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Combine CLEAR (Concise, Logical, Explicit, Adaptive, Reflective) and CoVe (Chain of Verification) to write and lint agent task files that will be executed by worker agents. Use when orchestration or p…
Start a complete plugin refactoring workflow that analyzes plugin structure, creates a refactoring plan with tasks, and guides through execution. Use when you need to refactor an entire plugin — trigg…
Uniformly scrape social media content (Twitter/X, Xiaohongshu, Douyin). Utilize Playwright + persistent browser context to support saving login status, enabling repeated scraping after a single login.
Research and library synthesis from the docs/PDF corpus, mapped to joelclaw system philosophy and concrete operational actions (especially k8s reliability). Trigger on: 'research this', 'from the libr…
Top Conference Paper Search Recommendation - Search for papers from top conferences such as CVPR/ICCV/ECCV/ICLR/AAAI/NeurIPS/ICML
Manage Trello boards, lists, and cards. Use this skill when the user wants to view, create, or update their Trello tasks, boards, or project status.
When the user wants to optimize pick wave planning, schedule warehouse operations, or improve order fulfillment efficiency. Also use when the user mentions "wave management," "batch picking," "pick wa…
The skill of creating an architecture design document based on the PRD and functional design document. When docs/prd.md and docs/functional-design.md exist, it will create an architecture design docum…
Identify required inputs, dependencies, and uncertainty during planning. Use when generating plans or task graphs under incomplete information. Does not block plan generation; instead localizes gaps a…
Write or rewrite frontmatter description fields for Claude Code skills and agents. Use when creating new skills/agents, description exceeds 1024 characters, description uses forbidden YAML multiline i…
Design and build agent-first CLIs with HATEOAS JSON responses, context-protecting output, and self-documenting command trees. Use when creating new CLI tools, adding commands to existing CLIs (joelcla…
WordPress CLI operations for database management, plugins, themes, users, content, and site configuration. Use for migrations, bulk updates, user audits, content imports, or any wp-cli commands.
Check the status of Lando landing jobs using Mozilla's Lando API. Use after submitting try pushes with mach try to verify if your commit has landed. Triggers on "lando status", "landing job", "check l…
Fetch and display BBC News stories from various sections and regions via RSS feeds. Use when the user asks for BBC news, UK news headlines, world news from BBC, or news from specific BBC sections (tec…
Search for academic literature, empirical evidence, and scholarly research using the Dimensions database. Use when seeking research papers to support product decisions, find empirical studies, conduct…
For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations
Hook system fundamentals — all events, configuration structure, matchers per event type, environment variables, execution behavior, security, and debugging. Use when creating hooks, understanding hook…
Create, write, generate, edit, update, and format markdown documentation (README, CHANGELOG, research notes, plans, guides, tutorials). Handles frontmatter metadata, directory organization, and file n…
Operate the joelclaw event bus, gateway, observability, and agent loop infrastructure via the joelclaw CLI. Use for: sending events, checking runs, starting/monitoring/cancelling agent loops, debuggin…
Internal workflow for plan mode — checks MCP for existing work, note schemas, and gate requirements to set the definition floor before planning begins. Triggered automatically when entering plan mode …
Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles. Use for identifying cancer-specific vulnerabilit…
When the user wants to solve Split Delivery VRP (SDVRP), allow customers to be visited multiple times, or optimize routes where demand exceeds vehicle capacity. Also use when the user mentions "SDVRP,…
Guidelines for working with the Knock CLI to manage workflows, templates, and other notification resources in a Knock project.
OpenAPI documentation and REST API design patterns