Home / baodq97 / tencentdb-agent-memory · GitHub

memory-consolidate SKILL.md skillA

memory-consolidate from baodq97/tencentdb-agent-memory is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add baodq97/tencentdb-agent-memory/memory-consolidate@git:20260907.5c2d21d

Pins git:20260907.5c2d21d in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: baodq97/tencentdb-agent-memory
Path: skills/memory-consolidate/SKILL.md
Versions recorded: 6
Latest version: git:20260907.5c2d21d, committed Sep 7, 2026
First version recorded: Jul 31, 2026
Size: 19,421 bytes
Repository stars: 12
License: a license file GitHub does not identify

Consolidate L1 memory atoms into L2 scene blocks and L3 persona. Invoked by the memory-consolidator agent, or manually via /memory-consolidate.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Memory Consolidation

Analyze L1 atoms and produce L2 scene blocks + L3 persona. You perform all reasoning — no external LLM needed.

## Scope boundary (read first)

Consolidation is a **distillation of the memory store's own atoms** — NOT a code
audit. Work ONLY from what `tmem consolidate-context` returns (atoms, scenes,
persona, changelog). Do **NOT** `grep`, `find`, `cat`, `ls`, `sed`, read repo
source/docs, or otherwise explore the filesystem — measured, that "spelunking" is
the single largest cost driver of a consolidation run and adds no quality. If the
atoms are thin, write less; never go looking in the repo to pad a scene.

## Workflow

### 1. Load the consolidation context — ONE call

```bash
tmem consolidate-context     # status + scenes + atoms DELTA + persona + doctrine + changelog, as JSON
```

This single call replaces the old status / scenes-list / atoms / persona reads.
Parse the JSON once:

- `busy: true` — another consolidation already holds this project's store. **Stop
  here.** Do not read, fold or write anything; there is no partial work to do and
  two folds of one store overwrite each other's merges. Report the message and
  finish.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add baodq97/tencentdb-agent-memory/memory-consolidate@sha256:8d30feadb5cb5c3a

The line at the top of this page pins the label git:20260907.5c2d21d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_mm55brxcggbbf4cn.svg)](https://markdownregistry.com/a/art_mm55brxcggbbf4cn)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jul 31, 2026 and Sep 7, 2026, about one every 8 days.

version	committed	commit	size	audit
git:20260907.5c2d21d latest	2026-09-07	5c2d21d	19,421 B	A	view · diff
git:20260810.c1714c3	2026-08-10	c1714c3	18,951 B	A	view · diff
git:20260805.d5511f3	2026-08-05	d5511f3	17,968 B	A	view · diff
git:20260805.55f1371	2026-08-05	55f1371	16,086 B	A	view · diff
git:20260803.3679233	2026-08-03	3679233	11,546 B	A	view · diff
git:20260731.937a638	2026-07-31	937a638	2,976 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (19421 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

baodq97/tencentdb-agent-memory · 12 stars · license a license file GitHub does not identify · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_mm55brxcggbbf4cn
GET https://markdownregistry.com/api/v1/resolve?ref=baodq97/tencentdb-agent-memory/memory-consolidate
GET https://markdownregistry.com/api/v1/blob/8d30feadb5cb5c3a9a963df831848f10fe21e72d981227c82021025b7f066539

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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baodq97/tencentdb-agent-memory · skills/contrib-consolidate/SKILL.md · Internal phase — consolidate a contributor's L1 atoms into an L3 persona (11 dimensions). Invoked by contrib-profile /…