memory-maintenance SKILL.md skillA
memory-maintenance from rjmurillo/ai-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rjmurillo/ai-agents/memory-maintenance@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rjmurillo/ai-agents
- Path
.claude/skills/memory-maintenance/SKILL.md- Versions recorded
- 5
- Latest version
- v0.1.0, committed Sep 25, 2026
- First version recorded
- Jul 28, 2026
- Size
- 8,478 bytes
- Repository stars
- 48
- License
- MIT
Memory-system maintenance operations, split out of the memory router.
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 Maintenance
Health, budget, atomicity, and performance operations for the memory system,
extracted from the `memory` router per ADR-063 (memory-skill decomposition).
`memory` still routes here; an agent that only needs to check system health or
count a memory's token cost loads this sub-skill instead of the full router.
Maintenance is a family of read-mostly checks over the memory stores. Every
operation delegates to a canonical script under `.claude/skills/memory/scripts/`;
this sub-skill owns the operator guidance, not the script implementations. The
scripts are shared with the router and are not reimplemented here.
## Triggers
Use this skill when the user says:
- `check memory health` for the tier-availability dashboard
- `count memory tokens` for retrieval budget analysis
- `benchmark memory performance` for Serena search latency
## Quick Start
```bash
SCRIPTS_DIR="${COPILOT_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-.claude}}/skills/memory/scripts"
# System health across all tiers
python3 "$SCRIPTS_DIR/test_memory_health.py" --format table
# Token cost of a memory before you retrieve it
python3 "$SCRIPTS_DIR/count_memory_tokens.py" <memory-file>
…Read the whole file at its exact version.
How to install
mdr add rjmurillo/ai-agents/memory-maintenance@sha256:755ce9706b4620b7The line at the top of this page pins the label v0.1.0, 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_zte2zwcwhse4a5ci)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 28, 2026 and Sep 25, 2026, about one every 15 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-09-25 | 3fda96c | 8,478 B | A | view · diff |
| v0.1.0 | 2026-09-23 | f45e807 | 8,292 B | A | view · diff |
| v0.1.0 | 2026-09-11 | 53ffe92 | 8,240 B | A | view · diff |
| v0.1.0 | 2026-09-05 | 19f257b | 8,249 B | A | view · diff |
| v0.1.0 | 2026-07-28 | ffe2320 | 8,181 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 (8478 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
rjmurillo/ai-agents · 48 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zte2zwcwhse4a5ci GET https://markdownregistry.com/api/v1/resolve?ref=rjmurillo/ai-agents/memory-maintenance GET https://markdownregistry.com/api/v1/blob/755ce9706b4620b75b7eee2d0ff0c86db81763ce97fc6c0bb23be51617e61fed
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.