How do I every day, run a multi-persona debate over the day's research to pick the best reel angle, then produce the reel brief and the IG caption, ready for your avatar render
the agent that answers this
Daily IG reel: debate and brief. Every day, run a multi-persona debate over the day's research to pick the best reel angle, then produce the reel brief and the IG caption, ready for your avatar render.
- Cost
- Free
- on your own plan
- Runs
- daily
- on a schedule
- Built from
- 12 steps
- 6 verified skills
- Runs in
- Claude or Codex
- as you
the steps
12 steps · 6 from verified skills- Step 1tool
load today's IG reel research bundle (the output of the daily IG reel research workflow) as the input for the debate
Your model fills this step - Step 2
run a 5-persona LLM Council debate to choose the strongest reel angle AND pressure-test the resulting avatar script before it renders. REGENERATION IS EXPENSIVE — catch AI-tells (no letter-by-letter D.M./U.R.L. reads), the brand must-says (esp. 'you build/deploy this by prompting Claude Code or Codex'), awkward spoken seams, and TTS-mispronounced brand names, and lock a first-time-right script.
Run a 5-persona LLM Council debate (independent first opinions, anonymized peer review, chairman synthesis) to pick the strongest option before the final output. A single-model adaptation of Andrej Karpathy's LLM Council.
--- description: Run a 5-persona LLM Council debate (independent first opinions, anonymized peer review and ranking, then a chairman synthesis) to choose the strongest option before producing the final output. Adapted from Andrej…
Full skill: LLM Council (5-persona debate) - Step 3
produce the reel brief: a POLISHED, render-ready avatar script (no letter-spelled abbreviations, the Claude Code/Codex 'build with a prompt' beat, smooth seams, pronunciation respellings) plus the visual schedule and end-card beats
Create, produce, and schedule UGC-style short-form video reels at scale. Full pipeline: source UGC reaction hooks from DanSUGC, analyze app demos with Gemini...
--- name: reelclaw description: "Create, produce, and schedule UGC-style short-form video reels at scale. Full pipeline: source UGC reaction hooks from DanSUGC, analyze app demos with Gemini AI, assemble reels with ffmpeg, publish via…
Full skill: Reelclaw - Step 4
write the paste-ready IG caption for the chosen reel, including the pinned-comment text
Full pipeline to turn a video podcast episode into Instagram content (carousel posts, quote cards, and Reels). Transcribes the episode, extracts key quotes w...
--- name: episode-to-instagram version: 1.0.1 description: Full pipeline to turn a video podcast episode into Instagram content (carousel posts, quote cards, and Reels). Transcribes the episode, extracts key quotes with timestamps, pulls…
Full skill: Openclaw Skills - Step 5
humanize ONLY the written IG caption so it reads like a real person and not AI. Do NOT change the avatar spoken script.
Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality,…
Content Humanizer You are an expert in authentic writing and brand voice. Your goal is to transform content that reads like it was generated by a machine — even when it technically was — into writing that sounds like a real person with…
Full skill: content-humanizer - Step 6tool
COMPANION GUIDE: write the day-N guide and publish it at implexa.ai/guides/day-N — a markdown file in implexa-website/content/guides/day-N.md drawn from today's brief, matching the existing guides' structure (frontmatter with title/slug/description/publishedAt/day/reelHook/tags; then TL;DR moves → why-it-matters → numbered steps with code → gotchas → 'what tomorrow covers' → day-by-day series map → resources). Commit/PR to the implexa-website repo (Vercel deploys on merge to main). Then ADD the guide URL (implexa.ai/guides/day-N) to the reel's PINNED IG COMMENT in IG_POST.md. This lapsed after day-2 — it is now required every day, without fail.
Your model fills this step - Step 7decision
human approval gate. RUN THE reel-editor-critique SCRIPT PASS HERE FIRST and resolve every finding before rendering — regeneration is expensive, so the script must be perfect pre-HeyGen (catch letter-by-letter D.M./U.R.L., awkward seams, and content gaps like omitting 'build/deploy with a prompt in Claude Code or Codex'). Also confirm the companion guide reads well and the pinned comment links it. Only approve once the script passes.
Decision step - Step 8tool
generate the HeyGen avatar video from the approved (script-critiqued) brief via Claude for Chrome (paste the avatar script, set framing and clean-plate per the brief, kick off and download the render)
Your model fills this step - Step 9tool
capture the real product surfaces the brief's visual schedule references (Vercel, Claude/Claude Code, Supabase, Stripe, GitHub, the Implexa dashboard) via Claude for Chrome, then REBUILD each as a clean, on-brand, animated Remotion component (not a raw screenshot). Local/operator-only (Chrome MCP); follow the app-ui-capture-to-remotion skill; scrub all secrets/PII; re-pin overlay windows to the final avatar's whisper timings; correct brand-name typos Whisper makes in the karaoke transcript (Claude/Codex/Supabase/Vercel) before the final render.
Your model fills this step - Step 10
critique gate: adversarially analyze the chosen angle, brief, caption, the companion guide, the rendered HeyGen avatar video, and the rebuilt app-UI visuals — and flag anything that should block or change the final reel
Adversarial multi-agent debate engine for stress-testing decisions, ideas, and strategies. Orchestrates multiple AI agents with conflicting worldviews (bull,...
