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Tool request: download workflow run artifact contents

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還沒有人認領這個 Issue。

評估

難度
4/5
預估耗時
3-5 天
新手友好度
52/100
Issue 類型
功能
描述清晰度
基本清楚
活躍度
冷清
技術堆疊
github, github-actions, go
領域
api, ci-cd, tooling

研究方向

從提議的入口點 download_workflow_run_artifact(owner, repo, run_id, artifact_name) 開始,並檢視列出的用於探索和下載 artifact 的 REST 端點。完成的標準是:一次 MCP 工具呼叫即可取得所選 workflow artifact 的內容,包括用於執行後分析的 token-usage.jsonl,而不要求呼叫方串接 REST 呼叫或自行解壓縮 artifact。

由索引模型根據 Issue 內容生成。

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:

  1. GET /repos/{owner}/{repo}/actions/runs/{run_id}/artifacts to list artifacts
  2. GET /repos/{owner}/{repo}/actions/artifacts/{artifact_id}/zip to download
  3. 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.

主要語言
Go
星號
33.1k
分支
5k
平均合併
2 天 3 小時
30 天內合併 PR
18

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