Borrowing it
Nothing to install: this file belongs to nguyenph88/Media-Editor-MCP. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/nguyenph88/Media-Editor-MCP/main/.claude/skills/pp-create-reel-once/SKILL.mdgit clone --depth 1 https://github.com/nguyenph88/Media-Editor-MCPWrote 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/nguyenph88/media-editor-mcp/pp-create-reel-once)<a href="https://agentmods.dev/skills/nguyenph88/media-editor-mcp/pp-create-reel-once"><img src="https://agentmods.dev/badge/skills/nguyenph88/media-editor-mcp/pp-create-reel-once/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/nguyenph88/media-editor-mcp/pp-create-reel-once"><img src="https://agentmods.dev/badge/skills/nguyenph88/media-editor-mcp/pp-create-reel-once.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 | $0.00145 | $0.01657 |
| Opus 5 | $0.00072 | $0.00829 |
| Sonnet 5 | $0.00029 | $0.00331 |
| Haiku 4.5 | $0.00015 | $0.00166 |
Grade A, and why
pp-create-reel-once 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 — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Create reel (each clip once) — natural-length beat edit
A variant of [[pp-create-reel]] for when you DON'T want to repeat footage to fill 59s. Each clip plays once; the reel ends when the clips run out (e.g. 5 clips ≈ 10-25s depending on spans). Cuts still land on downbeats. Verified tooling is identical — only the slot-allocation logic differs.
Inputs: music, footage folder, plus two knobs:
- order:
chronological(clips in folder/given order — story order) orsmart(open on the highest-scoring clip as a hook, rest by motion). Default chronological for this mode (it's usually a "show my clips in order" use case). - beatsPerClip: how many downbeat-intervals each clip spans —
1,2,3, orauto(default). auto gives longer/richer source clips more beats (see Step 3). Spanning ≥2 beats gives a clip more screen time and suits cinematic / slow footage.
This mode does NOT force 59s, does NOT repeat clips, and has NO loop ending (each clip is unique — looping would require repeating the first clip). Everything else (vocal-skip, smart slices, dissolves, grade, punch-ins, title) works the same.
Pre-flight & footage
Same as [[pp-create-reel]] Step 2: premiere_health + analysis_health green; probe footage and reject any clip with an audio stream; one orientation. NO ~12-clips rule here — use exactly the clips the user has.
Step 1 — Analyze
- Vocal-skip (default on):
transcribe→ first vocal; music startS= first downbeat≥ first_voice − 0.15(instrumental →S=0). detect_beats→downbeats(source time). Index the downbeats at/afterSasD = [D0, D1, …](D0 = first downbeat ≥ S).bar = median(diff(D)).
Step 2 — Order the clips
- chronological: keep the folder's natural sort / the order the user listed.
- smart: run
find_best_momentson each, put the single highest-scoring clip first (hook), then the rest by descending top-window motion.
Step 3 — Assign a beat-span to each clip
Per clip, decide span ∈ {1,2,3} = how many consecutive downbeat-intervals it occupies:
- fixed (
beatsPerClip=1|2|3): every clip gets that span. - manual (
beatsPerClip=[3,1,2,…]): one span per clip, in order. - auto (default): a two-layer model — the SONG sets the cutting pace, then per-clip ACTIVITY distributes spans around it. This makes energetic tracks cut fast and cinematic tracks linger, while still giving the most dynamic clips the longer holds.
- Song layer —
classify_song(music)→recommendedSpanCenter(energetic ≈ 1.3, balanced ≈ 1.8, cinematic ≈ 2.5) from tempo + onset density + percussive fraction. This is the average beats-per-clip. - Clip layer —
find_best_momentsreturns absolute, cross-clip-comparableactivityMotion/activitySharpness(whole-clip means, before per-clip normalization). Min-max them across the clip set;activity = 0.7·motionN + 0.3·sharpN, giving each clip anactivityRank ∈ [0,1]. - Combine:
span = round(spanCenter + (activityRank − 0.5) × 1.5), clamped to[1,3]. (So on a cinematic song every clip leans 2-3 but the liveliest still top out at 3; on an energetic song most clips are 1 and only the most dynamic reach 2.) - Cap by what the clip can fill: shrink span while
clipDuration < span×bar + 0.3. A short clip can't span 3 even if lively; a long static clip stays low.
- This replaces the old raw-duration rule (which wrongly gave long STATIC clips 3 beats).
beatsPerClip(fixed/manual) still overrides everything.
- Song layer —
- A clip's slot duration =
D[k+span] − D[k](sum of its bars). Get its slice fromfind_best_moments(clip, window_seconds = slotDur + 0.1, count=1)→ top windowstart. (In chronological mode this still picks the BEST window within the clip — order refers to clip sequence, not within-clip.)
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 · 55 lines · 0 tokens per session scan A bd700125dcf9
pp-create-reel-once is a skill published in the GitHub repository nguyenph88/Media-Editor-MCP (0 stars, last pushed 3mo ago), licensed MIT. It adds 145 tokens to every session and 1,657 once invoked, about $0.0007 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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