implement

Execute autonomous task workflows with external model review and auditable ledger.

126|22|Updated Jun 22, 2025
One-click install
npx skills add https://github.com/raine/consult-llm --skill implement-raine
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: implement
Source: https://github.com/raine/consult-llm/tree/main/skills/implement
Command: npx skills add https://github.com/raine/consult-llm --skill implement-raine

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

End-to-end autonomous workflow orchestration for building, validating, and executing a task with external model review. It coordinates spec creation, planning, independent reviews, implementation, verification, and summary, all with an auditable decision ledger and no user interaction.

Core Features & Use Cases

  • End-to-end autonomous workflow: spec → plan → review → implement → verification → summary.
  • Review governance: leverage consult-llm for independent reviewer proposals, evidence-based ADRs (Approach Decision Records), and a written decision ledger to resolve conflicts.
  • Triggered verification: post-implementation verification review and summary, with traceable evidence and audit trail.
  • Preload contract: Load the consult-llm skill before proceeding to define invocation contracts; never call the CLI without loading it first.

Quick Start

Load the consult-llm skill before proceeding and start the implement workflow.

Frequently Asked Questions about implement

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

FAQPage Schema
How do I automate autonomous task planning with independent LLM review?

Autonomous task planning with independent LLM review is orchestrated by executing an end-to-end workflow spanning spec creation, planning, implementation, and verification. It leverages an external consult-llm contract for independent reviewer proposals while maintaining a decision ledger for governance.

What is an auditable ledger for autonomous task workflows?

An auditable ledger for autonomous task workflows is a traceable record of evidence-based Approach Decision Records (ADRs) and conflict resolutions. It guarantees governance by tracking decisions made during spec, plan, review, implementation, and verification phases.

How do I set up an autonomous workflow with external model review?

To set up an autonomous workflow with external model review, you must first load the consult-llm skill to define invocation contracts. Once this preload contract is established, you can start the workflow to generate specs, plans, and trigger verification.

Can I execute an end-to-end implementation workflow without user interaction?

Yes, you can execute an end-to-end implementation workflow without user interaction by applying an autonomous orchestration process. It coordinates spec creation, independent reviews, implementation, and post-implementation verification automatically.

Does autonomous task verification require a preloaded consult-llm contract?

Yes, autonomous task verification requires a preloaded consult-llm contract to enforce governance. You must load the consult-llm skill before proceeding to define invocation contracts and ensure traceable evidence during the review.