tmem-cli SKILL.md skillA

tmem-cli 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/tmem-cli@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/tmem-cli/SKILL.md
Versions recorded
6
Latest version
git:20260907.5c2d21d, committed Sep 7, 2026
First version recorded
May 29, 2026
Size
7,935 bytes
Repository stars
12
License
a license file GitHub does not identify

Inspect/manage the local memory store via the tmem CLI — counts, keyword/hybrid search, view persona, list/open scenes (tmem scene <name>), recent changes, sync vectors, thresholds, and cross-project search (tmem search <q> --all, tmem projects). Trigger on "how many memories", "show my persona", "what scenes exist", "search memories for X", "search across all projects".

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

# tmem CLI

`tmem` is the memory store's command-line tool. Run it via Bash.

## Most-used

```bash
tmem status                 # counts + persona + scenes + capture state at a glance
tmem recall "<query>"       # hybrid recall (FTS5 + vector + RRF) + L2 scene-navigation — exactly what the hook injects
tmem search "<query>"       # fast FTS5 keyword search (no vectors)
tmem scene <name>           # print ONE full scene block by name
tmem scenes list            # list scene blocks (name, heat, updated, summary)
tmem persona                # show the persona document
```

## Scene navigation → on-demand read (progressive disclosure)

Each turn, recall injects a `<scene-navigation>` block: a heat-ranked **index** of scene
blocks (name + heat + summary), project scenes first, then global. It does NOT inline full
scene content. When a summary looks relevant, load the full block with:

```bash
tmem scene <name>           # <name> is the index entry, e.g. implementation-progress
```

`tmem scene` resolves project-first, then global. Names also come from `tmem scenes list`.

## Cross-project memory

Each project keys its own store by the project **root** (the nearest `.git` ancestor; a
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add baodq97/tencentdb-agent-memory/tmem-cli@sha256:03d8e51a94aa48de

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 badge

[![mdr](https://markdownregistry.com/badge/art_sq4soovmouguprfu.svg)](https://markdownregistry.com/a/art_sq4soovmouguprfu)

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

Versions

The registry has recorded 6 versions of this file, between May 29, 2026 and Sep 7, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
git:20260907.5c2d21d latest2026-09-07 5c2d21d 7,935 BA view · diff
git:20260805.fa6447a2026-08-05 fa6447a 7,897 BA view · diff
git:20260805.85b0dc82026-08-05 85b0dc8 7,185 BA view · diff
git:20260731.937a6382026-07-31 937a638 6,426 BA view · diff
git:20260629.f3872be2026-06-29 f3872be 5,954 BA view · diff
git:20260529.4573e162026-05-29 4573e16 4,233 BA 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 (7935 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_sq4soovmouguprfu
GET https://markdownregistry.com/api/v1/resolve?ref=baodq97/tencentdb-agent-memory/tmem-cli
GET https://markdownregistry.com/api/v1/blob/03d8e51a94aa48defd95262346afc90470d6f781c58ececb23476e5bba8a7a9e

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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