发现 Skills

Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.

Zero-context verification that every number, comparison, and scope claim in the paper matches the raw result files. Uses a fresh cross-model reviewer with NO prior context to prevent confirmation bias. Use when the user says "audit paper data", "check paper claims", "verify numbers", "cross-check paper numbers", or before submission to ensure paper-to-evidence fidelity.

Analyzing GitHub Copilot session log files to extract token usage, model information, and interaction data. Use when working with session files, understanding the extension's log analysis methods, or debugging token tracking issues.

Refresh token estimator and model pricing JSON files with latest data from AI model providers

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

CRITICAL / MANDATORY. The ONLY acceptable workflow. Enforces strict Feature Branch -> Preview -> Merge protocol. You MUST follow this for every change.

Automate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.

Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions.

Perform automated code reviews with best practices.

Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

Analyzes git diffs and commit history to intelligently fill PR templates and create pull requests via the gh CLI. Use when: creating a PR, needing PR description help, saying 'create a pull request', 'fill PR template', 'make a PR', 'open a pull request'. Triggers on: create PR, open pull request, make a PR, fill template.

Tumblr API Development and Integration

Set up Claude Code rules in a project by symlinking from the rbw-claude-code templates. Use this skill when users want to add Python coding standards, anti-slop rules, or other shared rules to their projects.

Create a TYPO3 v13.4 SitePackage based on official template with Site Sets

Help users make better decisions between competing options. Use when someone is weighing pros and cons, comparing alternatives, struggling with a difficult choice, deciding between speed and quality, or asking "should we do X or Y?"

Help founders close their first customers and build repeatable sales processes. Use when someone is doing founder-led sales, trying to get their first customers, writing cold outreach, running early sales calls, or asking when to hire their first salesperson.

Help founders raise capital and build investor relationships. Use when someone is preparing a pitch deck, deciding whether to raise venture capital, meeting with investors, or asking about fundraising strategy.

Help users set and hit realistic deadlines. Use when someone is planning project timelines, struggling to hit deadlines, dealing with timeline pressure from stakeholders, or trying to improve estimation accuracy.

Help users negotiate job offers and compensation. Use when someone is negotiating salary, equity, or other terms of a job offer, preparing for a compensation conversation, or asking how to ask for more money.

Help users build and scale internal platforms and technical infrastructure. Use when someone is deciding whether to build vs buy tooling, designing developer platforms, creating shared services, or managing technical debt at scale.

Help users craft product positioning and messaging. Use when someone is launching a product, differentiating from competitors, writing marketing copy, struggling to explain what their product does, or working on value propositions and taglines.

Help users run more effective meetings. Use when someone is dealing with meeting overload, wants to improve meeting culture, is preparing an important meeting, or struggles to get decisions made in meetings.

Help users scope projects and cut features effectively. Use when someone is defining an MVP, dealing with scope creep, trying to ship faster, or needs to make tradeoffs about what to build.