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Independent project, not affiliated with Anthropic
levnikolaevich avatar

Ln 814 Optimization Executor

levnikolaevich/claude-code-skills
183 installs533 stars
Summary

This is the execution half of the LN-814 optimization pair. It takes hypotheses from the researcher skill and applies them using a strike-first pattern: slam all changes in at once, measure the result, and only bisect if something breaks. Most optimizations aren't actually contested, so testing them one by one wastes time. It handles multi-file changes, runs your test suite as a safety gate, measures performance with multiple runs for stability, and works in an isolated git worktree so you can bail cleanly if needed. The approach is pragmatic: fix trivial crashes once, bisect only when necessary, and commit everything that survives with traceable hypothesis IDs in the message.

Install to Claude Code

npx -y skills add levnikolaevich/claude-code-skills --skill ln-814-optimization-executor --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
Testing & QADebugging
First SeenJun 3, 2026
View on GitHub

More from levnikolaevich/claude-code-skills

All 128 skills →
  • Ln 914 Community Responder181
  • Ln 002 Session Analyzer172
  • Ln 001 Push All162
  • Ln 012 Mcp Configurator162
  • Ln 013 Config Syncer162
  • Ln 010 Dev Environment Setup161
  • Ln 011 Agent Installer161
  • Ln 150 Presentation Creator150
  • Ln 001 Standards Researcher123
  • Ln 002 Best Practices Researcher119
  • Ln 647 Env Config Auditor116
  • Ln 100 Documents Pipeline480
  • Ln 620 Codebase Auditor449
  • Ln 775 Api Docs Generator433
  • Ln 624 Code Quality Auditor415
  • Ln 782 Test Runner412
  • Ln 634 Test Coverage Auditor401
  • Ln 201 Opportunity Discoverer400
  • Ln 200 Scope Decomposer396
  • Ln 631 Test Business Logic Auditor396
  • Ln 140 Test Docs Creator395
  • Ln 761 Secret Scanner395
  • Ln 730 Devops Setup394
  • Ln 630 Test Auditor389

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