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 sugarforever/boring-video-studio --skill to-spec-beatsgit clone --depth 1 https://github.com/sugarforever/boring-video-studioWrote 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/sugarforever/boring-video-studio/to-spec-beats)<a href="https://agentmods.dev/skills/sugarforever/boring-video-studio/to-spec-beats"><img src="https://agentmods.dev/badge/skills/sugarforever/boring-video-studio/to-spec-beats/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/sugarforever/boring-video-studio/to-spec-beats"><img src="https://agentmods.dev/badge/skills/sugarforever/boring-video-studio/to-spec-beats.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00028 | $0.00378 |
| Opus 5 | $0.00014 | $0.00189 |
| Sonnet 5 | $0.00006 | $0.00076 |
| Haiku 4.5 | $0.00003 | $0.00038 |
Grade A, and why
to-spec-beats scanned grade A with 0 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 11d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
To spec beats
Turn source material into BEATS.md: the video's factual and narrative spine. This pass decides what the viewer learns and in what order; later passes decide wording and visuals.
Process
- Read every supplied source and existing fact-check. Resolve material factual uncertainty before treating a claim as a beat.
- Define the audience, prior knowledge, one-sentence thesis, desired change in understanding, target duration, and scope boundary.
- Build the reverse-iceberg arc: hook in viewer language, value or answer by beat two, then evidence, mechanism, implications, and close.
- Give every beat one cognitive job. Split beats that require two independent realizations; remove beats whose job does not trace to the thesis.
- Write
BEATS.mdbeside the source material using this shape:
---
audience: ...
thesis: ...
viewer_shift: ... → ...
target_duration: ...
---
## B01 — Title
- job: What changes in the viewer's understanding
- claim: The factual statement this beat establishes
- evidence: Source or observation supporting it
- setup: Prior beat knowledge this depends on
- handoff: Question or tension passed forward
- duration: Rough narration budget
Notes needed to write this beat accurately.
- Audit the complete file: every claim has support, every dependency points backward, the thesis lands by beat two, and the duration budgets fit the target.
Beat IDs are stable interfaces. Preserve them through revisions and assign a new ID when inserting a beat.
BEATS.md is complete when another writer can draft the narration without inventing the argument, claims, order, or scope.
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.
- 11d ago First seen · 42 lines · 28 tokens per session scan A 11281fa6e57a
to-spec-beats is a skill published in the GitHub repository sugarforever/boring-video-studio (83 stars, last pushed 29d ago), licensed MIT. It adds 28 tokens to every session and 378 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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