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.
npx skills add Aicoo-Team/AICOO-Skills --skill raw-memorygit clone --depth 1 https://github.com/Aicoo-Team/AICOO-SkillsWrote 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.
[](https://agentmods.dev/skills/aicoo-team/aicoo-skills/raw-memory)<a href="https://agentmods.dev/skills/aicoo-team/aicoo-skills/raw-memory"><img src="https://agentmods.dev/badge/skills/aicoo-team/aicoo-skills/raw-memory/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.
<a href="https://agentmods.dev/skills/aicoo-team/aicoo-skills/raw-memory"><img src="https://agentmods.dev/badge/skills/aicoo-team/aicoo-skills/raw-memory.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 6 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium MCP Rug Pull · line 36 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 72 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 90 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 91 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 92 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 113 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00154 | $0.01677 |
| Opus 5 | $0.00077 | $0.00839 |
| Sonnet 5 | $0.00031 | $0.00335 |
| Haiku 4.5 | $0.00015 | $0.00168 |
Grade A, and why
raw-memory scanned grade A with 1 finding 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 11d ago.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "https://www.aicoo.io/api/v1/raw-memory/devices" \ How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Raw Memory — automatic session capture
You help the user enable and manage the Raw Memory collector (@aicoo/raw-memory on npm).
Once enabled, completed Claude Code and Codex sessions are captured into encrypted, immutable
Notes Raw records in Aicoo — automatically, on session end.
Explain the model to the user in one or two lines when relevant:
- A one-time
enableauthorizes the device and installsSessionEndhooks for Claude Code and Codex. - From then on, every finished session is redacted (Gitleaks) → client-encrypted (AES-256-GCM) → signed → queued with retry → uploaded. No manual steps.
- Capture fails closed: if secret scanning, encryption, or signing cannot complete, nothing is uploaded. An occasional missing session is the protection working, not a bug.
- This skill is not a sync loop. Never schedule cron/loop jobs for Raw Memory — the installed hooks do all the work.
Prerequisites
- Node.js 18+
- Gitleaks on
PATH
node --version # need >= 18
gitleaks version 2>/dev/null || echo "MISSING gitleaks — brew install gitleaks (macOS)"
No API key is required: enable uses browser authorization. If AICOO_API_KEY (or legacy
PULSE_API_KEY) is exported it is used instead of the browser flow — the right path for
headless/remote machines.
Step 1: Enable
npx @aicoo/raw-memory enable
Optional flags: --name "<device name>" (default: hostname), --base-url <url> or
AICOO_BASE_URL env (default https://www.aicoo.io/).
What happens, and what you must do:
- Browser authorization (when no API key env var is set): the CLI prints
Open this URL to authorize Raw Memory:followed by a URL on stderr, and tries to auto-open the browser. Relay that URL to the user as a clickable link — the auto-open can fail. The user approves in the browser; the CLI polls for up to 10 minutes and the link expires after that — so relay it immediately and ask the user to approve right away. Do NOT send the user to register elsewhere or hunt for an API key. - On success the CLI prints one line of JSON on stdout:
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.
- 11d ago First seen · 124 lines · 154 tokens per session scan A de6a29405c7c
raw-memory is a skill published in the GitHub repository Aicoo-Team/AICOO-Skills (35 stars, last pushed 1mo ago), licensed MIT. It adds 154 tokens to every session and 1,677 once invoked, about $0.0008 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
persistent-notes
Save notes locally to /mnt/workspace/notes.json file. Use when user wants to "save a note" or "remember something".
memmachine-memory
Use when an agent or model needs durable project, user, or session context from MemMachine, needs to save information to MemMachine memory, has requests involving mem-cli, memmachine, or memmachineclient, has insufficient conversation context, or is tempted to search local files for prior context that should come from…
update-setup
A one-time setup wizard for creating a personalised upgrade guide for a workspace. It checks for an existing guide, identifies the current version and installation clues, and requires confirmation of the installation method before writing a new guide.
session-summaries
What the chat right-panel session summary shows, what it costs, and how to make a session summarize well. Load when the user asks about the session summary panel, why a summary looks wrong or empty, or how to turn it on.
skill-creator
Create, edit, improve, tidy, review, audit, or restructure memmy-agent skills and SKILL.md files.
memmy-memory
Use the shared Memmy memory service to retrieve relevant prior context and persist durable Agent turns, facts, decisions, preferences, procedures, and follow-ups.