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 AURORA-NEURO/aurora-agent --skill aurora-sdksgit clone --depth 1 https://github.com/AURORA-NEURO/aurora-agentWrote 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/aurora-neuro/aurora-agent/aurora-sdks)<a href="https://agentmods.dev/skills/aurora-neuro/aurora-agent/aurora-sdks"><img src="https://agentmods.dev/badge/skills/aurora-neuro/aurora-agent/aurora-sdks/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/aurora-neuro/aurora-agent/aurora-sdks"><img src="https://agentmods.dev/badge/skills/aurora-neuro/aurora-agent/aurora-sdks.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 | $0.00062 | $0.00685 |
| Opus 5 | $0.00031 | $0.00342 |
| Sonnet 5 | $0.00012 | $0.00137 |
| Haiku 4.5 | $0.00006 | $0.00068 |
Grade B, and why
aurora-sdks 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 10d 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.
Asks the agent to reveal its instructionsmediumSystem prompt leakage
Directions to print, repeat or translate the system prompt extract configuration the operator did not intend to expose.
header, or secret argument* — keys come only from a no-echo prompt or a named How it starts
The opening of the file, as written. The whole thing — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Integrating with aurora-agent
Three transports, one Rust implementation — a REST call and an MCP
tools/call reach exactly the same code and produce the same evidence-bearing
result.
HTTP gateway (bioprism-api)
Launch (from the checkout root; docs/HTTP_API.md is the full reference):
cargo run -p bioprism-api -- --root . --bind 127.0.0.1:8787 \
--token <at-least-16-visible-bytes> \
--mission-state .local/mission-state.json \
--mission-queue-state .local/mission-queue.json \
--event-state .local/event-state.json \
--reconciliation-state .local/reconciliation-state.json \
--artifact-state .local/artifact-state.json
- Health (public):
GET /healthz,GET /readyz. Machine contract:GET /v1/openapi.json; link indexGET /v1. - Any of the MCP tools:
POST /v1/tools/{name}with a JSON object body; JSON-RPC atPOST /v1/rpc. - Bearer auth, constant-time compare; CORS for local tools; every response
carries
X-Request-Id. No TLS/HTTP2 — put a reverse proxy in front. - Refusal semantics ride INSIDE the envelope: check
mcp.result.isErrorplus the inner{"ok": false, "error": ...}— outer HTTP 200 does not mean the tool succeeded.
TypeScript SDK
typescript/ in the checkout — @aurora-neuro/prism-sdk, ESM,
zero runtime dependencies. ApiClient covers essentially the whole REST
surface (~349 methods) plus helpers: waitMission, eventStream (SSE),
toolChecked (schema-aware preflight then call). Build: npm ci --ignore-scripts && npm run build; tests use Node's built-in runner.
Python SDK
python/ in the checkout — prism-sdk, requires-python >= 3.11,
zero dependencies, console script aurora-agent
(python -m prism_sdk also works). Sync + asyncio MCP clients and
ApiClient/AsyncApiClient for HTTP. Security invariant worth preserving in
anything you build on it: the CLI parser deliberately has no API-key, token,
header, or secret argument — keys come only from a no-echo prompt or a named
environment variable, and no shell is ever started by that boundary.
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.
- 10d ago First seen · 59 lines · 62 tokens per session scan B 428e2ed23297
aurora-sdks is a skill published in the GitHub repository AURORA-NEURO/aurora-agent (1 stars, last pushed today), licensed Apache-2.0. It adds 62 tokens to every session and 685 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it B with 1 finding (asks the agent to reveal its instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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