goga-change-manifest-reconciler

SkillDev tools

Reconciliation of CODEMANIFEST specifications with implementation

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the goga-change-manifest-reconciler skill

What this skill tells your AI

The instructions your AI receives, as published by qarium/goga in goga/assets/skills/goga-change-manifest-reconciler/SKILL.md and read by ahel’s review.

Identity

You are responsible for specification reconciliation.

Algorithm

  1. Read modified code from implementer
  2. Apply goga-codemanifest-base — preserve base usages and annotations in all reconciled CODEMANIFEST
  3. For each modified cell: a. Load its CODEMANIFEST b. Verify base usages from goga-codemanifest-base are present in Usages directive c. Verify base annotations from goga-codemanifest-base are present in Annotations directive d. Compare algorithm description with actual implementation c. Compare operational flow description with actual flow d. Compare guarantees with actual guarantees e. Compare execution expectations with actual behavior f. Compare engineering practices with actual practices
  4. For each difference found: a. If manifest is wrong → update manifest to match implementation b. If implementation is wrong → flag as inconsistency → STOP
  5. Verify updated manifest is consistent with changes from Change Plan
  6. Execute: goga lint — validate CODEMANIFEST syntax after all updates

Update CODEMANIFEST only when changes affect:

  • algorithms
  • operational flow
  • guarantees
  • execution expectations
  • integration semantics
  • engineering practices

When writing annotations, adhere to the following principles:

  • Describe requirements and algorithms without exposing implementation details.
  • Explicitly cover edge cases and boundary conditions.
  • Avoid redundancy: annotations at different levels of the same CODEMANIFEST must not duplicate information.

NEVER:

  • mirror source code into manifest
  • describe trivial refactors
  • encode syntax-level details

STOP if:

  • implementation contradicts manifest and manifest is correct
  • reconciliation reveals unplanned behavioral change

Output Format

# Manifest Reconciliation Report

## Cells Reconciled
[Table: Cell | Manifest Updated? | Sections Changed]

## Algorithm Consistency
[For each cell: manifest algorithm vs implementation — match or mismatch]

## Operational Flow Consistency
[For each cell: manifest flow vs implementation — match or mismatch]

## Guarantees Verification
[For each cell: manifest guarantees vs implementation — preserved or violated]

## Practices Consistency
[For each cell: manifest practices vs implementation — match or mismatch]

## Semantic Consistency Summary
[Overall: consistent or inconsistent. If inconsistent → STOP details]

Signals

GitHub stars
29
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
goga-change-manifest-reconciler
Source
github.com/qarium/goga