Automation Tools
Script and automate repetitive tasks and workflows.
knowledge-framework
Auto-applies MECE/BFO framework (thesis, Mermaid TD/LR, numbered sections, Ground Truth) to ANY .md file creation.
ai-code-generator
AI-powered code generation for boilerplate, tests, data, and scaffolding
archaeology-discussion
고고학 발굴조사보고서 고찰 자동 작성 파이프라인. "고찰 작성해줘" 한 번의 명령으로 완료된 보고서+논문+주변유적 보고서를 분석하여 문화재청 표준양식 고찰을 생성. 폴더1(주보고서), 폴더2(논문), 폴더3(비교유적)을 자동 분석. Use for automated archaeological excavation report discussion writing pipeline: analyzes main report + papers + comparison sites to generate discussion following Korean Cultural Heritage Administration standards. One command processes all folders.
gemini-to-seedream-migration
Migrate AI image generation from Google Gemini 2.5 Flash to BytePlus SeeDream v4.5. Use when: (1) User wants to switch from Gemini to SeeDream/BytePlus for image generation, (2) User asks about migrating image generation APIs or replacing Gemini with BytePlus, (3) User needs cost optimization or better image quality for AI-generated images, (4) User mentions SeeDream, BytePlus, or wants SDK-to-REST API migration for image generation
get-release-dates
Fetch OpenShift release dates and metadata from Sippy API
github-release
Create a GitHub release with auto-generated release notes from commits since the last tag. Uses conventional commits to categorize changes into Features, Bug Fixes, and maintenance sections.
goose-recipes
Create, validate, and work with Goose recipes - reusable AI agent configurations that package specific setups for tasks. Use when creating recipe.yaml/recipe.json files, configuring Goose extensions, parameters, retry logic, structured outputs, or debugging recipe validation errors.
provider-build-test
Regenerate Go code from resourceDefinition.json, build the terraform-provider-azurecaf binary, and run unit tests. Use after any change to resourceDefinition.json to verify the provider compiles and tests pass.
release-notes-generator
Generate release notes from CHANGELOG.md entries since the last release. Formats for GitHub Release publication. Triggers on: release preparation, tag creation.
brownfield-adoption
Step-by-step process for adopting Cavekit on an existing codebase. Covers the 6-step brownfield process, bootstrap prompt design, spec validation against existing behavior, and the decision between brownfield adoption vs deliberate rewrite. Trigger phrases: "brownfield", "existing codebase", "add Cavekit to existing project", "adopt Cavekit", "layer kits on code", "retrofit kits"
revision
The technique of tracing bugs and manual fixes back to kits and prompts, then fixing at the source so the iteration loop can reproduce the fix autonomously. Covers the 6-step revision process, commit classification, cavekit-level root cause analysis, and regression test generation. Trigger phrases: "revise", "revision", "trace bug to cavekit", "fix the cavekit not the code", "why did this bug happen", "update kits from bug"
sentry-commit-messages
Create commit messages following Sentry conventions with conventional commits and issue references. Use when committing code changes, writing commit messages, or formatting git history with Fixes/Refs patterns.
semgrep
Run Semgrep static analysis scans and create custom detection rules. Use when asked to scan code with Semgrep, find security vulnerabilities, write custom YAML rules, or detect specific bug patterns. IMPORTANT: Also use this skill when users ask to 'scan for bugs', 'check code quality', 'find vulnerabilities', 'static analysis', 'lint for security', 'audit this code', or want to enforce coding standards — even if they don't mention Semgrep by name. Semgrep is the right tool for pattern-based code scanning across 30+ languages.
apply-patch
Apply AI-generated code edits from a response file to the local codebase.
claude-skill
Use when user asks to leverage claude or claude code to do something (e.g. implement a feature design or review codes, etc). Provides non-interactive automation mode for hands-off task execution without approval prompts.
parallel-explore
Guides parallel exploration of multiple implementation approaches using git worktrees. Use when facing decisions with multiple valid paths. Triggers on: explore options, compare approaches, parallel exploration.
doc-review
Reviews and cleans up outdated documentation. Use periodically to maintain documentation health. Triggers on: review docs, clean up documentation, check for stale docs.
plugin-improve
Fix bugs, add features to completed plugins. Includes versioning, backups, regression testing, changelog automation. Auto-detects deep-research handoffs to preserve investigation context. Trigger terms - improve, fix, add feature, modify plugin, version bump, rollback
pull-request
Complete PR lifecycle management - create PRs with proper commits, monitor CI pipeline status, and merge with validation
