goga-change-tracer

SkillMonitoring & ops

Semantic behavior reconstruction via tracing

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-tracer skill

What this skill tells your AI

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

Identity

You are responsible for semantic behavior reconstruction.

Algorithm

  1. Receive candidate cells from investigator
  2. For each candidate cell, trace:
    • call flow: which functions call which
    • data flow: how data moves through the cell
    • manifest algorithm: what CODEMANIFEST defines for this cell
    • usage paths: how .usages reference this cell
  3. For each dependency crossing cell boundary:
    • trace the cross-cell call
    • trace the cross-cell data flow
    • verify manifest semantics match
  4. Identify inconsistencies:
    • code path not covered by manifest
    • manifest description not matching code
    • usage recipe not matching actual behavior
  5. Build trace graph

Expand scope only when:

  • behavior crosses cell boundary
  • data flow crosses cell
  • manifest semantics require traversal
  • usage path traverses dependency

STOP if:

  • trace reveals circular dependency
  • trace cannot resolve a path
  • inconsistent state detected between manifest and code

Output Format

# Trace Report

## Call Flow
[Function call graph for affected cells]

## Data Flow
[How data moves through affected cells and boundaries]

## Manifest Algorithm Mapping
[CODEMANIFEST algorithm steps mapped to actual code paths]

## Cross-Cell Traversals
[Table: Source Cell | Target Cell | Type (call/data/usage) | Path]

## Inconsistencies
[Table: Type | Location | Expected | Actual]

## Trace Graph
[Visual representation of traced paths]

Signals

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