure Turborepo for efficient monorepo builds with local and remote caching. | open |
| typescript-advanced-types | Master TypeScript's advanced type system including generics, conditional types, mapped types, and template literal types. | open |
| unity-ecs-patterns | Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst compiler patterns. | open |
| uv-package-manager | Master the uv package manager for fast Python dependency management. | open |
| vector-index-tuning | Optimize vector index performance for latency, recall, and memory across HNSW, IVF, and DiskANN. | open |
| visual-design-foundations | Apply typography, color theory, spacing systems, and iconography to build cohesive visual hierarchies. | open |
| wcag-audit-patterns | Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. | open |
| web-component-design | Master React, Vue, and Svelte component patterns including composition, state, and styling strategies. | open |
| web3-testing | Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. | open |
| workflow-orchestration-patterns | Design durable workflows with Temporal for distributed systems. | open |
| workflow-patterns | Implementing tasks according to Conductor's TDD workflow patterns. | open |
WSHOBSON PLUGINS — UI design subcategory
Already included in the alphabetical list above: accessibility-compliance (UI/WCAG flavor), design-system-patterns, interaction-design, mobile-android-design, mobile-ios-design, react-native-design, responsive-design, visual-design-foundations, web-component-design.
WSHOBSON PLUGINS — also indexed
accessibility-compliance (under ui-design/) and the agent-teams set (multi-reviewer-patterns, parallel-debugging, parallel-feature-development, task-coordination-strategies, team-communication-protocols, team-composition-patterns) are rolled into the alphabetical list. The wiki regenerator emits canonical slugs per file path.
Notes
- The wiki regenerator is the source of truth for skill slugs and per-page links. If a row's wiki link 404s, run
npm run wiki:buildto regeneratedocs/wiki/skills/**. - The HIVE FRAMEWORK row
triage-issue-skillmatches the frontmattername; the directory istriage-issue/. The wiki link follows the frontmatter slug. - Descriptions here are first-line snapshots from each
description:field. The wiki pages render the full multi-line description plus body, examples, and composition data.
See also
- Skills Overview — narrative grouping with code / non-code tags
- Training and Use Cases — category-level navigation index
- Panel of Experts — multi-persona review framework
- Architecture: AEP System — engineering cycle behind the orchestration workflows
Last verified: 2026-05-20