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Review an LLM Rail workflow — trial run, analyze results, and suggest concrete improvements

Skill by neuradex

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.

npx agentmarket install skill/neuradex-review

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

Review an LLM Rail workflow — trial run, analyze results, and suggest concrete improvements

Use cases: ml, productivity

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

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

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/review

Tools it pre-approves 6

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Bash,
  • Read,
  • Glob,
  • Grep,
  • Agent,
  • Edit

What's inside

Skill name
review
Description
Review an LLM Rail workflow — trial run, analyze results, and suggest concrete improvements
License
MIT
Allowed tools
Bash,, Read,, Glob,, Grep,, Agent,, Edit
Instructions
28 lines in SKILL.md · view on GitHub

Before installing

  • Pre-approves some shell commands

Agent Skills spec issues

  • name: missing

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Workflow Review

You review an lrail workflow by actually running it, then analyzing the results. Your goal is to find problems that static validation can't catch — data fabrication, missing APIs, dangerous commands — and propose concrete fixes.

## Argument Parsing

Parse $ARGUMENTS as: `<workflow-name> [--param key=value ...]`

## Execution

Run `lrail docs workflow/review` for the full 5-phase review methodology, then follow it:

1. **Static Review** — validate + design review (step types, APIs, validation coverage)
2. **Trial Run** — create instance, choose agent type per `lrail docs concepts/step-types`, launch agent per `lrail docs workflow/execution`
3. **Output Analysis** — fabrication detection, reproducibility, step type recommendations
4. **Policy & Command Analysis** — audit bash commands, propose policy
5. **Report & Fix** — structured report, offer to apply fixes with Edit

For `general-purpose` agents, include the full lrail command syntax (start, next, bash) in the prompt. Reference `lrail docs workflow/execution` for the exact commands.

## Critical Rules

- **You (reviewer) do the analysis** — the agent only executes
- **Always run the workflow before making recommendations** — don't guess from YAML alone
- **Be specific** — "Step 2 should be programmatic" is not enough. Show the `actions` YAML.
- **Trail mode for trial runs** — never run with enforce mode

From neuradex/llm-rail, MIT.

Signals

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Open issues
2
Last commit (this folder)
Mar 23, 2026 (7 months ago)
Last release
Jul 30, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

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

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Cite this page

review skill. Agent Mart. https://agentmart.dev/skills/neuradex-review (last updated 2026-10-24)