TOKREPO · Arsenal IA
Editorial collection

Human-in-the-Loop Delegation Briefs — Plan, Draft, Verify

A curated progression of five reusable prompts that convert raw notes into structured, reviewable briefs. These tools enforce human approval gates, prevent hallucination by marking missing data, and strictly separate planning from execution for tasks like booking, surveys, file sorting, and form filling.

5 ressources

Human-in-the-Loop Delegation Briefs — Plan, Draft, Verify est un pack curaté de l'arsenal TokRepo — 5 ressources IA sélectionnées à la main pour que vous installiez toute la pile en une seule commande. Chaque ressource est vérifiée en direct (statut public, téléchargement à jour), étiquetée par type principal, et curatée pour fonctionner avec les autres du pack.

Pour installer, exécutez `tokrepo install pack/tokrepo-editorial-agent-6d27aee8666f` dans votre terminal — ou passez la même commande à votre agent IA (Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Cline, Roo Code et Windsurf sont tous pris en charge). Le TokRepo Node CLI récupère chaque ressource depuis le registre, place les fichiers de skill dans `.claude/skills/`, les prompts dans votre dossier de prompts, les serveurs MCP dans la config du client, et affiche un résumé de ce qui a été installé.

Sans pack, il faudrait découvrir, vérifier et installer chacune de ces 5 ressources une par une — généralement 30 à 60 minutes par ressource. Le pack ramène ça à une seule commande, et reste à jour à mesure que les ressources sous-jacentes sont republiées. Si une ressource passe en privé ou est supprimée, le pack le détecte automatiquement et saute cette entrée à la prochaine installation — pas de bundle cassé.

INSTALLER · UNE COMMANDE
$ tokrepo install pack/tokrepo-editorial-agent-6d27aee8666f
passez-la à votre agent — ou collez-la dans votre terminal

Comment utiliser cette collection

## Mission This collection provides a safety-first workflow for delegating tasks to AI agents or human assistants. Instead of letting an agent act immediately, you use these prompts to generate a written contract (the brief) that defines exactly what the agent can do, what it must ask, and where you must intervene. ## Prerequisites - A standard LLM chat interface that accepts long text pastes. - No terminal, API keys, or special software installation is required. - You must be willing to read the output carefully and fill in gaps marked as `[NEEDS MY INPUT]` or `MISSING`. ## Progression Steps 1. **Decision & Planning**: Start with the **Manual vs. Agent-Assisted Task Planner**. Define your task, inputs, constraints, and risk tolerance. This step produces a comparison table showing which steps you should do manually versus which are safe to delegate. It establishes the permission checkpoints you will need later. 2. **Low-Stakes Practice**: Use the **Restaurant Booking Brief** to practice the delegation format on a reversible, low-risk task. The prompt converts your notes into a constraints table, a booking script with fallback options, and a confirmation checklist. Note: This does not book anything; it prepares a script for a helper. 3. **Handling Sensitive Data**: Move to the **Draft-Only Survey Invitations** brief. This adds strict exclusion rules and an approval gate. It ensures that no recipient is silently dropped and that sensitive lists are handled with care. The agent only drafts the invitation; you must send it. 4. **File System Safety**: Apply the discipline to local files with the **Image Sorting Safety Brief**. This prompt requires you to define root folders, off-limits areas, and an undo plan before any file is moved. It defaults deletion to 'NO' and requires a dry-run report. 5. **High-Stakes Verification**: Finish with the **Form-Filling Test-and-Verify Brief**. This creates a sample-data test pack and a verification table for live web forms. It includes hard stop rules for submissions and passwords, ensuring the agent never submits real data without your explicit, manual review. ## Critical Limitations - **No Execution**: None of these prompts perform actions. They do not browse, send emails, move files, or submit forms. They produce documents. - **No Fact Verification**: The prompts cannot verify facts not provided in your input. If information is missing, they will label it as `MISSING` rather than guessing. - **Privacy Warning**: Do not paste sensitive personal data (like real account numbers or private addresses) into these prompts unless you are comfortable with it being stored in your chat history. Use placeholders instead.

Ce qu'il contient

5 ressources prêtes à installer

Prompt#01
Manual vs. Agent-Assisted Task Planner

An original prompt to compare doing a task manually or with AI help, with step-by-step roles and permission checkpoints you approve.

Raison de la sélection:Entry Point: Forces definition of TASK, INPUTS, CONSTRAINTS, and RISK TOLERANCE. Returns a step-by-step comparison table with permission checkpoints, helping you decide which parts of a task are safe to delegate and which require manual execution.

by Prompt Lab·110 views
$ tokrepo install manual-vs-agent-assisted-task-planner-0d5548c7
Prompt#02
Restaurant Booking Brief Prompt for a Helper

A reusable prompt that turns your notes into a restaurant booking brief with constraints, a booking script, fallbacks and a confirm-back checklist.

Raison de la sélection:Low-Stakes Rehearsal: Converts rough notes into a structured restaurant booking brief with constraints, scripts, and fallbacks. Teaches the user how to structure a delegation request without granting the agent access to live booking systems.

by Prompt Lab·127 views
$ tokrepo install restaurant-booking-brief-prompt-helper-6347b452
Prompt#03
Delegation Brief for Draft-Only Survey Invitations

A reusable prompt that turns survey notes and recipient conditions into a draft-only agent brief with exclusion rules and a human approval gate.

Raison de la sélection:Sensitive Data Handling: Adds exclusion rules and a human approval gate for survey invitations. Ensures every named recipient is accounted for in an exclusion table and prevents the agent from sending emails directly.

by Prompt Lab·138 views
$ tokrepo install delegation-brief-draft-only-survey-invitations-9d6a2a9d
Prompt#04
Safety Brief Before an Agent Sorts Your Images

A reusable prompt that turns your folder, rename and undo answers into a one-page brief an image-sorting helper must follow.

Raison de la sélection:File System Safety: Defines strict boundaries for image sorting tasks, including root folders, off-limits areas, and an undo plan. Defaults deletion to NO and requires a dry-run report before any file changes occur.

by Prompt Lab·121 views
$ tokrepo install safety-brief-before-agent-sorts-your-images-c84b0798
Prompt#05
Test-and-Verify Brief for a Form-Filling Agent

A reusable prompt that turns a described form into a sample-data test pack, checkpoint plan and hard stop rules before any live submission.

Raison de la sélection:High-Stakes Verification: Creates a test-and-verify brief for form-filling agents using SAMPLE data. Includes hard stop rules for submissions and passwords, ensuring the agent never interacts with live forms without human oversight.

by Prompt Lab·112 views
$ tokrepo install test-verify-brief-form-filling-agent-c1cedbe9
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