Claude Skills by stellarlinkco

Review code changes with a max-grade, recall-oriented pipeline. Use when the user wants to: - Review a pull request, branch diff, or local working-tree diff - Find correctness, security, contract, concurrency, or performance bugs - Surface reuse, simplification, efficiency, altitude, or convention issues introduced by a change - Get a structured JSON summary of actionable findings

This skill should be used for multi-session autonomous agent work requiring progress checkpointing, failure recovery, and task dependency management. Triggers on '/harness' command, or when a task involves many subtasks needing progress persistence, sleep/resume cycles across context windows, recovery from mid-task failures with partial state, or distributed work across multiple agent sessions. Synthesized from Anthropic and OpenAI engineering practices for long-running agents.

Iteratively evolve any measurable artifact (prompt, skill, code, idea, configuration, document, benchmarked experiment) through autonomous mutation-evaluate-gate loops. Supports both GT case suites and autoresearch-style scalar metric loops where a fixed command prints one score. Uses 8-phase iteration, 3-layer evaluation, deterministic keep/discard gates, trace-driven diagnosis, and layered mutation. Trigger on "evolve this", "optimize iteratively", "self-improve", "train this prompt", "iter...