Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add maddexritter-rgb/vibe-editing/plugin install vibe-editingWrote 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/maddexritter-rgb/vibe-editing/sf-audit)<a href="https://agentmods.dev/skills/maddexritter-rgb/vibe-editing/sf-audit"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/sf-audit/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/maddexritter-rgb/vibe-editing/sf-audit"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/sf-audit.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 | $0.00173 | $0.02246 |
| Opus 5 | $0.00086 | $0.01123 |
| Sonnet 5 | $0.00035 | $0.00449 |
| Haiku 4.5 | $0.00017 | $0.00225 |
Grade A, and why
sf-audit 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.
How it starts
The opening of the file, as written. The whole thing — 145 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SF SF V1 Audit
The final-review checklist every short-form edit ships against. Based on the Team Speaker V1 MVP Standards (the studio). 16 checks (updated 2026-05-04 from 13 per the reference editor feedback), grouped into Subtitles / Audio / Video. Automates ~12 of them fully, flags the rest for a manual eye.
Read references/sf-standards.md for the full verbatim checklist with exceptions.
When to run
Before:
- Uploading any finished short to your review tool for Brand review
- Sending a
.mp4zip to Brand for posting - Marking a clip as "done" in the internal tracker
Integration:
shortform,qa-clipper,caption-clips,caption-burner,hook-overlay→ all call this skill as the final step before declaring the clip ready- Can also run standalone on any
.mp4(plus optional.ass/.srtsubtitle file)
Inputs
- Clip path —
.mp4(or.mov) at 9:16 (1080x1920 canonical) - Subtitle file (optional but recommended) —
.assor.srt. If subtitles are burnt-in, skip and the spelling/gap/case/placement checks degrade to flag-for-manual. - Speaker map (optional, for qa-clipper format) — JSON mapping time ranges to speaker (Speaker vs Guest), used by check #6 subtitle-color
- Platform —
instagram(default) /tiktok/youtube-shorts— sets the UI safezone numbers
The 16 checks
Subtitles (7)
- Spelling / missing / double words — spellcheck non-proper-noun tokens; flag anything suspicious
- No blank gaps between subtitles (except >1s intentional pauses) — flag any visible gap >50ms; >30% of joints with gaps = fail
- NEW — Lower-half placement (not covering face) — anchor must be in lower half (y > height/2). Face overlap requires manual eye for now
- NEW — Subtitle timing matches dialogue (1-3 frame tolerance) — silencedetect maps speech regions; flag any cue displayed >50% during silence
- All words lowercased by default (proper nouns + "I/I'm/I'll" exempt) — regex + proper-noun whitelist
- Speaker vs Guest color differentiation — parse
.assstyles; verify distinct colors - All subtitles within UI safezone — IG 9:16 = top 13% / bottom 18% / sides 5% are UI-danger zones
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 145 lines · 173 tokens per session scan A 19eae8c00304
sf-audit is a skill published in the GitHub repository maddexritter-rgb/vibe-editing (7 stars, last pushed 2mo ago), licensed MIT. It adds 173 tokens to every session and 2,246 once invoked, about $0.0009 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 2026-08-31.
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