long-term-user-memory SKILL.md skillA
long-term-user-memory from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/long-term-user-memory@git:20260728.fac4544Pins git:20260728.fac4544 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/ai-memory-rag/long-term-user-memory/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260728.fac4544, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 2,024 bytes
- Repository stars
- 14
- License
- MIT
Persist facts about a user across sessions with provenance, correction, and expiry, so an assistant improves rather than accumulating stale assumptions. Use when an assistant should remember a user between conversations.
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
# Long-term user memory Memory across sessions makes an assistant feel personal and makes its errors persistent. A wrong fact learned once is repeated for months, which is why writing memory needs more discipline than reading it. ## Method 1. **Store one fact per record with its source.** What was learned, when, and from which conversation, because a fact you cannot trace cannot be assessed later. 2. **Write sparingly and deliberately.** Stable, reusable facts only. Recording every passing detail produces a memory that is mostly noise (see data-minimization). 3. **Distinguish stated from inferred.** A preference the user articulated is far stronger than one deduced from behaviour, and they should not be treated alike. 4. **Retrieve by relevance to the current task.** Injecting the entire memory into every prompt wastes context and dilutes attention (see context-compression). 5. **Let users see, edit, and delete.** Memory the user cannot inspect is both a trust problem and a compliance one (see subject-access-requests). 6. **Expire what goes stale.** Project details, current employer, and …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/long-term-user-memory@sha256:ea823214dca8c263The line at the top of this page pins the label git:20260728.fac4544, 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_ciyryjfvtsp5megk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.fac4544 latest | 2026-07-28 | fac4544 | 2,024 B | A | view · diff |
| git:20260728.fe84bd4 | 2026-07-28 | fe84bd4 | 2,024 B | A | view |
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 (2024 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ciyryjfvtsp5megk GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/long-term-user-memory GET https://markdownregistry.com/api/v1/blob/ea823214dca8c263477d04292514fc4a58a59983b952ddd7ad66f11f363076c3
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.