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Research AI Skills

Discover Research skills, compare source repositories and read the instructions for each workflow.

Categories: Research

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GitHub

creating-a-goal

tilmon-engineering

Use when setting up a new open-ended goal for autonomy tracking, before starting the first iteration

GitHub

forking-iteration

tilmon-engineering

Use when user wants to create new autonomy branch from current commit or specific past iteration

GitHub

listing-branches

tilmon-engineering

Use when user wants to inventory autonomy branches with custom sorting, grouping, or filtering

GitHub

detect-foreign-keys

tilmon-engineering

Identify foreign key relationships between tables using heuristics, value overlap analysis, and referential integrity checks

GitHub

analyzing-branches

tilmon-engineering

Use when analyzing another branch's iteration journals to extract findings, decisions, and insights from divergent work

GitHub

reviewing-progress

tilmon-engineering

Use when user wants to assess progress toward an open-ended goal by reading and summarizing all iteration journals

GitHub

qualitative-research

tilmon-engineering

Use when conducting customer discovery interviews, user research, surveys, focus groups, or observational research requiring rigorous analysis - provides systematic 6-phase framework with mandatory bias prevent...

GitHub

codegen-refactor

nihiyama

Perform refactoring using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to improve internal qual...

GitHub

codegen-bug-fix

nihiyama

Fix bugs using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to implement changes with high perf...

GitHub

codegen-feature

nihiyama

Implement new features using TDD starting from README + Issue (following codegen-test), aligning with existing implementation conventions, and leveraging Serena MCP semantic search/editing to deliver high perfo...

GitHub

codegen-test

nihiyama

A skill for writing Go tests in a TDD workflow. Follow README/Issue requirements and existing test conventions, add a balanced set of table-driven cases across behavior/boundaries/branches, and produce maintain...

GitHub

modal-deployment

ferdousbhai

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch jobs, scheduling tasks, serving APIs with GPU acceleration, or scaling compute-intensi...

GitHub

tanstack-start

ferdousbhai

TanStack Start full-stack React framework. Use for: server functions with createServerFn, TanStack Router file-based routing, TanStack Query SSR integration, Cloudflare Workers deployment.

GitHub

xcodeproj-analyzer

paleoterra

Parse and analyze Xcode project files to identify configuration issues, missing files, and build settings

GitHub

ci-cd-helper

paleoterra

Generate CI/CD configurations and automation scripts for building, testing, and deploying

GitHub

code-review

HexSleeves

Review code changes and remove AI-generated patterns like excessive comments, gratuitous defensive checks, type escape hatches, and over-engineering.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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