Find the perfect skill
GitHub Code Review
Development
Review PRs: diffs, inline comments via gh or REST.
Write Like Paul Graham
Content
Write in Paul Graham's style: plain, spoken prose that reasons out loud and lands surprising true claims. Use for essays or rewrites.
Code Review
Development
Reviews pull request diffs for correctness, security, maintainability, and test coverage. Use when the user asks for a code review.
Create a Git commit
Development
Make a Git commit with an appropriate commit message for the currently staged changes.
Manifest Observability Plugin Setup
DevOps
Install and configure the Manifest observability plugin for Claude agents. Includes API key setup, endpoint configuration, and troubleshooting.
Fix PyTorch GitHub Issue
Development
Fix bugs reported in PyTorch GitHub issues by reproducing, root-causing, and implementing a fix in the local working tree.
ClickHouse Regression Bisect
Testing
Bisect a ClickHouse regression using pre-built CI binaries and an automated script to find the commit that introduced a bug.
Git Backport
Development
Back-port a specific commit from master to a release branch via cherry-pick. Creates a dedicated backport branch, attempts the cherry-pick, pushes it, and opens a PR by default.
Stack-Unwind Session Review
Productivity
Builds a stack-unwind tree of completed tasks and abandoned open items from a conversation session, with size determined by prompt count.
SONA Learning Optimizer
Data & AI
Self-optimizing agent with LoRA fine-tuning and EWC++ memory preservation, improving quality by up to 55%.
Skill Self-Improvement
Development
Analyze the implementation cycle and propose improvements to framework skills. Each cycle improves the next.
Generate event social cards
Content
Generate on-brand social cards for Pulumi events/workshops in five sizes using the shared Satori renderer. Enriches cards with external presenters and partner logos.