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refine

Trigger continual harness refinement from the Python REPL.

Skill by PrimeIntellect-ai

IndexedNOASSERTION★ 22,300
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/primeintellect-ai-refine

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Trigger continual harness refinement from the Python REPL. Use when you notice a repeated failure, reusable tactic, delegation role, or behavior policy that should be persisted as a harness entry. Returns immediately; refinement runs when the current turn ends.

Use cases: prompt-engineering

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/refine

What's inside

Skill name
refine
Description
Trigger continual harness refinement from the Python REPL. Use when you notice a repeated failure, reusable tactic, delegation role, or behavior policy that should be persisted as a harness entry. Returns immediately; refinement runs when the current turn ends.
License
NOASSERTION
Instructions
39 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (3)

  • SKILL.md
  • pyproject.toml
  • __init__.py · src/refine/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from PrimeIntellect-ai/prime-agent

Signals

Stars
22,300
Forks
2,471
Open issues
21
Last commit (this folder)
Sep 30, 2026 (27 days ago)
Last release
Oct 21, 2026 (5 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
NOASSERTION
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from PrimeIntellect-ai

Cite this page

refine skill. Agent Mart. https://agentmart.dev/skills/primeintellect-ai-refine (last updated 2026-10-24)