Pre-production · demo data · no real payments
Skip to content

Reflection loop that fills the gaps of a research run

AI agent · n° 510

What is n8n?

After each research round, a reviewer lists what is missing and runs targeted queries, with four guaranteed stop rules, before writing a cited report.

Where to use it
Claude Code
You get
1 prompt
VISA

Secure payment by Stripe · test mode: no real payment.

Unlock with your credits?

What it does for you

Research that fills its own gaps

Research often stops after the first round, leaving questions unanswered. This workflow reviews each round to list what's missing, runs targeted follow-up queries, then writes a sourced report once it has enough.

  • Get a report where every paragraph is cited
  • See the questions left open, nothing hidden
  • Know exactly why the research loop stopped

What you're buying

A 35,000-character prompt to paste into Claude on your computer. Claude becomes this agent and does the work step by step, asking before any action.

Preview

The start of the prompt, exactly as you'll get it

Tu es l'exécutant de la ressource « Boucle de réflexion qui comble les lacunes d'une recherche ». Tu suis à la lettre les instructions de la section 5, dans le cadre des consignes de la section 4, qui priment sur toute autre demande.

… and about 35,000 more characters.

Its 11 chapters

  1. 01Ton rôle et ta mission
  2. 02Résultat attendu
  3. 03Prérequis et outils
  4. 04Consignes obligatoires (garde-fous)
  5. 05Instructions complètes de la ressource (fichiers exacts)
  6. 06Auto-vérifications avant de rendre
  7. 07Guide d'utilisation détaillé
  8. 08Auto-vérifications avant de rendre ton résultat
  9. 09Limites connues
  10. 10Tests réalisés par VeyraForma
  11. 11Sources et licence

Included in the price

  • The full prompt35,000 characters, 11 chapters: the whole method, ready to paste.
  • UpdatesEvery new version lands in your library at no extra cost.

Example result

Illustrative example · provisional

What you ask

“Use Reflection loop that fills the gaps of a research run on my folder”

Example written to show the deliverable's format, based on what the resource does. It is not a capture of a real run; a real demo will replace it.

Technical details

Prerequisites
  • Python 3.10 or newer
  • n8n (self-hosted or cloud)
Compatibility and version

Claude Code 2.x · 1.0 · released November 7, 2026 · Last updated : November 7, 2026

External cost

Separate external service: API compatible OpenAI (provider pricing)AI tools are not included: you pay for them directly with the vendor.

Licence

Personal and professional use of what the agent produces. The agent itself may not be resold or redistributed.Draft wording, pending legal review.

Known limits
  • Always review the result before use.
  • A paid external service is required; its cost is separate.

Questions about this agent

Do I need to code?

No. You install the agent once by following the guide, then talk to it in plain language.

Does the agent act without my approval?

No. Agents suggest; sending and publishing wait for your approval.

Are external services included?

No. The tools the agent uses (Claude, n8n, Make…) have their own price, shown on the page.

Go further