Optimize oversized CLAUDE.md files using progressive disclosure. Analyzes content tiers, detects encryption constraints, creates sub-documents, and rewrites the main file with a Sub-Documentation Table. Triggers: optimize CLAUDE.md, reduce CLAUDE.md size, CLAUDE.md too long, apply progressive disclosure to CLAUDE.md.
Generate a Sphinx-ready report bundle (plots, RST, contract, per-accepted-commit pages) from a completed fermilink optimize workspace. Use when the user asks to visualize, export, or publish optimization results from a .fermilink-optimize directory, or wants to prepare material for the Project Optimization website.
Guide users through setting up and running scientific simulations with FermiLink after pip install fermilink and fermilink init. Covers package installation, provider setup, execution modes, HPC configuration, and workflow selection.
This skill should be used when users ask to bootstrap or regenerate a skills/ folder for a scientific software package (for example LAMMPS, PSI4, GROMACS, Q-Chem docs-only, MEEP, or similar) from docs/source/tests/tutorial layouts, with documentation-first routing and an abstract skill count capped around 30.
Use when Codex needs to solve, reproduce, test, compare, generate examples for, or diagnose CDOpt manifold optimization workflows, including CDOpt package smoke tests, official problem description cards, Stiefel dictionary learning, SciPy wrappers, PyTorch/JAX/NumPy CDOpt examples, dependency checks, tiny CPU…
A tool for turning linear programming problems into mathematical models and solving them with Cardinal Optimizer, a software package for optimization. It can start from a word problem or from supplied matrices and JSON data.
Unified solver detection, installation, selection, and license configuration for OR optimization skills (LP, MIP, SOCP). One-stop solver management: detect installed packages, install missing solvers with proper priority, select the best available solver by problem type, and troubleshoot common errors. Covers 20…
Use this skill whenever you need to read, understand, navigate, edit, refactor, or reason about a codebase written in Dart, Python, or TypeScript — especially before reading any source files directly. This skill runs code-parser to build a lightweight structural index (classes, methods, line ranges) of the codebase…
You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment strategies based on current industry best practices.
Evaluator-Governed Recursive Improvement (EGRI) framework for turning ambiguous goals into safe, measurable, rollback-capable recursive improvement systems. Use when the user wants to: (1) build a self-improving system for any domain (ML, RAG, workflows, ETL, UI, compiler tuning, etc.), (2) formalize a vague…
Install, update, connect, or diagnose IsingQ tools through standard MCP, Codex Plugin, or the native DeepSeek Harness Plugin. Use when a user wants IsingQ available in an Agent Host.
Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Catches SELECT , full-table scans, non-sargable predicates, Cartesian joins, NULL-trap NOT IN, and 17 more rules. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postgres.
Attribute battery drain to CPU, radio, GPS, display, and background work using Android Battery Historian and Xcode Energy Log / Instruments Energy gauge.
Cut local and CI build times on Android (Gradle config cache, build cache, KSP over KAPT) and iOS (Xcode build cache, ccache, modules). Use when clean builds exceed ten minutes.