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agent-multi-turn-evaluations

Evaluate frontend agents across persistent workspaces and sequential turns requiring implementation, failure recovery and review-driven repair.

Skill by shubhamtaywade82

IndexedMIT
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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.

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About

Evaluate frontend agents across persistent workspaces and sequential turns requiring implementation, failure recovery and review-driven repair.

Use cases: frontend, agent-building

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

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/agent-multi-turn-evaluations

What's inside

Skill name
agent-multi-turn-evaluations
Description
Evaluate frontend agents across persistent workspaces and sequential turns requiring implementation, failure recovery and review-driven repair.
License
MIT
Instructions
33 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Agent Multi-Turn Evaluations

## Activate when

Activate when an agent must continue after failed tests, reviewer feedback, a changed requirement or a discovered runtime regression.

## Repository inspection

Inspect fixture state, turn prompts, prior execution/evidence, allowed paths and final invariants.

## Decision rules

Turns in one scenario share the same workspace unless workspace isolation itself is under test. Never erase previous evidence.

## Implementation contract

Model sequences such as implement → diagnose → repair → final verify.

Record each turn's prompt, exit status, stdout/stderr, scope delta and final verifier result.

## Failure handling

A successful final turn does not erase an earlier unsafe or out-of-scope turn. Recovery is a separate dimension.

## Review

Check that follow-up turns respond to new evidence without destructive reset or scope expansion.

## Verification

Run persistent multi-turn fixtures and verify both intermediate evidence and final correctness.

From shubhamtaywade82/react-agent-skills, MIT.

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Last commit (this folder)
Sep 29, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

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

More from shubhamtaywade82

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agent-multi-turn-evaluations skill. Agent Mart. https://agentmart.dev/skills/shubhamtaywade82-agent-multi-turn-evaluations (last updated 2026-10-24)