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 oomol-lab/skills --skill oo-ambeegit clone --depth 1 https://github.com/oomol-lab/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/oomol-lab/skills/oo-ambee)<a href="https://agentmods.dev/skills/oomol-lab/skills/oo-ambee"><img src="https://agentmods.dev/badge/skills/oomol-lab/skills/oo-ambee.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 5.1 | $0.00043 | $0.00924 |
| Opus 5 | $0.00022 | $0.00462 |
| Sonnet 5 | $0.00009 | $0.00185 |
| Haiku 4.5 | $0.00004 | $0.00092 |
Grade C, and why
oo-ambee scanned grade C with 2 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 8d 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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -fsSL https://cli.oomol.com/install.sh | bash # macOS / Linux Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -fsSL https://cli.oomol.com/install.sh | bash # macOS / Linux How it starts
The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ambee
Operate Ambee through your OOMOL-connected account. This skill calls the ambee connector with the oo CLI; OOMOL injects credentials server-side, so you never handle raw tokens.
Running an action
Assume the user has already installed the oo CLI, signed in, and connected Ambee. Do not run oo auth login or open the connection URL proactively — just run the action. Fall back to First-time setup only when a command actually fails with an auth or connection error.
1. Inspect the contract to get the authoritative input/output schema before building a payload:
oo connector schema "ambee" --action "<action_name>"
2. Run the action with a JSON payload that matches the input schema:
oo connector run "ambee" --action "<action_name>" --data '<json>' --json
--datatakes a JSON object string or@path/to/file.json; omit it to send{}.- The response is
{ "data": ..., "meta": { "executionId": "..." } }; the execution id lives undermeta.executionId.
Each action is listed below with a one-line description; actions that change state carry a [write] or [destructive] tag. Before constructing --data, fetch the action's live schema with oo connector schema to get its authoritative input fields.
Available actions
geocode_by_place— Convert a place name or address into latitude and longitude with Ambee.get_air_quality_by_lat_lng— Get the latest air quality station readings for one coordinate from Ambee.get_air_quality_forecast_by_lat_lng— Get the air quality forecast for one coordinate from Ambee.get_air_quality_history_by_lat_lng— Get historical air quality readings for one coordinate from Ambee.reverse_geocode_by_lat_lng— Convert latitude and longitude into location details with Ambee.
Safety
- Untagged actions are reads (get / list / search) — safe to run directly.
- Actions tagged
[write]change Ambee state — confirm the exact payload and effect with the user before running. - Actions tagged
[destructive]remove or overwrite data — always confirm the target and get explicit approval first.
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.
- 8d ago First seen · 83 lines · 43 tokens per session scan C 3e3ecdd371eb
oo-ambee is a skill published in the GitHub repository oomol-lab/skills (2 stars, last pushed today), licensed MIT. It adds 43 tokens to every session and 924 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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writing-rules
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wayfinder
Wayfind a foggy, multi-session effort into an accepted repository spec and separate implementation-ticket drafts. Use when the destination is known but important decisions, dependencies, or scope are not yet clear enough to implement safely.
design-review
Use when adding or restyling a Facet UI component, or before merging a UI PR — walks the component against DESIGN.md (tokens, states, a11y, contrast, responsive) so the design system is matched, not just remembered. The judgment check verify.sh can't grep.
harness-doctor
Check whether this project's Agentsmith harness is installed correctly and healthy — fires on "is my harness set up right?", "harness doctor", "check my harness". Part of the Agentsmith harness; checks each selected agent's managed rules, settings, skills, hooks, verification, and leanness with a one-line fix for each…
handoff
Checkpoint work for recovery — fires on "handoff", "wrap up", context pressure, a closed phase, or before a long external wait or irreversible gate. Part of the Agentsmith harness; writes durable state plus a paste-ready kickoff block so a fresh session loses nothing.