Whisper Post-October Fest Playtest VOD Batch for Creator Clip Quotes Without Invented Lines - 2026 Strategy

November D+6 after October Next Fest: Wednesday post-fest smoke #10 latched post_fest_smoke_ok. Marketing opens the creator kit and pastes a pull quote: "This demo feels like a full game." Nobody can find that sentence in any October fest VOD. A streamer asks for the timestamp. Support digs for twenty minutes. The quote was an LLM summary of three different clips. Trust dies faster than wishlist decay on uninstall curve #5.
November 2026 creator outreach after October fest needs a Whisper batch for quote-verified clip cards—not invented pull quotes, not GitHub repro theater, and not store trailer caption lint. T-90 outreach tools already taught roster + embargo discipline. Whisper tag extraction already taught quote-only GitHub issues. This AI Integration / Workflow URL owns the creator outreach cousin: batch October fest playtest VODs, proper-noun lint, export quote cards with timestamps, clear Q1–Q6, file post_fest_whisper_clip_batch_receipt_v1.json, latch BUILD_RECEIPT post_fest_clip_batch_ok: true.
Non-repetition note: Upload-week trailer caption lint owns store trailer .vtt C1–C6. Whisper tags owns GitHub issue bodies. Highlight reel handoff owns reel_manifest[] scrub order. Local Whisper pipeline owns folder triage. This URL owns post-October fest creator quote cards from fest VODs—no invented lines.
Pair T-90 outreach, Whisper tags, Wednesday smoke #10, analytics #2, highlight reel cousin; forward #12 Friday capstone; Course 306 / Help #52 forward.
Why this matters now (November 2026 post-October fest)
- Creator kits ship before quote proof — Press pages want pull quotes while VODs still sit untranscribed.
- LLM summaries invent lines — Models complete praise the player never said.
- Proper nouns break trust — Game titles and ability names mangled in outreach emails look amateur.
- Analytics pain ≠ quote cards — Refund/uninstall tools #2 need real player language, not fabricated percentages.
- Capstone expects a latch — Forward #12 indexes
post_fest_clip_batch_okinchild_receipts[].
Direct answer: Batch October fest VODs with Whisper, lint proper nouns, export only timestamped quotes that appear verbatim (or clearly marked paraphrase waivers), clear Q1–Q6, file post_fest_whisper_clip_batch_receipt_v1.json, set post_fest_clip_batch_ok: true—refuse creator kit publish on invented pull quotes.
Who this strategy is for
| Audience | Outcome |
|---|---|
| Creators / marketing leads | Shareable quote-card template + Discord-ready clip list |
| Developers / facilitators | Q1–Q6 gates + verify script + batch folder |
| Companies / partners | Diligence zip: quote cards + VOD hash + no-fabrication policy |
| Search | Primary keyword: whisper playtest clips creator outreach |
| Beginners | Proper-noun list → timestamp → quote card in one evening |
Time: 90–120 minutes for first batch of 8–12 clips; ~8 minutes per clip once the noun list and receipt template exist.
Prerequisites: October fest VOD folder (or consent-cleared playtest archive), FFmpeg, Whisper (or compatible local ASR), proper-nouns.txt, current BUILD_RECEIPT, optional smoke #10 GREEN before public outreach.
Format ladder (Whisper lanes)
| Lane | URL | Owns |
|---|---|---|
| Folder triage | Local Whisper pipeline | Batch nights |
| GitHub issues | Whisper tags | Quote-only tickets |
| Store trailer | Caption lint | .vtt before publish |
| Highlight reel | Reel handoff | reel_manifest[] |
| Creator quotes | This article | Quote cards + post_fest_clip_batch_ok |
| Outreach tools | T-90 listicle | Roster + embargo |
Rule: Creator quote cards do not invent praise. If the player did not say it, the card does not claim it. Paraphrase only with paraphrase_waiver: true and original quote retained.
Beginner path — noun list → clip → quote card
release-evidence/
post-fest/
whisper-clip-batch-2026/
proper-nouns.txt
vods/
fest-d2-player03.mp4
audio/
fest-d2-player03.wav
transcripts/
fest-d2-player03.vtt
quote-cards/
QC-001.json
post_fest_whisper_clip_batch_receipt_v1.json
Step 1 — Proper-noun list first
GamineAI
Wishforge
Moonlit Depot
Aria Mode
October Next Fest
BUILD_RECEIPT
Use real game nouns only. No fake testimonials. No invented studio praise lines.
