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.