Borrowing it
Nothing to install: this file belongs to OpenAgentsInc/openagents. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/OpenAgentsInc/openagents/main/.agents/skills/decision-api/SKILL.mdgit clone --depth 1 https://github.com/OpenAgentsInc/openagentsWrote 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/openagentsinc/openagents/decision-api)<a href="https://agentmods.dev/skills/openagentsinc/openagents/decision-api"><img src="https://agentmods.dev/badge/skills/openagentsinc/openagents/decision-api/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/openagentsinc/openagents/decision-api"><img src="https://agentmods.dev/badge/skills/openagentsinc/openagents/decision-api.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00113 | $0.01088 |
| Opus 5.5 | $0.00045 | $0.00435 |
| Sonnet 5.5 | $0.00023 | $0.00218 |
| Haiku 4.5 | $0.00011 | $0.00109 |
Grade A, and why
decision-api 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 27d 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.
- `docs/decision-models/examples/` — runnable curl and `oak` examples. How it starts
The opening of the file, as written. The whole thing — 101 lines — stays where its author put it; the contents beside it link to each section on GitHub.
The decision API for callers
The service answers questions instead of generating text. One request carries one state (the JSON or text under judgment) and a map of typed questions; the response carries one typed answer per question with probabilities. There is no streaming prose and no chat history — each call is complete and independent.
The contract
POST /v1/systemone
Authorization: Bearer oak_<id>.<secret>
Content-Type: application/json
{
"model": "shared-kev",
"state": "I was charged twice on the March invoice.",
"questions": {
"refund": {"type": "noul", "instructions": "Does the customer ask for money back?"}
}
}
{"model": "shared-kev", "answers": {"refund": {"type": "noul", "noul": 0.91}},
"usage": {"input_tokens": 412, "output_tokens": 2}}
GET /v1/models lists the doors the credential may name in model. Three
question types:
noul— probability a condition holds (noulfield, 0–1).choice— pick one ofcriteria's named options (choice,confidence,probabilities).score— probability-weighted position on 2–10 orderedcriterialevels (score,confidence,probabilities,legend).
Question ids are caller-side only — the model sees instructions and
criteria, never the id. Include a no-match option in a choice when
nothing may fit.
Refusals, retries, and identity
Errors are typed: {"error": {"code", "message"}}. Gateway-owned codes
are stable (unauthenticated, door_not_bound, invalid_request,
too_many_questions, too_many_options, idempotency_conflict,
rate_limited, busy, overloaded, quota_exhausted,
door_unavailable, identity_mismatch, unavailable); a backend may add
its own refusal codes. Treat rate_limited/busy/overloaded and 5xx
as retryable — honor Retry-After — and quota_exhausted as a daily
budget that retrying cannot fix.
Send Idempotency-Key on work you may retry and increment X-Attempt per
attempt: the service settles quota by (request, attempt), a retried
request shares one reservation, and a settled pair reused against changed
content answers 409. The x-request-id response header is the identity
to quote when reporting a call.
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.
- 27d ago Changed · +2 lines 3555f9489469
- 1mo ago First seen · 99 lines · 113 tokens per session scan A f2e478f0eb58
decision-api is a skill published in the GitHub repository OpenAgentsInc/openagents (458 stars, last pushed today), licensed Apache-2.0. It adds 113 tokens to every session and 1,088 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-09-22.
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