--- name: red-team description: > Adversarial multi-agent debate engine for stress-testing decisions, ideas, and strategies. Orchestrates multiple AI agents with conflicting worldviews (bull, bear, operator, contrarian, etc.) to debate a…
Full skill: Red Team - Step 11
package the brief, caption, companion guide link, approved HeyGen avatar video, and the rebuilt app-UI Remotion components as the deliverable for the HeyGen to Runway to Remotion pipeline and trigger the final reel render
Generate and edit video with Runway through RunAPI. Use when the user asks an agent to create, edit, or transform video with Runway. Default to the RunAPI CL...
--- name: runway description: Generate and edit video with Runway through RunAPI. Use when the user asks an agent to create, edit, or transform video with Runway. Default to the RunAPI CLI for one-off generation; use SDKs only when the…
Full skill: runway - Step 12
FINAL QC — reel-editor-critique: review the FINISHED reel like a top-1% short-form editor across script, voice/delivery (AI-tells, awkward seams, TTS + karaoke brand-name typos), pacing/retention, caption-sync + overlay placement, and content gaps vs the brand key-messages (esp. 'build/deploy with a prompt in Claude Code or Codex'). Also confirm the pinned comment links the day-N guide. Output CRITIQUE.md with SHIP/HOLD/RESHOOT + findings + a full rewritten script. A post-render HOLD signals the pre-render pass needs tightening.
Your model fills this step
common questions
How do I every day, run a multi-persona debate over the day's research to pick the best reel angle, then produce the reel brief and the IG caption, ready for your avatar render?
The Daily IG reel: debate and brief agent. a reel brief with avatar script and visual schedule plus a paste-ready IG caption, approved before production
Is the Daily IG reel: debate and brief agent free?
Yes. It runs on the Claude or Codex subscription you already pay for, so there is no extra AI bill and no per-run charge. You can build and run unlimited agents on the free plan.
How often does the Daily IG reel: debate and brief agent run?
It is built to run daily, on a schedule you set when you build it. You can change the cadence or pause it any time, and it runs unattended once it is on.
What does the Daily IG reel: debate and brief agent need to run?
Install Implexa into your Claude or Codex, then connect scheduled runs and Claude for Chrome so it can gather its own data and deliver hands-free. Implexa never touches your accounts or credentials.
Does the Daily IG reel: debate and brief agent use my data? Is it private?
It runs as you, on your own machine, on your real data. The model runs inside your own Claude or Codex, so Implexa never sees your data, accounts, or credentials. Your agent's memory is yours and travels with you across Claude, Codex, and whatever comes next.
How do I build the Daily IG reel: debate and brief agent?
Install Implexa into your Claude or Codex, then say "build the Daily IG reel: debate and brief agent" and approve the schedule. Implexa assembles the 12 steps (6 from verified skills) and it runs on its own. About 5 minutes to your first real run.
Can I change what the Daily IG reel: debate and brief agent does?
Yes. Tell it what to change in plain language and it revises its steps; the next scheduled run uses the change, with no re-scheduling. Every change is versioned, and a run can even propose its own improvements.
changelog
- v10Jun 5feedback
Added the companion-guide step: every reel must also write + publish the day-N guide at implexa.ai/guides/day-N (same structure as the existing guides, drawn from the brief) and put that guide link in the reel's pinned IG comment. This lapsed after day-2; now it's a required step so it happens daily without fail.
- v9Jun 5feedback
Made the upstream steps cost-aware: HeyGen regeneration is expensive, so the debate + brief + approval steps must lock a first-time-right avatar script (no letter-by-letter D.M./U.R.L., the Claude Code/Codex 'build by a prompt' must-say, smooth spoken seams, pronunciation respellings) BEFORE any render. Debaters now pressure-test the script for AI-tells + content gaps.
- v8Jun 5feedback
Added a top-1%-editor 'reel-editor-critique' QC gate as the final step: reviews the finished reel AND its script for AI-tells (letter-by-letter D.M./U.R.L. reads), awkward spoken seams, pacing, caption/overlay issues, and content gaps (e.g. failing to say you can build/deploy with a prompt in Claude Code/Codex). HOLD/RESHOOT loops back to a re-render.
- v7Jun 4feedback
Added a Chrome-MCP "capture real app surfaces → rebuild as on-brand Remotion components" step (skill: app-ui-capture-to-remotion) after HeyGen, so reels show the actual stack (Vercel/Claude/Supabase/Stripe) in motion instead of generic talking-head + text.
- v6Jun 4feedback
fixed step 1: load the research workflow's bundle instead of the IG DM monitor
- v5Jun 4feedback
swapped the reel debate step to the LLM Council (5-persona) skill; kept red-team as the critique gate
- v4Jun 4feedback
caption humanizer step, restoring the original step bindings the auto re-bind dropped
- v3Jun 4manual
added 1 step; rebound step 4 (clawhub/veezvg-episode-to-instagram -> gap), step 5 (decision -> skills.sh/humanizer), step 6 (unbound -> decision), and more
- v2Jun 4feedback
Added a Claude-for-Chrome HeyGen avatar-render step from the approved brief, plus an adversarial critique gate that stress-tests the full package before the final Runway/Remotion render.
- v1Jun 3generated
auto-generated from "Every day, run a multi-persona debate over the research bundle to pick the best "
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
- on-demandcreator
How do I take a raw source video plus an instruction markdown file and generate a set of cinematic b-roll clips with the Runway ML API, guided by the style and shot direction in the instructions
cinematic b-roll generator
- dailycreator
How do I produce my daily on-brand vertical IG reel end to end — research the day's angle, write the avatar script, generate the avatar video, render it with captions, and prep the caption + guide link, held for my approval before posting
Daily IG reel: produce and render
- dailycreator
How do I grow my Instagram
Daily IG reel research bundle