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it-ram-doctor

it-ram-doctor is a skill for Claude Code from serejaris/personal-corp-os. It costs 58 tokens per session (1,184 once invoked), scanned A, original, MIT.

A memory-cleanup helper for finding processes that keep using a computer's RAM after their work has ended. It takes a read-only snapshot first and only stops processes after the owner gives permission.

In plain words
What is it for?
Use it when a computer is slow, swap is growing, memory pressure is high, or closed applications have left background processes running.
Why use it?
It helps distinguish real memory pressure from normal caching and compression, then identifies abandoned desktop sessions, workers, and other leftovers that can slow a machine.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions Claude Code; mentions Codex.

Part of the personal-corp-os plugin — 32 skills, 1 agent shipped together

not rated 239repo +7 changed 4d ago A scan 58 tokens original MIT

Good fit Use it when a computer is slow, swap is growing, memory pressure is high, or closed applications have left background processes running.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/serejaris/personal-corp-os/it-ram-doctor
View source ↗ serejaris/personal-corp-os
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add serejaris/personal-corp-os --skill it-ram-doctor
Clone the repo
git clone --depth 1 https://github.com/serejaris/personal-corp-os

Made for: Claude Code.

Or install personal-corp-os, the plugin that ships this one along with the rest of its 32 skills, 1 agent.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for it-ram-doctor

README.md
[![agentmods](https://agentmods.dev/badge/skills/serejaris/personal-corp-os/it-ram-doctor/github.svg)](https://agentmods.dev/skills/serejaris/personal-corp-os/it-ram-doctor)
Your own site
<a href="https://agentmods.dev/skills/serejaris/personal-corp-os/it-ram-doctor"><img src="https://agentmods.dev/badge/skills/serejaris/personal-corp-os/it-ram-doctor/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for it-ram-doctor

Your own site · 80×15
<a href="https://agentmods.dev/skills/serejaris/personal-corp-os/it-ram-doctor"><img src="https://agentmods.dev/badge/skills/serejaris/personal-corp-os/it-ram-doctor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,184 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00058 $0.01184
Opus 5.5 $0.00023 $0.00474
Sonnet 5.5 $0.00012 $0.00237
Haiku 4.5 $0.00006 $0.00118

Measured 4d ago against content hash dbbd139ce924, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

it-ram-doctor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/tails-linux.sh, scripts/tails-macos.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/it-ram-doctor/SKILL.md · 66 lines

How it starts

The opening of the file, as written. The whole thing — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.

it-ram-doctor

The snapshot only reads; step 4 kills, and only on the owner's word.

When memory is short

"13 of 16 GB used" and the swap size do not show load: macOS keeps memory busy with cache and compression, and swap does not shrink until a reboot. Memory is short when any of these holds:

  • pressure: sysctl kern.memorystatus_vm_pressure_level is 4 or stays at 2 for long (threshold: on Apple silicon 2 appears under ordinary compression); memory_pressure | tail -1 shows less than 25–30% free;
  • Swapouts in vm_stat grow between two readings a minute apart;
  • swap grows three readings in a row.

No signs: clean only on a direct request. Measure a process by top -o mem or footprint; ps understates the compressed part.

Procedure

  1. Snapshot. From the skill root:

    bash scripts/tails-macos.sh                                                     # local
ssh -o BatchMode=yes -o ConnectTimeout=8 <alias> 'bash -s' < scripts/tails-<os>.sh   # remote

    Keep the script's summary as the "before" and take the top of top -o mem: the table omits launchd services (on Linux, .service units), system processes, Claude.app and children of active sessions, and one live job (a local whisper run, 9 GB) can outweigh all the tails. Done when you hold the table, the summary and the top of top.

  2. Decide. The "Action" column sets what to do with a class (the script prints the Russian labels shown):

    Class What it is Action
    claude-сессия (claude session) Claude Code CLI, bundled with Desktop or standalone kill if a tail
    хвост закрытого приложения (closed-app tail) processes of X.app with PPID 1 while X is not running, and everything under them kill
    сирота (orphan) a worker with PPID 1: omp/bun, Chrome for Testing, npx/MCP, grok/codex; duplicates marked kill
    dev-сервер (dev server) http.server, vite, npm run dev without a parent, older than a day ask
    зомби (zombie) STAT Z older than a minute its parent reaps it: name the parent

Read the full file on GitHub · 66 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago Changed · +1 lines · -25 tokens per session dbbd139ce924
  2. 5d ago First seen · 65 lines · 83 tokens per session scan A 23c008784609

Subscribe to this mod's changes

it-ram-doctor is a skill published in the GitHub repository serejaris/personal-corp-os (239 stars, last pushed today), licensed MIT. It adds 58 tokens to every session and 1,184 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-21.

Claude CodeDebuggingProductivityagentic-workflowsai-agentsclaude-code-skillsopen-sourceskills
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