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Gemini API Caching
Development
Best practices for Gemini API caching: versioning, entity-stable keys, and cache busting.
Analyze GPU Kernel Bottleneck
Development
Identify whether a GPU kernel is compute, memory, or latency bound using roofline, occupancy, and SASS analysis. Produces an optimization decision matrix.
Scaffold a new Claude skill
Development
Scaffolds a new Claude command/skill in .claude/commands/ following repo conventions, with frontmatter, steps, verify, and final report.
Safe Database Migration
Development
Run database migrations with safety checks: dry-run previews before staging/production, automatic rollback guidance, and explicit confirmation for production. Use it to apply schema changes without risking data loss or downtime.
FastAPI Async Patterns
Development
Master async patterns in FastAPI for building high-performance APIs. Covers async route handlers, database operations, and best practices.
Khanza API
Development
Instructions for using the Khanza API.
Connect to Well
Development
Authenticate and verify the Well MCP connection, confirm tools work, and learn what to ask.
Create a PR with Git and GitHub CLI
Development
Create a branch, commit, push, and open a PR against the upstream repo following conventions.
Create a GitHub Pull Request
Development
Create a complete GitHub PR with branching, testing, formatting, and documentation. Use when the user wants to create a pull request. Handles the full workflow from branch to PR submission.
PostHog Survey SDK Feature Audit
Development
Audit survey feature support across PostHog SDKs and update version requirements. Includes issue tracking for feature parity.
Workflow Patterns
Development
Guide for implementing tasks per Conductor's TDD workflow, managing checkpoints, git commits, and verification protocol.
C++ Agent with axllm
Development
Skill for writing C++ code with axllm to build AI agents, tools, MCP, and more. Includes examples and guardrails.