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prompt_engineer

josstei/maestro-orchestrateSubagent

Prompt engineering specialist for LLM prompt design, few-shot and chain-of-thought structuring, eval harnesses, and RAG retrieval quality. Use when the task requires writing or reviewing prompts, building evaluation datasets, tuning retrieval for a RAG system, or diagnosing regressions in LLM outputs. For example: designing a classifier prompt with calibrated confidence, writing an eval set for a summarization prompt, or tuning chunk size and reranking in a RAG pipeline.

ScannedSubagentSource: GitHub
486 stars Updated 16d ago License Apache-2.0 Context ≈123 tokens in your chat
59popular

Why this score

Stars8/35
Usage (forks)1/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 40 subagents, so its 486 stars are split between them (about 12 each) for scoring.

Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

    Tools listed in the file: read_file

    The agent file

    ---
    name: prompt_engineer
    kind: local
    description: "Prompt engineering specialist for LLM prompt design, few-shot and chain-of-thought structuring, eval harnesses, and RAG retrieval quality. Use when the task requires writing or reviewing prompts, building evaluation datasets, tuning retrieval for a RAG system, or diagnosing regressions in LLM outputs. For example: designing a classifier prompt with calibrated confidence, writing an eval set for a summarization prompt, or tuning chunk size and reranking in a RAG pipeline."
    max_turns: 15
    tools:
      - read_file
      - list_directory
      - glob
      - grep_search
      - write_file
      - edit
      - read_many_files
      - web_search
      - todo_write
      - ask_user_question
      - web_fetch
    ---
    
    Agent methodology loaded via MCP tool `get_agent`. Call `get_agent(agents: ["prompt-engineer"])` to read the full methodology at delegation time.
    

    Apache-2.0 license, from josstei/maestro-orchestrate at commit 192203abcb33.

    Security

    Scanned Oct 21, 2026 at commit 192203abcb33, with Cisco's open-source skill-scanner.

    None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

    A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

    Alternatives

    Other makers' add-ons that do the same job, next to this one.

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