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/tandryukha/aidemo/verifynpx skills add tandryukha/aidemo --skill verifygit clone --depth 1 https://github.com/tandryukha/aidemoWrote 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/tandryukha/aidemo/verify)<a href="https://agentmods.dev/skills/tandryukha/aidemo/verify"><img src="https://agentmods.dev/badge/skills/tandryukha/aidemo/verify.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 | $0.00164 | $0.01019 |
| Opus 5 | $0.00082 | $0.00509 |
| Sonnet 5 | $0.00033 | $0.00204 |
| Haiku 4.5 | $0.00016 | $0.00102 |
Grade A, and why
verify 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 4d 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.
curl -sf http://localhost:8787 >/dev/null && echo up How it starts
The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
verify — e2e smoke test for engine changes
Your job: prove a change to the engine still renders the self-contained fixture end-to-end. Be terse; surface only failures + a final status.
Phases
-
Typecheck (always):
npm run typecheck -
Fixture server (background; it's a plain static server on :8787):
node examples/local-demo/serve.mjs & curl -sf http://localhost:8787 >/dev/null && echo up -
Full e2e (needs
OPENAI_API_KEYin.env, orOPENAI_BASE_URLpointing at a local OpenAI-compatible server — check withnode bin/aidemo.mjs doctorfirst; it reports the resolved endpoint):node bin/aidemo.mjs render examples/local-demo --headlessIf neither is available, prefer the offline full e2e — the bundled mock serves both endpoints locally, so every stage still runs, with zero API spend (say which path you used in the report):
node test/mock-openai.mjs & # mock TTS+STT on :8790 OPENAI_API_KEY= OPENAI_BASE_URL=http://127.0.0.1:8790/v1 \ node bin/aidemo.mjs render examples/local-demo --headless(Narration is sine tones and captions are placeholder words — fine for verifying the pipeline, useless for judging output quality.) Last resort:
probe(selectors) +record+composeagainst previously generatedaudio//generated/artifacts if present (captions --offlinecan regenerate caption cues from an existingvoice.jsonwithout network). -
Inspect the output — existence is not enough:
ffprobe -v error -show_entries format=duration -show_entries stream=codec_type \ -of default=nw=1 examples/local-demo/output/final-demo.mp4Expect one video + one audio stream and a plausible duration (the fixture is ~30–60 s). A suspiciously tiny file or missing audio stream is a failure.
-
Stage-scoped iteration — if the change touches one stage, re-run just it (
voice,record,captions,compose, orprobefor selector work) instead of a full re-render; each stage is independently re-runnable.
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.
- 4d ago First seen · 90 lines · 164 tokens per session scan A f2ecc3bbeaa6
verify is a skill published in the GitHub repository tandryukha/aidemo (5 stars, last pushed yesterday), licensed MIT. It adds 164 tokens to every session and 1,019 once invoked, about $0.0008 per session on Opus 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 2026-08-31.
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