Home / Subagents / prompt_engineer
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.
Why this score
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.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneprompt_engineer josstei/maestro-orchestrate · Subagent | 59 | ★ 486 | ≈123 in chat | 16d ago |
| ag2-prompt-engineer davepoon/buildwithclaude · Subagent Both about engineer and prompt | 69 | ★ 3.7k | ≈45 in chat | 16d ago |
| Image Prompt Engineer GammaLabTechnologies/harmonist · Subagent Both about engineer and prompt | 52 | ★ 2.3k | ≈72 in chat | 5mo ago |
| prompt-engineering giuseppe-trisciuoglio/developer-kit · Skill Both about prompt and engineering | 59 | ★ 360 | ≈24 always | 2mo ago |
| nuyoah-xiezhen-prompt nuyoah-ai-works/nuyoah-xiezhen-prompt · Skill Both about prompt | 69 | ★ 765 | ≈42 always | 2mo ago |
| prompt-expert disler/pi-vs-claude-code · Subagent Both about prompt | 60 | ★ 1.7k | ≈44 in chat | 4mo ago |