Container Optimize
Docker/container optimization for size, layers, caching, and security
Api Examples
Generate API usage examples and tutorials from code analysis
Contributing
Contribution readiness assessment analyzing project guidelines and requirements
Context Save
Save current work-in-progress context as a git WIP commit — captures all staged and unstaged changes with a timestamped stash message so you can switch contexts safely and restore later. Inspired by gstack's context-save skill.
Api Validate
API contract validation and breaking change detection
Api Mock
Generate API mocks and stub servers from OpenAPI specs or code analysis
Ci Sweep
React to CI failures on main or active branches — diagnose the failure type, propose a minimal fix for regressions, re-run flakes, and escalate infrastructure failures. Designed to run with /loop 15m.
Briefing
Generate a daily development briefing — recent git activity, open TODOs, pending PRs, failing tests, and session context — so you can start work immediately without manually checking multiple sources.
Ai System Review
Review LLM application code for context assembly quality, retrieval integration, prompt construction, output validation, cost controls, and failure handling
Caveman
Activate ultra-compressed communication mode that drops ~75% token usage by eliminating articles, filler, pleasantries, and hedging while preserving technical accuracy. Use when user says "caveman mode", "be brief", "less tokens", or invokes /caveman.
Database Connect
Database MCP server integration for PostgreSQL, MySQL, MongoDB
Ci Setup
Configure CI/CD pipelines for GitHub Actions, GitLab CI, CircleCI with best practices
Api Test Generate
Auto-generate comprehensive API tests for REST and GraphQL endpoints with request/response validation
Brainstorm
Interactive design refinement with structured exploration
Context Engineering
Audit and curate the 5-layer agent context hierarchy to prevent quality degradation mid-session — rules files, specs, source files, error output, and conversation history.
Canary
Monitor a deployment for errors and regressions after shipping — polls logs, error rates, and key endpoints in a configurable loop until the deployment is confirmed healthy or a problem is detected.
Debug Root Cause
Root cause analysis with dependency tracing and call stack analysis
Conflict Resolve
Guided conflict resolution with semantic analysis and validation
Code Review Checklist
Generate context-aware code review checklists for changes
Agent Evaluate
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
Changelog Auto
Auto-generate changelogs from commit history
Context Restore
Restore work-in-progress context saved by /context-save — finds the most recent WIP commit on the current branch and unpacks it back to the working tree so you can resume exactly where you left off. Inspired by gstack's context-restore skill.
Architecture Diagram
Generate architecture diagrams in Mermaid, PlantUML, or diagrams.net formats
Ddd Model
Apply Domain-Driven Design — identify bounded contexts, model aggregates and value objects, map context relationships, and generate implementation scaffolding
Cost Track
Report token spend per session and cumulative totals from session logs
Skill Validator
Internal skill that validates a new or modified AI DevStudio skill against project standards. Checks YAML frontmatter, token optimization section, line limit, and naming conventions. Used by the code-reviewer agent during PR review.
Debug Session
Document debugging sessions with hypothesis tracking and knowledge base
Project Health
Internal health check skill for AI DevStudio project. Checks skill count consistency across docs, detects stale sessions, and identifies cache files to clean. Not user-facing.
Context Budget
Report estimated context window utilization and flag when approaching the compaction threshold
Chaos Test
Analyze codebase for resilience gaps — missing retry logic, absent timeouts, circuit-breaker opportunities, single points of failure, and degradation-mode blind spots
Browser Testing With Devtools
Use Chrome DevTools MCP for live DOM inspection, console error capture, network request analysis, and paint profiling — runtime verification beyond what Playwright scripting covers.
Boilerplate
Generate framework-specific boilerplate code
Cache Strategy
Implement caching strategies for HTTP, service workers, and memoization
Component Library
Scaffold component library structure with Storybook and documentation
Bundle Analyze
Bundle size analysis and optimization for Webpack, Vite, and esbuild
Careful
Intercept destructive commands before execution — rm -rf, DROP TABLE, force-push, git reset --hard, and similar irreversible operations. Prompts for confirmation and suggests safer alternatives. Inspired by gstack's careful skill.
Cross Modal Review
Run a second-model quality gate on staged changes, a skill draft, or any generated output. A cheaper, independent model reviews the primary output for correctness, safety, and completeness before the user sees the final result.
Debug Systematic
Systematic debugging workflow with hypothesis testing
Branch Finish
Complete branch workflow with squash, rebase, and cleanup
Ai Governance
Audit an AI/ML system for governance controls — bias risk, explainability, model risk management, data lineage, fairness metrics, and regulatory alignment (EU AI Act, NIST AI RMF)
Continuous Learning
Extract repeated patterns from archived sessions and offer to convert them into reusable skills
Assumption Map
Map and prioritize the riskiest assumptions behind a feature, product decision, or technical design — surface what would kill it if wrong, then propose the cheapest test for each
Cleanproject
Remove debug artifacts and temporary files safely with git checkpoint protection
Api Docs Generate
Generate OpenAPI/Swagger documentation from code analysis
Accessibility
Accessibility (a11y) compliance checking with WCAG 2.1 validation
Complexity Reduce
Reduce cyclomatic complexity with targeted refactoring strategies
Commit
Analyze changes and create meaningful conventional commits with pre-commit quality checks
Db Diagram
Generate database ER diagrams from schema for documentation
Config Generate
Generate configuration files for development tools
Create Todos
Add contextual TODO comments for future development work