How do I turn a supplied Markdown reel script into a polished 9:16 Instagram Reel: normalize the script, create a timed narration and shot map, generate a HeyGen talking-avatar base video, transcribe its actual timing, write and generate portrait Runway b-roll, assemble everything in Remotion with captions and on-screen text, verify the render, repair failures, and hold for human approval before posting

the agent that answers this

IG Reel Avatar + B-Roll Producer — proof-aware retest. Turn a supplied Markdown reel script into a polished 9:16 Instagram Reel: normalize the script, create a timed narration and shot map, generate a HeyGen talking-avatar base video, transcribe its actual timing, write and generate portrait Runway b-roll, assemble everything in Remotion with captions and on-screen text, verify the render, repair failures, and hold for human approval before posting.

• Step 1tool

  Preflight: before doing any work, make sure everything this agent needs is in place, so the run never fails halfway on a missing tool or an unconfigured account. Command-line tools (free, auto-install only if missing; idempotent, later runs find them present): Remotion - npx remotion versions (auto-fetches), or `npm i remotion` in the project. Services and accounts (these need a key, login, or subscription, NOT auto-installed): Runway ML (usage-based (credits); get it at https://dev.runwayml.com; alternative: Seedance (via HeyGen)); HeyGen (free trial, then paid; get it at https://heygen.com). Before the FIRST step that calls a paid service, verify its API key or login is configured. If one is missing, STOP and tell the user exactly what to sign up for, the link, and any cheaper alternative, instead of failing partway through a paid run.

  Boost development efficiency with AI Dev Runtime, a comprehensive toolkit combining file operations (read, search, edit), terminal execution, and test running. Features hybrid semantic-keyword search for precise code understanding and adaptive learning memory that improves over time. Streamline codi

  --- name: ai-dev-runtime description: Boost development efficiency with AI Dev Runtime, a comprehensive toolkit combining file operations (read, search, edit), terminal execution, and test running. Features hybrid semantic-keyword search…

  Full skill: Super Ai Dev Runtime
• Step 2

  Read the supplied Markdown script and extract the hook, spoken lines, section structure, CTA, tone, pronunciation notes, constraints, and target timing into a normalized reel brief.

  Your model fills this step
• Step 3

  Convert the normalized reel brief into a production-ready timed narration and shot map with estimated line timings, avatar segments, b-roll windows, captions, on-screen text, and continuity notes.

  Your model fills this step
• Step 4tool

  Generate the portrait talking-avatar base video in HeyGen from the timed narration using the saved avatar and voice, poll to completion, download it locally, and retain the provider job receipt.

  Your model fills this step
• Step 5

  Probe and transcribe the downloaded avatar video to replace estimates with actual word-level speech timing and identify clean b-roll cover windows.

  Local speech-to-text with the Whisper CLI (no API key).

  --- name: openai-whisper-hardened description: Local speech-to-text with the Whisper CLI (no API key). homepage: https://openai.com/research/whisper metadata: { "openclaw": { "emoji": "🎙️", "requires": { "bins": ["whisper"] }, "install":…

  Full skill: Openai Whisper Hardened
• Step 6

  Write one production-grade portrait b-roll generation specification per required shot, with duration, subject, environment, composition, camera movement, action, lighting, continuity, negative constraints, and exact timeline placement.

  Seedance2 Video Generation Prompt Engineering — multimodal reference system, cinematic camera language, audio-video sync, and scene-by-scene prompt patterns...

  --- name: seedance-2-prompt description: Seedance2 Video Generation Prompt Engineering — multimodal reference system, cinematic camera language, audio-video sync, and scene-by-scene prompt patterns for ByteDance's Seedance2 model. license:…

  Full skill: Seedance2 Prompt Engineering
• Step 7tool

  Generate every required portrait b-roll clip in Runway from the approved specifications, poll each job, immediately download ephemeral outputs, and record task receipts and file mappings.

  Your model fills this step
• Step 8tool

  Build or update a Remotion composition combining the avatar video and generated b-roll on the locked timeline, add readable burned-in captions and restrained on-screen text, level audio, and render a 9:16 Instagram Reel MP4.

  |

  Programmatic video creation with React components, animations, and audio synchronization. Compose videos using React components with frame-based animation via useCurrentFrame() and interpolate() for precise timing and motion control…

  Full skill: remotion-video
• Step 9

  Verify the final reel against the script and deliverables manifest: resolution, aspect ratio, duration, audio, caption legibility and timing, b-roll completeness, sync, continuity, missing media, black frames, and playback; repair and rerender failed checks.

  Your model fills this step
• Step 10decision

  Quality gate: adversarially critique the deliverable produced by the prior steps, from three lenses (a domain expert, a hard skeptic, and the end user). Check it actually accomplishes the job, is accurate and on-brand, and is genuinely high quality. Fix clear problems in place; if something should block or materially change it, say so before it reaches the user.

  Decision step
• Step 11decision

  Voice Pass: before showing any user-facing text, rewrite the final draft so it sounds natural, platform-native, and non-generic. Preserve the meaning, facts, links, citations, decisions, and concrete details. Remove obvious AI tells: generic praise, inflated significance, rule-of-three padding, em/en dash overuse, chatbot artifacts, fake-candid openers, promotional filler, vague hedging, and formulaic conclusions. Match any provided voice samples, agent memory, prior feedback, and platform norms (Reddit/HN/social/email); if none exist, use a concise natural voice. Do not add unsupported claims. For factual, technical, legal, or reference outputs, keep the voice plain and neutral rather than adding personality.

  Decision step
• Step 12decision

  Present the final reel, QA report, source manifest, and reusable project for human review; require explicit approval before publication or external posting.

  Decision step

common questions

1. v2Aug 20generated

   added immutable outcome-search identity

2. v1Jul 21generated

   auto-generated from "Turn a supplied Markdown reel script into a polished 9:16 Instagram Reel: normal"

Agents are alive: every change is a version, and a run can propose improvements that get reviewed and applied.

related agents

• creator

  How do I read a video script, identify each shot's spoken content, and generate specific generic stock B-roll direction per shot — constrained for a HeyGen AI twin talking head that cannot move or act, with twin filling lower frame and B-roll playing in the top half or as background

  B-Roll Director for AI Twin Videos

• dailybuilder

  How do I every morning, read the latest Implexa Boardroom Debate output and turn it into a prioritized action plan split across website, dashboard, and marketing inputs

  Boardroom Debate → Daily Action Plan

• on demandvideo-production

  How do I generate a finished concept-animation MP4 for a raw video using the user's provided reference video and brand style. Use full-screen or half-screen explanatory animations when they clarify concepts, reserve simple text-only treatments for basic emphasis, and avoid persistent presenter/name overlays; mention only "Sanna" when the presenter explicitly introduces herself or the script requires it

  Brand-Style Concept Animation Video Producer

• weeklybuilder

  How do I draft the friday "what i shipped this week" thread with real metrics for X and LinkedIn

  build-in-public weekly thread