Skill Atlas

workthreads

SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, G…

分类 工作流仓库 specstoryai/getspecstory热度 1367 stars更新 2026-11-02平台 Claude Code · Cursor · Codex

安装

npx skills add specstoryai/getspecstory

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来自 specstoryai/getspecstory（1,367 stars），仓库最近更新 2026-11-02。尚未人工实测。

SKILL.md 原文

# Workthreads

A lead needs a weekly answer across the team's repos: what work happened this week, what got
finished, and what is still open and needs a next step. **Workthreads** produces that **rollup**
from SpecStory histories - the `.specstory/history` transcripts your coding agents already write.
It reports **lines of work and their lifecycle** (new / open / recently closed).

A deterministic engine (`scripts/workthreads.mjs threads`) does the retrieval, clustering, and
classification; **you do the synthesis** - you turn its evidence into the lead's weekly report.
Do not try to read raw transcripts yourself; they can be hundreds of thousands of lines. Run the
engine and write the rollup from its output.

This skill is **harness-portable** (agentskills.io format). Where it names a specific tool
(e.g. `AskUserQuestion`), treat that as "use your harness's equivalent; fall back to plain chat."

## How the engine splits the work

- The engine groups the window's beats **by project** and clusters them into **threads** (a line
  of work that can span several sessions). It assigns each thread one lifecycle **status** relative
  to today:
  - **new** - first activity within the last 7 days.
  - **open** - unresolved, still active (the open loops).
  - **closed** - latest outcome was success and the thread has gone quiet; flagged **reverted**
    when a beat ran a rollback command (`git revert` / `git reset --hard` / `git checkout -- ...`).
- Output is deterministic (stable sort, no wall-clock timestamps in the body), so two runs on the
  same corpus are byte-identical.

## Default flow: the weekly rollup

1. **Index the corpus** into workthreads' own DB. Point at the team's repos and build/update it:
   ```bash
   node "${CLAUDE_SKILL_DIR}/scripts/workthreads.mjs" index --projects <parent-of-repos> --db <db>
   # or a single tree:  --scan <root>     or a single history dir:  --dir <dir>
   ```

2. **Run `threads` cross-project for the last 7 days** and capture the evidence:
   ```bash
   node "${CLAUDE_SKILL_DIR}/scripts/workthreads.mjs" threads --db <db> --days 7            # human digest
   node "${CLAUDE_SKILL_DIR}/scripts/workthreads.mjs" threads --db <db> --days 7 --json     # machine-readable
   ```
   The digest prints, per project, three sections in order - **New**, **Open**, **Recently
   closed** - each thread with its evidence refs (`path:line`), last-activity date, status, and a
   `reverted` marker. `--json` emits an array of threads (`project`, `status`, `reverted`, the files
   touched, last-activity date).

3. **Write the rollup** from that evidence, in the lead's shape:
   - (a) a high-level result: session count and active projects in the window;
   - (b) per-project **highlights** of completed work (the `closed` threads);
   - (c) **open loops** - the `open` threads, unresolved or needing verification, with a suggested
     next step each;
   - (d) notable **rollbacks / abandoned efforts** (the `reverted` threads);
   - (e) cite evidence refs (`path:line`) so each claim is checkable.
   Add a caveat that **the week may still be in progress**, so `open` and `new` threads are
   snapshots, not final outcomes.

4. **Save it to a dated file** so the rollup is durable and diffable week over week:
   ```
   .specstory/workthreads/<YYYY>-W<week>.md
   ```
   (ISO week number, e.g. `.specstory/workthreads/2026-W25.md`). Also offer `threads --out <file>`
   to drop the raw digest beside your written summary.

## Guided start

If the user just invokes the skill with no specifics, ask three short questions (use
`AskUserQuestion` or plain chat), then run the default flow with the answers:

- **Scope** - which repos / parent directory holds the team's `.specstory/history` corpus?
- **Window** - how many days back? (default **7** for the weekly rollup; `--days N` to widen.)
- **Goal** - the whole **rollup**, just the **open loops**, just **recently closed**, or a quick
  **status** line? Tailor which sections you emphasize to the answer.

## Conventions

Node ESM only, zero dependencies, Node >= 22.5. No em dashes anywhere (use " - "). The engine path
never calls an LLM or the network; all judgment (the written narrative, suggested next steps,
emphasis) is yours.

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