Reference
All skills conform to the Gold Standard SKILL.md v1.0 specification. Every skill includes: Blocking Violations table, Verification with quality gates, Performance & Cost model, structured Examples, Anti-Patterns tables, and full References/Changelog.
Skills
Core Workflow (9)
| Skill |
Description |
brainstorming |
Structured exploration before committing |
writing-plans |
Detailed step-by-step implementation plans |
executing-plans |
Disciplined execution with dependency graph resolution |
test-driven-development |
Red-Green-Refactor cycle |
debugging |
Rapid Fix + Systematic root cause analysis |
requesting-code-review |
Structured review requests with severity tags |
receiving-code-review |
Handle feedback systematically |
finishing-a-development-branch |
Clean merge, branch cleanup, release notes |
using-git-worktrees |
Parallel development on multiple branches |
Domain Expert (30)
Architecture
| Skill |
Description |
tech-lead |
Architecture, planning, tech debt assessment |
frontend-architect |
Component design, state management, performance |
backend-architect |
API design, service boundaries, data flow |
infra-architect |
Infrastructure design, scalability, DR |
Development
| Skill |
Description |
code-polisher |
Refactoring, dead code removal, consistency |
migration-upgrader |
Dependency upgrades, breaking change management |
mobile-architect |
Platform-specific design, offline, performance |
legacy-archaeologist |
Understand and safely modify legacy code |
python-patterns |
Typing, async, packaging, testing idioms |
Testing
| Skill |
Description |
test-genius |
Unit test design, edge cases, testability |
e2e-test-specialist |
Playwright/Cypress, user journeys, flakiness |
eval-harness |
AI feature evaluation with Pass@K metrics |
DevOps
| Skill |
Description |
ci-config-helper |
Pipeline configuration, caching, matrix builds |
docker-expert |
Multi-stage builds, security, compose patterns |
k8s-orchestrator |
Deployments, services, ingress, autoscaling |
observability-specialist |
Metrics, traces, logs, alerting, dashboards |
Data & AI
| Skill |
Description |
data-engineer |
Schema design, ETL patterns, data quality |
data-analyst |
Statistical validation, visualization, A/B testing |
ml-engineer |
MLOps pipeline, model evaluation, bias detection |
search-vector-architect |
Embedding models, hybrid search, RAG |
database-migrations |
Expand-Migrate-Contract, zero-downtime, rollback |
regex-vs-llm-structured-text |
Choosing between regex and LLM for extraction |
Security & Performance
| Skill |
Description |
security-reviewer |
OWASP Top 10, injection, secret detection |
performance-profiler |
CPU, memory, network profiling and optimization |
Documentation & UX
| Skill |
Description |
doc-writer |
API docs, READMEs, architecture documentation |
ux-designer |
Accessibility, responsive design, design systems |
Product & Meta
| Skill |
Description |
product-manager |
Feature planning, stakeholder communication |
workflow-orchestrator |
Step functions, retry, compensation logic |
skill-generator |
Create new SKILL.md files with proper structure |
multi-plan |
Multi-model collaborative planning synthesis |
multi-execute |
Parallel prototyping + refactoring + audit |
| Skill |
Description |
continuous-learning-v2 |
Instinct extraction and evolution from sessions |
search-first |
Research-before-coding discipline |
autonomous-loops |
Multi-step AI pipeline patterns |
skill-stocktake |
Quality audit and library maintenance |
cost-aware-llm-pipeline |
Model routing and token budget tracking |
verification-loop |
Tiered verification (Surface / Standard / Deep) |
iterative-retrieval |
Progressive context refinement for subagents |
content-hash-cache-pattern |
SHA-256 caching for file processing |
plankton-code-quality |
Write-time formatting and linting enforcement |
autoresearch-loop |
Karpathy-style self-improvement eval loop |
Token Optimization (2)
| Skill |
Description |
rtk |
CLI proxy for 60-90% token savings |
context-optimizer |
Context offloading and session continuity |
Agent Personas
| Category |
Persona |
Purpose |
| Development |
tech-lead |
Architecture, planning, tech debt assessment |
|
planner |
Z-Pattern decomposition, dependency mapping |
|
architect |
System design, ADRs, trade-off analysis |
| Quality & Testing |
code-reviewer |
Code quality, severity-tagged feedback |
|
qa-engineer |
Test strategy, coverage gates, flakiness prevention |
|
accessibility-auditor |
WCAG A/AA/AAA, screen reader, contrast, ARIA |
|
adversarial-tester |
Chaos experiments, fuzz testing, race conditions |
| Security & Compliance |
security-reviewer |
OWASP Top 10, secret detection, CVE audit |
|
data-privacy-officer |
GDPR/CCPA/SOC2, PII discovery, consent, retention |
| Operations & Releases |
incident-commander |
SEV1-4 classification, mitigation, postmortem |
|
release-manager |
Semver, changelog, rollout strategy, monitoring |
Workflow Chains
Feature Development
search-first → tech-lead → brainstorming → writing-plans →
test-driven-development → executing-plans → verification-loop →
requesting-code-review → finishing-a-development-branch →
continuous-learning-v2
Bug Fix
debugging → test-driven-development →
verification-loop → finishing-a-development-branch →
continuous-learning-v2
Incident Response
incident-commander → [Mitigation] → debugging →
test-driven-development → verification-loop →
finishing-a-development-branch
Release
release-manager → verification-loop →
finishing-a-development-branch → observability-specialist →
continuous-learning-v2
High-Complexity
search-first → architect → multi-plan → [Approval] →
multi-execute → verification-loop → security-reviewer →
finishing-a-development-branch
Accessibility Audit
accessibility-auditor → [Fixes] → verification-loop →
requesting-code-review → finishing-a-development-branch
Adversarial Test
adversarial-tester → [Chaos/Fuzz] → debugging →
executing-plans → verification-loop →
finishing-a-development-branch
Commands
| Command |
Skill |
Purpose |
/mega-mind |
mega-mind |
Orchestrator entry point |
/brainstorm |
brainstorming |
Explore approaches |
/plan |
writing-plans |
Create implementation plan |
/execute |
executing-plans |
Execute plan with tracking |
/debug |
debugging |
Debug systematically |
/review |
requesting-code-review |
Request code review |
/ship |
finishing-a-development-branch |
Deploy to production |
/tdd |
test-driven-development |
Test-first development |
/verify |
verification-loop |
Verify before marking done |
/mega-mind route <request> |
mega-mind |
Analyze and route |
/mega-mind status |
mega-mind |
Show session state |