Thomaszhou22

Memory Digest — AI skill for Claude Code

AI community

Weekly reports from your AI agent's memory, for the human who owns it.

How to install Memory Digest

This entry records only its repository, not the path inside it, so there is no exact command to give. Open Thomaszhou22/memory-digest and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Memory Digest does

Weekly reports from your AI agent's memory, for the human who owns it. Activity timeline, project momentum, open threads, metric changes.

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README

Memory Digest

**Weekly reports from your AI agent's memory — for the human who owns it.**

[English](./README.md) | [中文](./README_CN.md)

Agents that keep long-term memory produce daily logs nobody reads. Memory Digest turns that corpus into a one-page report: what happened, which projects moved, what is still pending, and which numbers changed.

Most memory tooling stores and retrieves *for the agent*. This reads the same files *for the owner*.

What it produces

Section	Meaning
Activity timeline	Per-day entry with section count, topics, and a one-line summary
Projects in motion	Project/topic names with momentum: 🆕 new, ▶️ ongoing, ⏸️ stalled
Open threads	Pending / to-confirm items with their source date
Numbers in motion	Metrics (downloads, users, stars, …) mentioned in the window

Quick start

git clone https://github.com/Thomaszhou22/memory-digest.git
python3 memory-digest/scripts/memory_digest.py --memory-dir /path/to/agent/workspace --days 7

Flags: `--days N` (window, default 7) ｜ `--out report.md` (save to file) ｜ `--json` (machine-readable).

Works with any corpus of date-named daily logs (`memory/YYYY-MM-DD.md`). The script is **read-only**.

Real-world validation

Developed against a live agent workspace with 130+ memory files. On its first real run it correctly surfaced: a seven-day activity timeline, a stalled project untouched for six days, and every pending to-confirm item still awaiting an owner reply — including ones recorded five days earlier that would otherwise have been forgotten.

Cron-friendly

# weekly Monday 09:00 report
0 9 * * 1 python3 /path/to/memory-digest/scripts/memory_digest.py --memory-dir ~/agent --days 7 --out ~/reports/week.md

Using as an OpenClaw / Claude Code skill

Copy or symlink this folder into your skills directory. `SKILL.md` triggers on "weekly digest", "what did my agent do", "记忆周报", "述职报告". The skill procedure adds