Step 2 — Extract audio per VOD
ffmpeg -y -i vods/fest-d2-player03.mp4 -vn -ac 1 -ar 16000 audio/fest-d2-player03.wav
Step 3 — Whisper
whisper audio/fest-d2-player03.wav --model small --language en --output_format vtt --output_dir transcripts/
Step 4 — Quote card (verbatim only)
{
"quote_card_id": "QC-001",
"vod_id": "fest-d2-player03",
"timecode_start": "00:12:41.200",
"timecode_end": "00:12:48.800",
"quote_verbatim": "the menu crash is gone after the patch",
"paraphrase_waiver": false,
"proper_nouns_checked": ["Wishforge"],
"creator_safe": true,
"embargo_clear": true,
"consent_note": "playtest consent form 2026-10-fest"
}
Beginner success check: A teammate can scrub to the timecode and hear the same words—no “close enough” summaries.
Creator share hook
"We only put quotes in creator kits when Whisper + a human can point at the timestamp. No invented pull quotes after Next Fest."
Developer path — gates Q1–Q6
| Gate | Name | Pass criteria | Fail action |
|---|---|---|---|
| Q1 | Source lock | Each VOD has sha256 + duration + consent/embargo note | Re-hash or drop clip |
| Q2 | Whisper raw | Transcript path + model + language recorded per VOD | Re-run ASR |
| Q3 | Proper nouns | Noun list checked; mangled titles fixed in quote cards | Fix spelling |
| Q4 | Verbatim quotes | Every published quote matches transcript span (or waiver) | Delete invented line |
| Q5 | Creator safety | creator_safe + embargo_clear + no PII in export |
Scrub or withhold |
| Q6 | Receipt latch | post_fest_whisper_clip_batch_receipt_v1.json + BUILD_RECEIPT latch |
Block kit publish |
post_fest_whisper_clip_batch_receipt_v1.json
{
"schema": "post_fest_whisper_clip_batch_receipt_v1",
"post_fest_window": "2026-11-first-weeks",
"generated_at": "2026-11-07T18:00:00Z",
"proper_noun_list_path": "release-evidence/post-fest/whisper-clip-batch-2026/proper-nouns.txt",
"batch": [
{
"vod_id": "fest-d2-player03",
"vod_sha256": "REPLACE",
"duration_seconds": 1842.5,
"whisper_model": "small",
"language": "en",
"transcript_path": "release-evidence/post-fest/whisper-clip-batch-2026/transcripts/fest-d2-player03.vtt",
"quote_card_ids": ["QC-001", "QC-002"],
"gates": {
"Q1": "pass",
"Q2": "pass",
"Q3": "pass",
"Q4": "pass",
"Q5": "pass",
"Q6": "pass"
}
}
],
"quote_cards_exported": 2,
"invented_lines_rejected": 1,
"pointers": {
"t90_outreach": "release-evidence/press/october_t90_creator_outreach_receipt_v1.json",
"post_fest_smoke": "release-evidence/post-fest/smoke/2026-W45-wednesday.json",
"whisper_tags_cousin": "optional"
},
"post_fest_clip_batch_ok": true
}
BUILD_RECEIPT rows
{
"post_fest_smoke_ok": true,
"post_fest_clip_batch_ok": true,
"post_fest_whisper_clip_batch_receipt_path": "release-evidence/post-fest/whisper-clip-batch-2026/post_fest_whisper_clip_batch_receipt_v1.json",
"quote_cards_count": 2
}
Fail-closed: Creator kit CI / producer checklist requires post_fest_clip_batch_ok == true before public pull-quote blocks ship.
verify_post_fest_whisper_clip_batch.sh
#!/usr/bin/env bash
set -euo pipefail
LIST="${1:-release-evidence/post-fest/whisper-clip-batch-2026/post_fest_whisper_clip_batch_receipt_v1.json}"
BR="${2:-BUILD_RECEIPT.json}"
jq -e '.schema == "post_fest_whisper_clip_batch_receipt_v1"' "$LIST" || exit 1
jq -e '.post_fest_clip_batch_ok == true' "$LIST" || exit 6
jq -e '.quote_cards_exported >= 1' "$LIST" || exit 4
# Every batch item must have transcript path
jq -e '[.batch[] | .transcript_path] | all(. != null and . != "")' "$LIST" || exit 2
jq -e '.post_fest_clip_batch_ok == true' "$BR" || exit 6
echo "post_fest_whisper_clip_batch verify: OK"
Quote card export template (creator-facing)
## Quote card QC-001
- Clip: fest-d2-player03 @ 12:41–12:48
- Verbatim: "the menu crash is gone after the patch"
- Game nouns checked: Wishforge
- Consent / embargo: clear
- Do not rewrite without re-scrubbing the VOD
Paste into Notion/press kit only after Q5 GREEN. Never “punch up” the quote into marketing poetry without a new Q4 pass.
