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-audio)<a href="https://agentmods.dev/skills/maddexritter-rgb/vibe-editing/audit-audio"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/audit-audio/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-audio"><img src="https://agentmods.dev/badge/skills/maddexritter-rgb/vibe-editing/audit-audio.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 | $0.00083 | $0.01555 |
| Opus 5 | $0.00042 | $0.00777 |
| Sonnet 5 | $0.00017 | $0.00311 |
| Haiku 4.5 | $0.00008 | $0.00155 |
Grade A, and why
audit-audio 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 — 114 lines — stays where its author put it; the contents beside it link to each section on GitHub.
audit-audio — audio-only quality gate
Fresh-context agent. Receives ONLY the audio track (video stripped). Cannot be biased by seeing the visuals. Tests what a LISTENER would hear.
How to run
python3 ${CLAUDE_PLUGIN_ROOT}/skills/audit-audio/scripts/check.py \
--clip 20_DELIVER/v1/clip.mp4 \
--out 10_WORK/audit_audio.json
What it checks
1. WORD CLIPPING — any words cut off?
- Transcribe the audio independently; ASR word durations are HYPOTHESES, not verdicts
- The forced aligner glitches at clip start: the FIRST word routinely reports a tiny
duration on clips whose waveform attack is clean — first-word ASR flags are
suppressed (reported as
suppressed_aligner_glitches), never failed - Zero-gap opens / hard-ends legitimately put near-full voice level at the literal clip edges, so a hot edge alone is not evidence either
- FAIL only when the LAST word is ASR-short AND the waveform confirms the audio ends at full voice level (cut mid-decay) — corroboration on both channels
- Head/tail edge levels are always reported (
head/tail_edge_db_below_speech) for the reviewing agent to eyeball
2. POPS AND CLICKS — any splice artifacts?
- At every edit point (detected via waveform discontinuity), check for:
- Click/pop: sudden amplitude spike >6dB above surrounding 50ms
- DC offset jump at splice boundary
- Extract the waveform around each detected splice, measure peak-to-surrounding ratio
- FAIL if any pop/click detected
3. LEVEL CONSISTENCY — voice volume steady throughout?
- Measure LUFS per segment (between splice points)
- All speech segments should be within ±3 LUFS of each other
- No segment should be >6 LUFS different from the average
- FAIL if any segment is >6 LUFS off, WARN if >3 LUFS off
4. MUSIC BED BALANCE — music sitting correctly under voice?
- The declared music bed is read from the render metadata (
clip.contract.json/manifest.jsonvia_shared/clip_meta.py); no music declared → check passes with note - Bed level is measured in isolatable speech gaps (≥0.4s), compared against voiced level
- Target separation is 10–13dB; FAIL if the bed is within 6dB of voice, WARN within 9dB. No gap long enough to isolate the bed → pass with note (ear check)
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.
- 11d ago First seen · 114 lines · 83 tokens per session scan A b8838dcc3235
audit-audio is a skill published in the GitHub repository maddexritter-rgb/vibe-editing (7 stars, last pushed 2mo ago), licensed MIT. It adds 83 tokens to every session and 1,555 once invoked, about $0.0004 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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