superplane-issue-logger
When researching, classifying, drafting, or logging general SuperPlane issues (bug, enhancement, feature, papercut). Use for natural-language issue descriptions, tmp/pm_logger drafts, and optional GitHub MCP logging with labels.
ctf-osint
Provides open source intelligence techniques for CTF challenges. Use when gathering information from public sources, social media, geolocation, DNS records, username enumeration, reverse image search, Google dorking, Wayback Machine, Tor relays, FEC filings, or identifying unknown data like hashes and coordinates.
devtu-docs-quality
TOP PRIORITY skill — find and immediately fix or remove every piece of wrong, outdated, or redundant information in ToolUniverse docs. Wrong code, broken links, incorrect counts, and overlapping instructions must be fixed or removed — never left in place. Runs five phases: (D) static method scan, (C) live code execution, (A) automated validation, (B) ToolUniverse audit, (E) less-is-more simplification. Core philosophy: each concept appears exactly once; remove don't add; no emojis; single setup entry point. Use when reviewing docs, before releases, after API changes, or when asked to audit, fix, or simplify documentation.
tooluniverse-dataset-discovery
Find and evaluate research datasets for any scientific question. Teaches how to reason about data needs, search across public repositories, evaluate dataset fitness, and identify access requirements. Use whenever users ask to find data, search for datasets, identify cohort studies, or need data for analysis. Also use when users ask about a specific survey or cohort (NHANES, HRS, UK Biobank, TCGA, etc.), when they want to know what data exists for a research question, or when they need to compare available data sources. If the user mentions "where can I get data" or "is there a dataset for X", this is the right skill.
fixing-accessibility
Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewing WCAG compliance.
docs-manage
Manage the Grounded Docs MCP Server documentation index. Covers scraping and indexing documentation from URLs or local files, refreshing existing indexes with changed content, and removing libraries from the index. Use when you need to add, update, or delete indexed documentation.
documentation
Write and update the VitePress documentation website for stock indicators. Use when adding a new indicator page, updating an existing indicator page, or making structural changes to the docs site.
docs-update-check
Use after implementing features, changing configuration, modifying CLI commands, updating router behavior, altering architecture, or making any user-facing changes. Triggers a documentation review to check if docs-website/ needs updating. Use this skill whenever you finish writing code that changes how users interact with the platform — new flags, config options, API changes, new UI features, behavioral changes, deprecations, or new components. Even small changes like adding an environment variable or a new CLI flag need doc coverage.
skill-test
Testing framework for evaluating Databricks skills. Use when building test cases for skills, running skill evaluations, comparing skill versions, or creating ground truth datasets with the Generate-Review-Promote (GRP) pipeline. Triggers include "test skill", "evaluate skill", "skill regression", "ground truth", "GRP pipeline", "skill quality", and "skill metrics".
read-large-webpage-or-knowledge
This skill is used for segmented reading and organization when facing large-scale knowledge bases or web pages. It captures original content segment by segment, summarizes key points in real-time, and continuously deposits them into the knowledge base, ensuring orderly information ingestion, clear structure, and traceability.
memory-recall
Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge.
memory-recall
Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge.
dev-container-maintenance
Modify, audit, troubleshoot, and maintain the VS Code Dev Container setup for Open Mercato. MUST use this skill for ANY change to .devcontainer/ files — it contains the file map, update procedures, and mandatory documentation requirements. Use when: (1) adding or changing anything in the dev container (new system packages, new services, version bumps, Dockerfile edits, env var changes, port changes), (2) the dev container fails to build or start, (3) services inside the container misbehave (wrong versions, connection errors, missing env vars), (4) the regular project setup changed and the dev container needs to match, (5) a user reports "works locally but not in dev container", (6) periodic maintenance audit. Triggers on any mention of "dev container", "devcontainer", ".devcontainer", "container setup", "container Dockerfile", "add to container", "install in container", "update dev container", "container broken", "container not working".
troubleshooter
Diagnose and fix common issues in Open Mercato standalone apps. Use when encountering errors, unexpected behavior, modules not loading, widgets not appearing, migrations failing, build errors, or any "it doesn't work" situation. Triggers on "error", "not working", "broken", "fix", "debug", "why isn't", "can't", "fails", "crash", "missing", "404", "500", "module not found", "widget not showing".
fix-cherry-pick-pr
Repair cherry-pick pull requests in tikv/pd when automated cherry-picks leave committed conflict markers, drift from the source PR, or need parity verification against the original PR. Use when given a source PD PR and its cherry-pick PR, or a cherry-pick PR that references an original PR, and asked to compare diffs, resolve release-branch cherry-pick conflicts, run failpoint-aware verification, and push the fixed cherry-pick branch.
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends AIPex's capabilities with specialized knowledge, workflows, or tool integrations.
research-and-planning
Perform structured research and turn findings into an implementation plan.
agent-creator
Create and configure AiderDesk agent profiles by defining tool groups, approval rules, subagent settings, and provider/model selection. Use when setting up a new agent, creating a profile, or configuring agent tools and permissions.
golang-error-handling
Idiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors, panic/recover, the single handling rule, structured logging with slog, HTTP request logging middleware, and samber/oops for production errors. Built to make logs usable at scale with log aggregation 3rd-party tools. Apply when creating, wrapping, inspecting, or logging errors in Go code.
golang-stay-updated
Provides resources to stay updated with Golang news, communities and people to follow. Use when seeking Go learning resources, discovering new libraries, finding community channels, or keeping up with Go language changes and releases.