Consent and embargo checklist (Q5 detail)
Before any card leaves the studio:
- Consent form on file for that VOD night (or public stream with clear reuse rights).
- Embargo UTC cleared or marked N/A for already-public fest footage.
- No face close-ups in attached stills unless release signed.
- Gamertags replaced with
player_NNin external zips. - Crash audio that includes personal data is withheld even if the quote is useful.
- Minors: exclude unless your legal template explicitly allows—default is withhold.
Creators forgive sparse kits. They do not forgive a quote that cannot be found on the tape.
Anti-fabrication policy (one paragraph for the press SOP)
Pull quotes in creator kits, press pages, and partner decks must appear as a contiguous span in a retained playtest or fest VOD transcript, with
quote_card_id, timecodes, and VOD hash recorded inpost_fest_whisper_clip_batch_receipt_v1.json. LLM summaries, paraphrases without waiver, and “what they meant” lines are rejected. Marketing may select among verified cards; marketing may not invent speech.
Print that paragraph next to the kit publish button.
Integration with November cluster
| Cousin | Relationship |
|---|---|
| Smoke #10 | Prefer smoke GREEN before public outreach claims “default build” |
| Analytics #2 | Quote cards can illustrate pain points—never invent uninstall % |
| T-90 outreach | Kit roster consumes quote cards |
| Whisper tags | Engineering bugs stay in GitHub; praise/pain quotes stay here |
| Forward #12 | Capstone indexes post_fest_clip_batch_ok |
Scenarios A–G
A — LLM wrote a better pull quote
Reject. Invented lines fail Q4. Keep verbatim or file paraphrase waiver with original quote.
B — Noun mangled (Wishforge → Wish forge)
Q3 RED—fix transcript export and quote card before kit send.
C — Clip has crash repro but no praise
Route crash to Whisper tags; do not force a creator praise card.
D — Embargo not clear
Q5 RED—hold card; still may keep internal receipt row with creator_safe: false.
E — No October VODs retained
Do not invent quotes. Document quote_cards_exported: 0 and post_fest_clip_batch_ok: false or explicit zero-batch policy waiver for capstone.
F — Partner diligence zip
Attach receipt + 2–3 quote cards + VOD hashes—redact player names/faces.
G — Highlight reel needed
After quote cards GREEN, pair reel handoff for scrub order—do not skip quote verbatim rule.
RED / YELLOW / GREEN routing
| Color | Condition | Action |
|---|---|---|
| RED | Invented pull quote in kit | Delete; re-run Q4 |
| RED | Missing consent/embargo | Hold outreach |
| YELLOW | Sparse quotes (1–2) | Ship small kit; note in receipt |
| GREEN | Q1–Q6 pass | Capstone #12 may index latch |
Common mistakes
- Pasting ChatGPT “summary praise” into press kits.
- Using trailer caption receipts as creator quote proof.
- Mixing GitHub repro steps into creator emails.
- Shipping cards before proper-noun lint.
- Claiming uninstall percentages as player quotes.
- Zero VODs but GREEN latch without waiver.
Enterprise notes (companies)
- Policy: Written no-fabrication rule in press SOP.
- Audit: Quote cards append-only; edits bump
quote_card_id. - Privacy: Scrub gamertags/faces before external zip.
- Governance: Marketing + producer dual sign-off on Q6.
- ROI: Timestamped quotes reduce creator back-and-forth and dispute risk.
Monday creator clip triage (45 minutes)
- Confirm smoke #10 status for “default build” claims.
- List 8–12 October fest VODs with consent flags.
- Refresh
proper-nouns.txt. - Batch Whisper (overnight OK).
- Human scrub: mark verbatim quote spans only.
- Export quote cards; reject invented lines into
invented_lines_rejected. - Run
verify_post_fest_whisper_clip_batch.sh. - Attach cards to T-90 kit path.
CI sketch
- name: Verify post-fest Whisper clip batch
run: bash scripts/verify_post_fest_whisper_clip_batch.sh \
release-evidence/post-fest/whisper-clip-batch-2026/post_fest_whisper_clip_batch_receipt_v1.json
- name: Block creator kit without latch
run: jq -e '.post_fest_clip_batch_ok == true' BUILD_RECEIPT.json
Proof table
| Artifact | Proves | Does not prove |
|---|---|---|
Whisper .vtt |
Speech happened | Creator-safe export |
| Quote card | Verbatim span + timecode | Store trailer readiness |
| Q1–Q6 receipt | Kit publish permission | GitHub bug triage done |
post_fest_clip_batch_ok |
Capstone child latch | Highlight reel loudness |
FAQ
Is this the same as Whisper trailer caption lint?
