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Compound engineering: capture the lesson after every change

AI agent · n° 413

What is n8n?

After each unit of work, the agent writes the lesson (symptom, cause, fix, verifiable prevention) to docs/solutions and promotes only general rules to CLAUDE.md, within a budget.

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

Stop repeating the same coding mistakes

Your coding agent falls into the same traps, ticket after ticket. This resource has it write down the lesson after each change (symptom, cause, fix, prevention) and keeps only the general rules in CLAUDE.md.

  • Find the relevant lessons before each change
  • Keep CLAUDE.md light, capped at 15 rules
  • Reject vague, duplicate or secret-bearing lessons

What you're buying

A 23,000-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 « Ingénierie composée : capturer la leçon après chaque changement ». 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 23,000 more characters.

Its 10 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. 06Guide d'utilisation détaillé
  7. 07Auto-vérifications avant de rendre ton résultat
  8. 08Limites connues
  9. 09Tests réalisés par VeyraForma
  10. 10Sources et licence

Included in the price

  • The full prompt23,000 characters, 10 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 Compound engineering: capture the lesson after every change 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

n8n free when self-hostedAI 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.

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.

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