pan-resources SKILL.md skillA

pan-resources from eltmon/overdeck is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add eltmon/overdeck/pan-resources@git:20260618.80fba74

Pins git:20260618.80fba74 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
eltmon/overdeck
Path
sync-sources/skills/pan-resources/SKILL.md
Versions recorded
2
Latest version
git:20260618.80fba74, committed Jun 18, 2026
First version recorded
May 22, 2026
Size
1,586 bytes
Repository stars
35
License
MIT

Show RAM usage by agents, conversations, and system processes — model breakdown, workspace agents, orphan detection.

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

# System Resource Inventory

Run `pan resources` to get a full breakdown of RAM usage across all Overdeck-managed processes.

```bash
pan resources
```

This shows:
- **System RAM/swap** — total, used, available, with color-coded severity
- **Model breakdown** — count and total RAM per AI model (claude-opus, sonnet, kimi, mimo, etc.)
- **Workspace agents** — each running agent with issue ID, role (work/planning/review/test/merge), model, RAM, and start time
- **Conversations** — count, total RAM, oldest, and archival recommendation for old conversations
- **Orphaned processes** — Claude processes NOT tracked by Overdeck (the real bug signal)
- **Other heavy processes** — Chrome, Vite, Java, TTS, Playwright, etc. over 100 MB

## JSON output

For machine consumption:

```bash
pan resources --json
```

## Interpreting results

- **Orphaned processes** (red warning) mean a Claude process is running but not tracked by any conversation or workspace agent. This indicates a bug in lifecycle management.
- **Archival recommendation** shows how many conversations are older than today and how much RAM archiving them would free.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add eltmon/overdeck/pan-resources@sha256:1438e7baf1c5a0a5

The line at the top of this page pins the label git:20260618.80fba74, 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_rk7rwrtnb7c3owfe.svg)](https://markdownregistry.com/a/art_rk7rwrtnb7c3owfe)

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

Versions

The registry has recorded 2 versions of this file, between May 22, 2026 and Jun 18, 2026, about one every 27 days.

versioncommittedcommitsizeaudit
git:20260618.80fba74 latest2026-06-18 80fba74 1,586 BA view · diff
git:20260522.817c2c72026-05-22 817c2c7 1,590 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 (1586 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

eltmon/overdeck · 35 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_rk7rwrtnb7c3owfe
GET https://markdownregistry.com/api/v1/resolve?ref=eltmon/overdeck/pan-resources
GET https://markdownregistry.com/api/v1/blob/1438e7baf1c5a0a5171b83cc9a25112c869f707df8c79dfd4e61d3b0f3cd7421

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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