← ClaudeAtlas

research-campaignlisted

Scaffold and drive autonomous research-experiment campaigns: a MISSION.md brief that lives IN the target repo (runs/auto_research/), a persistent experiment ladder (queue.json) and results ledger (ledger.jsonl), hard measurement discipline (significance gating, representative eval slices, one change per rerun), and research-cards integration (project card bootstrap + Op5 gap-analysis pre-read + per-job progress append). Use when the user wants to 開/設定一個研究實驗 campaign for a repo, 接續/continue a campaign job, or asks campaign 進度/status. This skill owns the FORMAT and BOOKKEEPING — the agent executes experiments by following the repo's MISSION.md, and hyperparameter decisions defer to an alchemist-playbook style source-cited advisor when available.
SungFeng-Huang/research-cards · ★ 3 · AI & Automation · score 76
Install: claude install-skill SungFeng-Huang/research-cards
# Research Campaign — 任務書格式+記帳慣例+知識庫掛鉤 把「一個 repo 裡的長期自主實驗戰役」標準化:任務書(MISSION.md)進 repo、 狀態(queue/ledger)可斷點續跑、量測紀律硬性把關、進度自動回流知識庫。 **本 skill 不是訓練執行器**——訓練怎麼跑由各 repo 的 MISSION.md 說了算; 這裡管的是格式、記帳、與 research-cards 的接口。 ## Files - `assets/MISSION.template.md` — 任務書模板(八段,含逐段填寫指引)。 - `assets/examples/example-mission.md` — 中性完整範例(Whisper LoRA 領域 適應 campaign),照抄結構、換掉內容。 - `assets/repo-checklist.md` — **campaign-ready repo 檢查清單**:repo 要有 哪些元件(可續訓 train 入口、per-utterance CSV 的 eval、顯著性工具、 manifest 建構器…)campaign 才跑得動;intake 第一步就是對照它。 - `scripts/campaign.py` — 記帳工具(stdlib):`init`(scaffold)、 `status`(佇列+帳本摘要)、`ledger-append`(schema 校驗寫入)、 `report`(ledger/queue → 靜態 HTML campaign 報告,含指標趨勢圖;順帶 regen index)、`demo`(manifest → 音檔對聽頁)、`pages-setup` (依 git remote 裝 GitHub 或 GitLab Pages 部署設定)、`progress-init`/ `progress`(訓練 log → SVG 曲線進度儀表)。 - `scripts/progress_page.py` — 進度儀表引擎(stdlib):log 解析規則全在 `progress.json`(log_glob+step_re+kv_re+charts 宣告),輸出自包含 HTML(tiles/2px 曲線+crosshair tooltip/資料表 fallback/ladder/ ledger/job 鏈)。 - `assets/pages-workflow.yml` — GitHub Pages 部署 workflow 模板。 - `assets/gitlab-pages.yml` — GitLab CI Pages job 模板(發佈 `public/`)。 - `assets/update-pages.sh.template` — artifact-branch 模式的 repo 端刷新 腳本模板(`pages-setup --deploy-branch` 生成;flock/無變動不 amend/ state commit pathspec 隔離)。 - `assets/showcase.css` — **showcase 頁的預設設計系統**(vocodec 風格: 色票 tokens、.tiles 狀態磚、.card 圖表卡、.chip 徽章、.report-list landing 卡、.examples/.audio-grid 對聽卡)。report/index/demo 內嵌它