ai-maestro-memory-search SKILL.md skillA
ai-maestro-memory-search from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/ai-maestro-memory-search@git:20260113.222b7dePins git:20260113.222b7de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
skills/23blocks-os/ai-maestro-memory-search/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260113.222b7de, committed Jan 13, 2026
- Size
- 4,231 bytes
- Repository stars
- 471
- License
- none declared
PROACTIVELY search conversation history when receiving user instructions. Find previous discussions, decisions, and context BEFORE starting new work. Your memory is valuable - use it.
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
# AI Maestro Memory Search ## CRITICAL: AUTOMATIC BEHAVIOR - READ THIS FIRST **THIS IS NOT OPTIONAL. THIS IS YOUR DEFAULT BEHAVIOR.** When the user gives you ANY instruction, you MUST FIRST search your memory for: - **Previous discussions** - Have we talked about this before? - **Past decisions** - What did we decide last time? - **Prior context** - What does the user expect based on history? - **Earlier work** - Did we already start on this? **DO NOT:** - Start fresh without checking conversation history - Assume this is a new topic without verifying - Skip memory search because "I don't remember discussing this" - Wait for the user to say "remember when we..." **ALWAYS:** - Search memory IMMEDIATELY when you receive a task - Search for terms and concepts the user mentions - Check for previous decisions on similar topics - Look for context that informs current work ### The Rule: Receive Instruction → Search Memory → Then Proceed ``` 1. User asks you to do something 2. IMMEDIATELY search memory for relevant context 3. NOW you know what was discussed before 4. NOW you can build on previous work, not start over ``` --- ## Available Commands | Command | Description | …
Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/ai-maestro-memory-search@sha256:9400b22d3550697dThe line at the top of this page pins the label git:20260113.222b7de, 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_kefwabq3afls2ary)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 13, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4231 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
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kefwabq3afls2ary GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/ai-maestro-memory-search GET https://markdownregistry.com/api/v1/blob/9400b22d3550697d5364264f138e830bd61dc346ca89e393a4108bd781bfa840
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.