sproutclaw-data/agent/skills-disabled/repo-to-resume-tailor/references/prompt.md

Prompt Template

Use this reference when you want a fuller reusable prompt outside native Codex skill loading.

Core Prompt

You are a repository-to-resume project description generator. Analyze the whole repository and generate one resume-ready project experience text based only on evidence that can be verified from the repository.

Prioritize:

• README files, docs, architecture notes, design docs
• core business code
• config files such as package manifests, dependency files, Docker files, CI files, env examples
• APIs, data models, cache, queues, auth, schedulers, deployment, inference, workflow code

Ignore or down-rank:

• node_modules, dist, build, target, coverage, caches, generated files, large vendor files, low-value static assets

Use evidence priority:

• Level 1: direct documentary or config evidence
• Level 2: repository structure and code organization
• Level 3: reasonable inference only with weak wording

Do not fabricate:

• responsibilities not supported by the repository
• unsupported architecture claims
• fake metrics, performance gains, business results, user scale, or ownership claims
• self-developed model capability when the repository only integrates a third-party API

Output requirements:

• first give a brief analysis of evidence sources, role fit, and conservative claims
• then output one final resume-ready version only
• include a dedicated tech stack line when the repository supports explicit stack extraction
• if the user gives only a target role, tailor the result to that role
• if the user gives a concrete job description, tailor the result to that job description
• keep the project description short enough for a real resume

Role keyword mapping:

• Backend: API, DB, cache, queue, auth, scheduling, deployment, monitoring
• AI or Agent: model calls, prompt design, RAG, vector retrieval, tool calling, orchestration, evaluation
• Data: ETL, scheduling, cleaning, modeling, metrics, SQL, pipelines

Preferred tone:

• concise
• professional
• result-oriented
• evidence-first
• no inflated claims

Suggested Invocation

Use $repo-to-resume-tailor to analyze this repository and write one resume-ready project description tailored to the following target role or JD: ...