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 agentmods add skills/researai/meos/skillnpx skills add ResearAI/MeOS --skill skillgit clone --depth 1 https://github.com/ResearAI/MeOSWrote 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/researai/meos/skill)<a href="https://agentmods.dev/skills/researai/meos/skill"><img src="https://agentmods.dev/badge/skills/researai/meos/skill.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00055 | $0.01203 |
| Opus 5 | $0.00028 | $0.00602 |
| Sonnet 5 | $0.00011 | $0.00241 |
| Haiku 4.5 | $0.00006 | $0.00120 |
Grade A, and why
meos 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 5d 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.
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.
How it starts
The opening of the file, as written. The whole thing — 153 lines — stays where its author put it; the contents beside it link to each section on GitHub.
MeOS
MeOS is a local-first operating-layer skill.
It is not a chat memory dump. It is not literal roleplay. It is not a one-shot profile summary.
It exists to keep the owner's long-lived working assets and person-level operating traits readable, editable, and reusable.
Modes
initrefreshapply
init
Use when MeOS has not been built yet and the agent must create the first durable asset set from local history sources.
refresh
Use when new history or new corrections exist and the agent must update existing assets without duplicating or overwriting them blindly.
apply
Use when the current task should be executed with MeOS calibration and only stable new information should be written back.
apply is the most important mode in real usage.
It is what makes MeOS useful in later tasks instead of becoming an archive-only system.
Hard rules
- Do not treat one-off behavior as a stable rule.
- Prefer explicit user statements over inferred patterns.
- Prefer correction signals over older assumptions.
- Do not promote a fact into
assets/unless its evidence is strong enough. - Keep private raw material out of git by default.
- Do not store secrets, tokens, or unnecessary personal identifiers in reusable assets.
- If evidence is weak or conflicting, store it in
evidence/instead of pretending certainty. - Align to the owner's stable working personality, but do not invent a theatrical persona or psychologize beyond the evidence.
Repository layout
references/- operating manuals for extraction, promotion, privacy, and writeback
schemas/- JSON schemas for durable entries
assets/- stable, reusable owner assets
evidence/- raw promoted facts, claim records, conflict records, and source maps
runtime/- local run state, graph outputs, and alignment packets
private/- imported raw history and local-only material
Reading order
For init
- Read
references/source-locations.md - Read
references/extraction-sop.md - Read
references/graph-ontology.md - Read
references/claim-scoring-policy.md - Read
references/promotion-policy.md - Read
references/privacy-policy.md - Read
references/writeback-policy.md
What ships with it
60 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.
- assets/corrections/overrides.md 121 B
- assets/examples/engineering/corrections/overrides.md 196 B
- assets/examples/engineering/principles/tradeoffs.md 349 B
- assets/examples/engineering/README.md 174 B
- assets/examples/engineering/taste/ui-product.md 320 B
- assets/examples/engineering/thought-style/reasoning-patterns.md 391 B
- assets/examples/engineering/work/technical-standards.md 619 B
- assets/examples/engineering/workflow/default-operating-sequence.md 449 B
- assets/examples/minimal/corrections/overrides.md 228 B
- assets/examples/minimal/principles/tradeoffs.md 256 B
- assets/examples/minimal/README.md 164 B
- assets/examples/minimal/taste/ui-product.md 251 B
- assets/examples/minimal/thought-style/reasoning-patterns.md 368 B
- assets/examples/minimal/work/technical-standards.md 549 B
- assets/examples/minimal/workflow/default-operating-sequence.md 337 B
- assets/examples/product/corrections/overrides.md 151 B
- assets/examples/product/principles/tradeoffs.md 202 B
- assets/examples/product/README.md 133 B
- assets/examples/product/taste/ui-product.md 249 B
- assets/examples/product/thought-style/reasoning-patterns.md 312 B
- assets/examples/product/work/technical-standards.md 304 B
- assets/examples/product/workflow/default-operating-sequence.md 351 B
- assets/examples/README.md 143 B
- assets/examples/research/corrections/overrides.md 237 B
- assets/examples/research/principles/tradeoffs.md 305 B
- assets/examples/research/README.md 135 B
- assets/examples/research/taste/ui-product.md 351 B
- assets/examples/research/thought-style/reasoning-patterns.md 352 B
- assets/examples/research/work/technical-standards.md 538 B
- assets/examples/research/workflow/default-operating-sequence.md 365 B
- assets/INDEX.md 509 B
- assets/knowledge/episodic.md 227 B
- assets/knowledge/procedural.md 179 B
- assets/knowledge/README.md 114 B
- assets/knowledge/semantic.md 181 B
- assets/live/README.md 94 B
- assets/preferences/input.md 107 B
- assets/preferences/interests.md 118 B
- assets/preferences/output.md 111 B
- assets/preferences/README.md 80 B
- assets/principles/README.md 102 B
- assets/principles/tradeoffs.md 207 B
- assets/taste/README.md 78 B
- assets/taste/ui-product.md 196 B
- assets/templates/corrections/overrides.template.md 97 B
- assets/templates/knowledge/episodic.template.md 85 B
- assets/templates/knowledge/procedural.template.md 122 B
- assets/templates/knowledge/semantic.template.md 90 B
- assets/templates/preferences/input.template.md 69 B
- assets/templates/preferences/interests.template.md 67 B
- assets/templates/preferences/output.template.md 78 B
- assets/templates/principles/tradeoffs.template.md 142 B
- assets/templates/README.md 97 B
- assets/templates/taste/ui-product.template.md 111 B
- assets/templates/thought-style/reasoning-patterns.template.md 148 B
- assets/templates/work/technical-standards.template.md 142 B
- assets/templates/workflow/default-operating-sequence.template.md 148 B
- assets/thought-style/README.md 111 B
- assets/thought-style/reasoning-patterns.md 236 B
- assets/work/README.md 98 B
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.
- 5d ago First seen · 153 lines · 55 tokens per session scan A 3a76a329183d
meos is a skill published in the GitHub repository ResearAI/MeOS (20 stars, last pushed 4mo ago), licensed MIT. It adds 55 tokens to every session and 1,203 once invoked, about $0.0003 per session on Opus 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 2026-08-30.
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../../../engineering/agent-memory/skills/agent-memory/SKILL.md.
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