Tool request: download workflow run artifact contents
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评估
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 新手友好度
- 52/100
调研方向
从提议的入口点 download_workflow_run_artifact(owner, repo, run_id, artifact_name) 开始,并检查列出的用于发现和下载 artifact 的 REST 端点。完成的标准是:一次 MCP 工具调用即可获取所选 workflow artifact 的内容,包括用于运行后分析的 token-usage.jsonl,而不要求调用方串联 REST 调用或自行解压 artifact。
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描述
Problem
For cost tracking and post-run analysis of agentic workflows, the missing piece is read access to workflow run artifacts. Specifically, downloading the agent-artifacts artifact from a completed gh aw run to parse token-usage.jsonl for per-run token cost data.
The current workaround requires chaining several REST API calls:
GET /repos/{owner}/{repo}/actions/runs/{run_id}/artifactsto list artifactsGET /repos/{owner}/{repo}/actions/artifacts/{artifact_id}/zipto download- Unzip and parse the relevant file
This is a lot of plumbing for what should be a natural thing for an AI agent to do: "look at what the last run produced."
Proposed tool
download_workflow_run_artifact(owner, repo, run_id, artifact_name) that returns the artifact contents (or a structured representation for known formats like JSONL).
Why this matters
The token-usage.jsonl format written by gh-aw's firewall proxy (since v0.25.8) contains per-model token counts for every agentic workflow run. A single MCP tool call to retrieve it would unlock a natural class of "analyze what the last agent run did" workflows. Right now that analysis requires dropping out of MCP and into raw REST.
More broadly, artifacts are a primary output mechanism for GitHub Actions. Being able to read them via MCP would make a wide range of post-run analysis workflows significantly simpler.
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