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evaluator-dspy

Isolated DSPy optimizer companion (GEPA and MIPROv2) for governed self-evolution.

Skill by nficano

IndexedMIT★ 1
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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/nficano-evaluator-dspy

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

Isolated DSPy optimizer companion (GEPA and MIPROv2) for governed self-evolution. Use when optimizing a text or prompt target against a sealed training and validation view.

Use cases: agent-building

Reviews

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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
Node.js package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/evaluator-dspy

What's inside

Skill name
evaluator-dspy
Description
Isolated DSPy optimizer companion (GEPA and MIPROv2) for governed self-evolution. Use when optimizing a text or prompt target against a sealed training and validation view.
License
MIT
Instructions
19 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (4)

  • SKILL.md
  • manifest.yaml
  • index.ts · src/
  • types.ts · src/

SKILL.md (first lines)

# DSPy text optimizer

Isolated companion adapter for GEPA and MIPROv2. Elliott supplies a sealed
training/validation view, a materialized text target, limits, and a seed. The
companion returns schema-validated candidate lineage only. It cannot access
holdout data, Proposals, active configuration, Snapshots, Git credentials, or
release operations.

GEPA is the primary reflective optimizer. MIPROv2 is the policy-selected
fallback. Model calls are made through Elliott-authorized routes rather than
ambient companion credentials.

The image validates the train/validation-only wire view, enforces run budgets,
and uses a loopback model proxy with a short-lived scoped token. Optimization
jobs are real process groups with bounded time slices, pause, resume, and
idempotent cancellation. Fixture mode is limited to build and protocol smoke
tests.

From nficano/elliott, MIT.

More from nficano/elliott

Signals

Stars
1
Forks
0
Open issues
0
Last commit (this folder)
Aug 12, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/nficano/elliott
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from nficano

Cite this page

evaluator-dspy skill. Agent Mart. https://agentmart.dev/skills/nficano-evaluator-dspy (last updated 2026-10-24)