init-task-persistence

Preserve verbatim operator intent in an append-only init-task artefact.

11|1|Updated Apr 10, 2026
One-click install
npx skills add https://github.com/Arcanada-one/datarim --skill init-task-persistence
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: init-task-persistence
Source: https://github.com/Arcanada-one/datarim/tree/main/skills/init-task-persistence
Command: npx skills add https://github.com/Arcanada-one/datarim --skill init-task-persistence

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill guarantees the pipeline keeps the operator’s original intent intact by creating a per-task, append-only init-task artefact that every subsequent stage must read to detect and surface drift.

Core Features & Use Cases

  • Creates a canonical init-task record that stores the verbatim /dr-init command brief plus an operator append-log.
  • Enforces mandatory reading across stages so /dr-prd, /dr-plan, /dr-design, /dr-do, /dr-qa, /dr-compliance, and /dr-archive reconcile output with the init-task.
  • Supports operator amendments with auditability via a structured, chronological append-log contract (including Q&A round blocks when required).
  • Handles skipped /dr-init recovery by allowing retroactive backfill to seed a missing init-task so later QA utilities can proceed.

Quick Start

Use the init-task-persistence Skill to ensure your task’s verbatim operator intent is written at datarim/tasks/{TASK-ID}-init-task.md during /dr-init and then consistently validated and reflected by all subsequent pipeline commands.

Frequently Asked Questions about init-task-persistence

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I preserve operator intent across a multi-stage AI workflow pipeline?

To preserve operator intent across an AI workflow pipeline, you create an append-only init-task artefact at task initialization that every subsequent stage must read to detect and reconcile drift from the original brief.

What is an append-only task lifecycle artefact and when do I need it?

An append-only task lifecycle artefact is a chronological record storing verbatim operator commands and amendments. You need it when multi-stage execution workflows require stable context across requirements, planning, QA, and archival phases.

How do I reconcile drift in downstream pipeline stages after initial task planning?

You reconcile drift in downstream pipeline stages by enforcing mandatory reads of the init-task artefact during each phase, allowing commands like /dr-prd and /dr-qa to validate their outputs against the original operator intent.

Can I recover a workflow validation pipeline if the initialization command was skipped?

You can recover a workflow validation pipeline if initialization is skipped by using a retroactive backfill path to seed the missing init-task artefact, ensuring later QA utilities can proceed with downstream validation.

How does audit trail logging work for operator amendments during task execution?

Audit trail logging for operator amendments works through a structured YAML schema that chronologically appends operator inputs and Q&A blocks to the task artefact, ensuring traceability without modifying previous entries.

Does task lifecycle persistence require a specific artifact schema for compliance validation?

Task lifecycle persistence requires a closed YAML artifact schema for compliance validation, ensuring that the init-task record strictly captures the verbatim operator brief and append-log to meet stage audit requirements.