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 qaml-ai/camelAI --skill deterministic-automationsgit clone --depth 1 https://github.com/qaml-ai/camelAIWrote 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/qaml-ai/camelai/deterministic-automations)<a href="https://agentmods.dev/skills/qaml-ai/camelai/deterministic-automations"><img src="https://agentmods.dev/badge/skills/qaml-ai/camelai/deterministic-automations/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/qaml-ai/camelai/deterministic-automations"><img src="https://agentmods.dev/badge/skills/qaml-ai/camelai/deterministic-automations.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 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 Data Exfiltration · line 107 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Data Exfiltration · line 107 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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 | $0.00058 | $0.01507 |
| Opus 5 | $0.00029 | $0.00754 |
| Sonnet 5 | $0.00012 | $0.00301 |
| Haiku 4.5 | $0.00006 | $0.00151 |
Grade B, and why
deterministic-automations scanned grade B 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 9d 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.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
const response = await fetch("https://api.example.com/sync", { method: "POST" }); How it starts
The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Workflows
Workflows are workspace-scoped Cloudflare Dynamic Workflow scripts. They run deterministic JavaScript code on a UTC cron schedule without sending a prompt to a chat thread.
Use agent tasks when the user wants the agent to think or write a reply later. Use workflows when the user wants predictable code execution, durable workflow steps, retries, sleeps, or event waits.
Tools
list_workflows- list workspace workflows and their virtual source paths.validate_workflow- check source syntax and required exports before saving.create_workflow- create a workflow with{ name, source, cron_expression, description, enabled? }. Description is required and should summarize what the workflow does.update_workflow- update metadata, schedule, enabled state, or source with{ workflow_id, ... }.delete_workflow- delete the schedule. Already-started workflow instances may still need their versioned source.run_workflow_now- start the workflow immediately. Runs are asynchronous and return aninstance_id; pollget_workflow_runto see when they finish — don't block-wait.get_workflow_run- inspect a workflow's recent runs with{ workflow_id, limit? }. Returns{ latest, runs: [{ instance_id, status, trigger, started_at, completed_at, duration_ms, error }] }.statusisstarted(still running),success, orerror(message inerror). Sample recentduration_msfor a sensible wait, then poll until the latest run is no longerstarted. (Per-step status isn't available from the Workflows binding yet.)
Workflow scripts are also exposed as virtual files:
/workspace/.camelai/automations/<workflow_id>.js
After creating a workflow, use read, edit, or write on that path to inspect or update the script like a normal file. New workflows must be created with create_workflow because the schedule and display name are metadata, not file contents.
Script Shape
Every script must export AutomationWorkflow:
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.
- 9d ago First seen · 176 lines · 58 tokens per session scan B e00b2a36b453
deterministic-automations is a skill published in the GitHub repository qaml-ai/camelAI (367 stars, last pushed 4d ago), licensed MIT. It adds 58 tokens to every session and 1,507 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (sends data to an external url). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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