skills.rest
richkuo
richkuoCOMMUNITY
Explore all skills by this author →
GitHub

fable-validate-fableplan-loop

Validate GitHub issues with Fable 5 and generate implementation plans.

45|7|Updated Jul 4, 2026
Search Tags:#automation#workflow#code review#github#issue tracking#fable
One-click install
npx skills add https://github.com/richkuo/rk-skills --skill fable-validate-fableplan-loop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fable-validate-fableplan-loop
Source: https://github.com/richkuo/rk-skills/tree/main/skills/fable-validate-fableplan-loop
Command: npx skills add https://github.com/richkuo/rk-skills --skill fable-validate-fableplan-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the manual overhead of verifying GitHub issues, drafting implementation plans, and managing the PR review cycle by automating the entire chain from validation to final approval.

Core Features & Use Cases

  • Autonomous Validation: Uses Fable 5 to fact-check issue claims against the codebase and assess architectural feasibility.
  • Unconditional Planning: Generates a vetted implementation plan for every issue, ensuring clear documentation and alignment before coding begins.
  • End-to-End Execution: Seamlessly hands off validated and planned issues to the implementation loop, driving the PR through review until completion.

Quick Start

Trigger the fable-validate-fableplan-loop skill by providing the issue number or URL to initiate the full automated validation, planning, and implementation workflow.

Frequently Asked Questions about fable-validate-fableplan-loop

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

FAQPage Schema
How do I automate GitHub issue validation and implementation planning?▼

Automating GitHub issue validation and implementation planning is achieved by chaining fact-checking against the codebase with Fable 5 planning. This autonomous workflow verifies architectural feasibility and generates a vetted plan before code generation begins.

What is the best way to automate the end-to-end lifecycle of a GitHub issue?▼

The best way to automate the end-to-end lifecycle of a GitHub issue is using an autonomous loop that handles validation, planning, and implementation. It seamlessly hands off vetted issues to drive the PR through review until completion.

How does Fable 5 fact-check issue claims against the codebase?▼

Fable 5 fact-checks issue claims by autonomously validating them against the existing codebase to assess architectural feasibility. This ensures requirements are rigorously verified before an unconditional implementation plan is generated.

Can I use autonomous planning for complex software development workflows requiring high-reliability PR creation?▼

Yes, you can use autonomous planning for complex software development workflows requiring high-reliability PR creation. The workflow applies rigorous architectural verification and multi-step agentic coordination to ensure consistent planning before code generation.

How do I trigger the automated validation and planning workflow for a GitHub issue?▼

To trigger the automated validation and planning workflow, provide the specific GitHub issue number or URL. This initiates the full autonomous chain, moving seamlessly from validation to planning and final implementation.

Related Skills

Explore More Software Engineering Skills→
jitraponjitrapon
11

scaffold-issue

Scaffold a branch-specific specification from a GitHub issue.

Community
Advanced
nbarthelemynbarthelemy

autonomous-loop

Manage autonomous iterative development loops with checkpointing, cost tracking, and safety limits.

Community
Advanced
troykellytroykelly
10

issue-driven-development

Orchestrate a 13-step GitHub issue-driven development workflow with TDD and CI verification.

Community
Advanced
richkuorichkuo
45

validate-issue-loop

Automates GitHub issue lifecycle from validation to pull request implementation.

Community
Advanced