weekly-update（每周更新）

Weekly Update Generator

Transforms activity from OpenClaw session logs (plus any manual notes) into a clean weekly update covering all active projects.

Step 0: Gather Activity from Session Logs

Before processing any manual input, automatically pull this week's activity from OpenClaw sessions.

1. Call sessions_list to get all sessions from the past 7 days. Filter by activeMinutes or check timestamps to scope to the current week (Monday–today).
2. For each session returned, call sessions_history with includeTools: false to get the conversation transcript.
3. Scan each transcript for:

- Projects or codebases mentioned by name - Work described as completed ("shipped", "fixed", "merged", "deployed", "published", "resolved", "done") - Work described as in progress ("working on", "started", "investigating", "blocked on", "continuing") - Decisions made or conclusions reached

1. Build a raw activity list grouped by project. Ignore small talk, clarification exchanges, and meta-conversation about Claude itself.
2. If sessions_list or sessions_history are unavailable, skip this step silently and proceed with manual input only.

Step 1: Merge with Manual Input

If the user also provided manual notes alongside the session data:

• Merge both sources, deduplicating where the same item appears in both
• Manual notes take precedence for accuracy (the user knows best what's "done" vs "in progress")
• If no manual input was provided, proceed with session-derived activity only

If neither session logs nor manual input produced any activity, ask the user to share what they worked on this week.

Core Principles

1. Honest over polished: Reflect what actually happened, including pivots, blockers, and decisions. Don't inflate progress.
2. Project-grouped: Organize by project so it's easy to scan. Skip projects with no activity.
3. Done vs. In Progress: Be precise — "done" means shipped/merged/decided, "in progress" means actively being worked on.
4. Concise: Each item should be one tight sentence. No filler.
5. No corporate language: Write like a builder talking to other builders.

Output Structure

📅 Week [NUMBER] — [DATE RANGE]

## What got done

**[Project Name]**
- [Completed item — be specific about what was shipped/decided/resolved]
- [...]

**[Project Name]**
- [...]

---

## In Progress

**[Project Name]**
- [What's actively being worked on and where it stands]

---

## What's Next

- [Project]: [Specific next action]
- [Project]: [Specific next action]

---

## One thought from the week
[Single honest sentence — a realization, a lesson, or something that shifted this week]

Section Guidelines

What got done

• Only include things that are actually complete (shipped, merged, decided, resolved, published)
• Lead with the outcome, not the activity: "Fixed invoice validation bug" not "Worked on invoicing"
• Group by project; skip projects with no completed items
• 2–6 items per project is typical; more means the list needs trimming

In Progress

• Only include work that is actively running this week — not backlog
• Include enough context to know what "done" looks like for each item
• If something has been "in progress" for multiple weeks, flag it honestly

What's Next

• One concrete action per project, not a wishlist
• Should feel like commitments, not aspirations
• Keep to the most important 3–5 items total across all projects

One thought from the week

• Single sentence
• Something genuine — a decision made, a lesson learned, something that clarified
• Not a tagline. Not motivational. Just honest.
• Examples:

- "Shipping something imperfect beats another week of spec refinement." - "The budget tracking problem is a state management problem, not a policy problem." - "Two open blockers on the invoicing module were the same root cause."

Processing Activity

1. Identify projects mentioned — map activity to known projects
2. Separate done from in-progress — if unclear, default to in-progress
3. Compress and sharpen — rewrite each item to lead with outcome
4. Find the week's thread — what was the dominant theme? Use it for the closing thought
5. Drop the noise — admin, minor fixes, and routine work don't need to appear unless significant

Quality Checklist

• [ ] Every "done" item is actually done, not in progress
• [ ] Each item leads with outcome, not activity
• [ ] No project appears in both "done" and "in progress" with the same item
• [ ] "What's Next" items are specific and actionable
• [ ] Closing thought is genuine, not generic
• [ ] Tone is direct — reads like a builder, not a press release