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sibyl-build-convergence

Automate build convergence by gathering signals and distilling execution records.

Updated Aug 27, 2026
Search Tags:#feedback loop#code validation#deterministic execution#build convergence#AEP lifecycle
One-click install
npx skills add https://github.com/memorysaver/SIBYL --skill sibyl-build-convergence
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sibyl-build-convergence
Source: https://github.com/memorysaver/SIBYL/tree/main/apps/harness/skills/sibyl-build-convergence
Command: npx skills add https://github.com/memorysaver/SIBYL --skill sibyl-build-convergence

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the build convergence process for deterministic agent execution, ensuring a systematic approach to building and validating code, reducing ambiguity and enhancing predictability.

Core Features & Use Cases

  • Gather Build-Time Signal: Collects build-time runtime signals before archiving changes, ensuring that all relevant data is captured.
  • Distill Execution Records: Processes completed layer's execution records into a retrospective and proposal-only distillation for review.
  • Reflect on Distillation: Utilizes the distillation as an automatic feedback source during the reflection phase of the AEP lifecycle.

Quick Start

To initiate the build convergence process, run the sibyl wrap-gather command before archiving changes and sibyl distill after layer completion.

Frequently Asked Questions about sibyl-build-convergence

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

FAQPage Schema
How do I automate build convergence for deterministic agent execution?▼

Build convergence is automated by gathering build-time runtime signals and distilling execution records into proposals, providing deterministic feedback for agent reflection during the AEP lifecycle.

What is the AEP lifecycle wrap and reflect process for code validation?▼

The AEP wrap and reflect process captures build-time signals before archiving changes and uses distilled execution records as automatic feedback to validate code and reduce execution ambiguity.

How do I gather build-time signals before archiving agent execution changes?▼

You can gather build-time signals by running the `sibyl wrap-gather` command before archiving changes, ensuring all relevant runtime data is captured for deterministic execution validation.

Do I need a SIBYL harness to distill execution records for retrospective review?▼

Yes, distilling completed layer execution records into a retrospective, proposal-only format requires a SIBYL harness and running the `sibyl distill` command after layer completion.

Why does build convergence reduce ambiguity in deterministic code validation?▼

Build convergence reduces ambiguity by systematically processing execution records into distillations, ensuring agents receive structured, retrospective feedback during the reflection phase rather than unpredictable runtime data.

Can I use build convergence distillation as an automatic feedback source for agent reflection?▼

Yes, the distillation of completed execution records serves as an automatic feedback source during the reflection phase of the AEP lifecycle, providing proposal-only data for review.

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