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mp-hitl

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Grill HITL decisions into AFK-ready execution

#github#prd#issue triage#dependency graph#hitl#afk#decision resolution
AuthorMartinoPolo
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Resolves Human In The Loop (HITL) GitHub issues by extracting unresolved decisions, gathering evidence from the codebase, and flipping the resulting issues to AFK so they can be executed autonomously.

Core Features & Use Cases

  • Identifies the right PRD and task scope: Accepts a PRD issue URL/number or auto-detects open PRDs to ground decisions in shared context.
  • Builds a dependency graph from blockers: Parses “Blocking Relationships” to find which HITL issues are unblocked (i.e., all blockers are closed or already AFK).
  • Orders and resolves decisions with evidence: Grills issues in priority order (lowest number or most-blocking via transitive unblock count), pre-answering questions by exploring relevant repository code.
  • Updates issues to enable autonomous runs: Appends resolved/unresolved sections and flips labels from HITL to AFK when decisions are resolved.

Quick Start

Use this skill to “resolve HITL issues into AFK-ready state” by targeting a PRD issue number and choosing whether to process lowest-number first or the most-blocking first.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: mp-hitl
Download link: https://github.com/MartinoPolo/mpx-claude-code/archive/main.zip#mp-hitl

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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