Skill rating

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative

Execute implementation plans by dispatching one subagent per task with structured review between each — fresh context, no pollution

When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mo

Manage lightweight Microsoft 365 task workflows with Microsoft To Do and Planner. Use when a user needs to quickly create, assign, track, and follow up operational tasks in M365 with clear owners, due

Perform comprehensive web research using local SearXNG. Iteratively searches, fetches content, and synthesizes a report with citations. Use for complex research questions requiring multiple sources.

Modify OpenClaw's Telegram pairing logic so unapproved users receive pairing codes on every /start message before approval. Use when users need to repeatedly access pairing codes after the initial req

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

CornerStone MCP x402 skill for agents. Tools for stock predictions, backtests, bank linking, and agent/borrower scores. Payment-protected MCP tools with x402 flow (Aptos + Base). Skill handles 402 → p

Helps identify when marketplace economic incentives systematically favor quantity over quality — creating structural pressure toward publishing unsafe skills that individual technical audits cannot de

Obtain Meegle API access credentials: domain, token, context (project_key, user_key), and request headers. Read this first before any other Meegle API skill; all call prerequisites are in this skill.

Install OpenClaw WORKSPACE_GOVERNANCE in minutes. Get guided setup, upgrade checks, migration, and audit for long-running workspaces.

Comprehensive vulnerability and malware scanner for skills and code. Detects code execution vulnerabilities (eval, exec, dynamic require), credential theft patterns, network calls to suspicious domain

Create, list, show, delete, and manage PlanetScale databases. Use when creating new databases, listing available databases, viewing database details, deleting databases, or opening database shells. Tr

Create, list, and delete branch connection passwords. Use when creating connection strings for applications, managing database credentials, generating passwords for local development, or rotating cred

Understand the Checkly constructs system including resource lifecycle, logical IDs, configuration inheritance, and the Session/Project abstraction. Use when debugging construct issues, understanding r

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat

Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.

You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C

Create, list, show, and delete branch backups. Use when creating database backups, restoring from backups, managing backup lifecycle, or scheduling automated backups. Triggers on backup, restore, data

Advanced Checkly CLI features including retry strategies, reporters, environment variables, bundling, and custom patterns. Use when implementing complex retry logic, customizing test output, managing

You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.

Automate LinkedIn content creation, posting, engagement tracking, and audience growth. Use for posting content, scheduling posts, analyzing engagement metrics, generating content ideas, commenting on

AI-powered Reddit seeding agent for founders. Analyzes a product spec, maps relevant subreddits, finds real threads where target users need help, drafts personalized replies and DMs, and posts appro

CreditNexus x402 agent. Use when the user wants stock predictions, backtests, bank linking, or agent/borrower scores. Payment-protected MCP tools (run_prediction, run_backtest, link_bank_account, get_

Work with GitLab attestations for software supply chain security including artifact verification and provenance. Use when verifying software artifacts, managing attestations, or working with supply ch

You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.

Create and configure Checkly checks including API checks, browser checks, and multi-step checks. Covers check types, assertions, retry strategies, and Playwright integration. Use when creating synthet

Configure Checkly CLI projects with checkly.config.ts including project settings, check defaults, file discovery patterns, runtime configuration, and Playwright integration. Use when setting up new pr

Import existing Checkly checks from the web UI into code using npx checkly import plan. Use when migrating from UI-managed checks to Monitoring as Code, or pulling existing infrastructure into version

Manage SSH deploy keys for GitLab projects including add, list, and delete operations. Use when setting up deploy keys for CI/CD, managing read-only access, or configuring deployment authentication. T

Manage secure files for CI/CD including upload, download, list, and delete operations. Use when storing sensitive files for pipelines, managing certificates, or handling secure configuration files. Tr

Meegle API: user-related OpenAPIs (e.g. user groups, members). Domain, token, context, and request headers are obtained from meegle-api-credentials.

List, show, and switch PlanetScale organizations. Use when managing multiple organizations, switching between accounts, viewing organization details, or troubleshooting organization access. Triggers o

Upscale videos to 720p, 1080p, 2K, or 4K resolution using WaveSpeed AI's Ultimate Video Upscaler. Takes a video URL and produces a higher-resolution version. Supports videos up to 10 minutes. Use when

Create and manage Alibaba Cloud IMS video translation jobs via OpenAPI (subtitle/voice/face). Use when you need API-based video translation, status polling, and job management.

Create a new OpenClaw agent and bind it to a dedicated Telegram group with workspace ~/claw-<agent-name>. Use when the user asks for one-agent-one-group setup, Telegram group binding, or repeatable ag

Generate changelogs from GitLab releases, tags, and commits. Use when creating release notes, generating changelog files, or documenting version history. Triggers on changelog, release notes, version

Manage GitLab iterations for project planning and sprint management. Use when creating iterations, assigning issues to sprints, or viewing iteration progress. Triggers on iteration, sprint, iteration

Manage project milestones including create, list, update, view, and close operations. Use when planning releases, tracking milestone progress, or organizing issues/MRs by milestone. Triggers on milest

List and manage GitLab work items (tasks, OKRs, key results, epics). Use when working with GitLab's work item types beyond standard issues. Triggers on work items, tasks, OKRs, key results, epic list,

Build, bootstrap, and maintain a stable OpenClaw default agent identity by interviewing the user, updating IDENTITY.md, and seeding core context files (AGENTS.md, SOUL.md, TOOLS.md, USER.md, HEARTBEAT

Track product prices and surface official coupons or discounts without purchasing or account access. Use when a user wants price alerts, deal summaries, or coupon lists for specific items or retailers

Integrate Claude Agent SDK with You.com HTTP MCP server for Python and TypeScript. Use when developer mentions Claude Agent SDK, Anthropic Agent SDK, or integrating Claude with MCP tools.

Integrate OpenAI Agents SDK with You.com MCP server - Hosted and Streamable HTTP support for Python and TypeScript. Use when developer mentions OpenAI Agents SDK, OpenAI agents, or integrating OpenAI

Run a lightweight YouTube transcript workflow: transcribe, attribution cleanup, translation, and packaging with minimal tooling. Use for repeatable transcript handoff tasks when you need a concise, au

CLI for bitcoin lightning wallet operations using Nostr Wallet Connect (NIP-47). Use when the user needs to send/receive payments, check wallet balance, create invoices, convert between fiat and sats,