memory-recall SKILL.md skillC
memory-recall from star-ga/mind-mem is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add star-ga/mind-mem/memory-recall@git:20260218.460f4b7Pins git:20260218.460f4b7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- star-ga/mind-mem
- Path
skills/memory-recall/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260218.460f4b7, committed Feb 18, 2026
- Size
- 2,196 bytes
- Repository stars
- 18
- License
- Apache-2.0
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
# /recall — Memory Search
Search across all structured memory files. Default backend: BM25 scoring with Porter stemming and domain-aware query expansion. Optional: graph-based cross-reference boosting (`--graph`). Optional: vector/embedding backend (configure in mind-mem.json). Returns ranked results with block ID, type, score, excerpt, and file path.
## When to Use
- Before making decisions (check if a similar decision already exists)
- When asked about past events, decisions, or tasks
- To find related context for a current problem
- To check what's known about a person, project, or tool
- To explore connections between decisions and tasks (`--graph`)
## How to Run
### Basic Search
```bash
python3 maintenance/recall.py --query "authentication" --workspace "${MIND_MEM_WORKSPACE:-.}"
```
### Graph-Boosted Search (cross-reference neighbor discovery)
```bash
python3 maintenance/recall.py --query "database" --graph --workspace "${MIND_MEM_WORKSPACE:-.}"
```
### JSON Output (for programmatic use)
```bash
python3 maintenance/recall.py --query "auth" --workspace "${MIND_MEM_WORKSPACE:-.}" --json --limit 5
```
### Active Items Only
```bash
…Read the whole file at its exact version.
How to install
mdr add star-ga/mind-mem/memory-recall@sha256:505c7f683c930e60The line at the top of this page pins the label git:20260218.460f4b7, 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.
[](https://markdownregistry.com/a/art_a4xgknrmangcjmqq)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Feb 18, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2196 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
star-ga/mind-mem · 18 stars · license Apache-2.0 · pushed 2026-10-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_a4xgknrmangcjmqq GET https://markdownregistry.com/api/v1/resolve?ref=star-ga/mind-mem/memory-recall GET https://markdownregistry.com/api/v1/blob/505c7f683c930e60a052103cef5ae6875cde226c2d21808f95b937a03ee7ded8
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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