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/audit-script)<a href="https://agentmods.dev/skills/maddexritter-rgb/vibe-editing/audit-script"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/audit-script/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/audit-script"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/audit-script.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 | $0.00118 | $0.01545 |
| Opus 5 | $0.00059 | $0.00772 |
| Sonnet 5 | $0.00024 | $0.00309 |
| Haiku 4.5 | $0.00012 | $0.00154 |
Grade A, and why
audit-script 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 9d 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 — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
audit-script — editorial-only quality gate
Fresh-context agent. Receives ONLY the transcript text of the rendered clip. No video, no audio, no editing context. Tests whether the WORDS make sense to a cold viewer who just opened this video.
How to run
python3 ${CLAUDE_PLUGIN_ROOT}/skills/audit-script/scripts/check.py \
--clip 20_DELIVER/v1/clip.mp4 \
--out 10_WORK/audit_script.json
The script transcribes the clip independently (Groq), then runs all editorial checks on the text. It does NOT read any prior transcript or mining results.
What it checks
1. COLD VIEWER TEST — does every line make sense with zero context?
- Read the transcript as if you just opened this video with no prior knowledge
- For each line, ask: "Does this make complete sense given ONLY the lines before it?"
- Flag: dangling references ("that focus", "what he said", "the same thing", "her ex") where the referent was never stated in this clip
- Flag: jargon or terms used without definition ("one avatar", "grand slam offer", "the funnel") that a cold viewer wouldn't understand
- Flag: mid-conversation continuations ("...and that's why", "so basically", "the point is") that assume the viewer heard something they didn't
- FAIL if any line requires context the clip doesn't provide
2. CONTEXT BEFORE PAYOFF — is the setup present?
- If this is a Q&A/commentary clip: does the QUESTION appear before the ANSWER?
- If this is a story clip: is there a setup before the punchline?
- If this is advice: is the PROBLEM stated before the SOLUTION?
- The viewer should understand WHY the speaker is saying what they're saying
- FAIL if payoff arrives without setup
3. ONE-ARC RULE — one topic, one story, one payoff?
- The clip should cover ONE thing. Not two half-stories stitched together.
- Flag: topic changes mid-clip ("...anyway, on a different note", or an abrupt shift from pricing to hiring to marketing)
- Flag: two separate Q&A pairs merged into one clip
- FAIL if the clip contains more than one distinct topic/arc
What ships with it
1 file 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.
- 9d ago First seen · 136 lines · 118 tokens per session scan A c2e89a607d47
audit-script is a skill published in the GitHub repository maddexritter-rgb/vibe-editing (7 stars, last pushed 2mo ago), licensed MIT. It adds 118 tokens to every session and 1,545 once invoked, about $0.0006 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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