No—caption lint is store trailer .vtt. This URL is creator outreach quote cards from playtest VODs.
Is this the same as Whisper → GitHub tags?
No—Whisper tags owns engineering issues. Creator praise/pain quotes live here.
Can we paraphrase for length?
Only with paraphrase_waiver: true and the original verbatim quote retained on the same card.
What if players only complained?
Ship honest pain quotes for internal product; do not invent praise for press. Creators respect specificity.
Do we need smoke GREEN first?
Prefer yes for claims about “current default build.” Quote cards about fest-week builds should label the build era explicitly.
Help #52 / Course 306?
Help owns unblocker symptoms; course owns project milestone. This blog owns strategy + Q1–Q6 receipt.
Worked example (W45 batch)
Studio keeps eight October fest VODs with consent. Noun list has twelve entries. Whisper small runs overnight. Human scrub finds three verbatim praise/pain spans and rejects one ChatGPT summary that said “best fest demo I’ve played” (never spoken). Receipt shows quote_cards_exported: 3, invented_lines_rejected: 1, all Q gates pass. Marketing attaches QC-001…003 to the T-90 kit. Partner zip includes receipt + hashes, no faces. Friday #12 capstone will index post_fest_clip_batch_ok without inventing a second quote lane.
Engine and tool notes
| Tool | Tip |
|---|---|
| Whisper CLI | Prefer local small/medium for privacy; log model name in receipt |
| Faster-Whisper | Same Q2 fields—record package version in notes |
| Descript / cloud ASR | Allowed if consent covers cloud; still require Q4 verbatim scrub |
| FFmpeg | Mono 16 kHz WAV is enough; do not re-encode video for ASR |
| Notion / press CMS | Store quote card IDs, not free-text rewrites |
Facilitator stand-up script (60 seconds)
- “How many VODs in this week’s batch?”
- “Any invented lines rejected (count)?”
- “Proper nouns GREEN?”
- “Creator-safe + embargo clear on exported cards?”
- “
post_fest_clip_batch_okYES or NO?” - “If NO—which Q-gate, and who owns the fix before kit send?”
Comparison pack — do not confuse these receipts
| Receipt | Latch | Audience |
|---|---|---|
trailer_caption_lint_receipt_v1 |
trailer_caption_lint_ok |
Store trailer viewers |
whisper_issue_tag_receipt_v1 |
issue publish | Engineers |
creator_highlight_reel_handoff_receipt_v1 |
reel scrub | Press B-roll |
post_fest_whisper_clip_batch_receipt_v1 |
post_fest_clip_batch_ok |
Creator outreach quotes |
PowerShell hash helper (optional)
Get-FileHash .\vods\fest-d2-player03.mp4 -Algorithm SHA256 |
Select-Object -ExpandProperty Hash
Paste the hash into Q1 vod_sha256. Reproducibility beats vibes.
Key takeaways
- Post-fest creator kits need Whisper quote cards—not invented pull quotes.
- Gates Q1–Q6 on
post_fest_whisper_clip_batch_receipt_v1.json. - Latch
post_fest_clip_batch_okbefore kit publish and Friday first-week capstone #12 (F1–F10,november_sprint_allowed). - Proper-noun lint is Q3—titles and ability names must match.
- Verbatim timestamps beat LLM marketing poetry.
- Pair T-90 outreach for roster delivery.
- Pair Whisper tags for engineering—not creator kits.
- Distinct from trailer caption lint and highlight reel.
- Prefer smoke #10 before “default build” outreach claims.
verify_post_fest_whisper_clip_batch.shfail-closes empty or invented batches.- Companies get diligence zip language; creators get shareable cards.
- Search intent: whisper playtest clips creator outreach.
Related reads
- Wednesday Post-Fest Smoke BUILD_RECEIPT Row Review
- 14 Free Creator Outreach Press Kit Tools — T-90 Runway
- Whisper Playtest Tag Extraction to GitHub Issues
- Whisper Upload-Week Trailer Caption Lint
- Whisper Creator Clip Highlight Reel Handoff
- Local Whisper Transcription Pipeline for Playtest VOD Triage
- 14 Free Post-October Fest Steam Analytics Tools
- Friday Post-October Fest First-Week Capstone — forward #12
Closing
Creator outreach after Next Fest fails when the kit quotes words nobody said. Run the Whisper batch, lint the nouns, keep the timestamps, and latch post_fest_clip_batch_ok only when every pull quote can be scrubbed on a VOD—then Friday’s capstone has an honest child receipt instead of marketing theater.