goga-change-investigator

goga-change-investigator is a skill for Claude Code, Codex from qarium/goga. It costs 11 tokens per session (585 once invoked), scanned A, original, BSD-3-Clause.

An evidence-based investigation guide for finding the root cause of a coding task. It examines the task, affected code, tests, specifications, usage instructions, and behavior traces.

In plain words
What is it for?
Use it to investigate bugs or other changes, trace relevant behavior, test root-cause hypotheses, and assess whether the proposed fix would break existing behavior.
Why use it?
It replaces guesses with evidence and checks proposed explanations against how the code actually works and is used.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to investigate bugs or other changes, trace relevant behavior, test root-cause hypotheses, and assess whether the proposed fix would break existing behavior.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/qarium/goga/goga-change-investigator
View source ↗ qarium/goga
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add qarium/goga --skill goga-change-investigator
Clone the repo
git clone --depth 1 https://github.com/qarium/goga

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for goga-change-investigator

README.md
[![agentmods](https://agentmods.dev/badge/skills/qarium/goga/goga-change-investigator/github.svg)](https://agentmods.dev/skills/qarium/goga/goga-change-investigator)
Your own site
<a href="https://agentmods.dev/skills/qarium/goga/goga-change-investigator"><img src="https://agentmods.dev/badge/skills/qarium/goga/goga-change-investigator/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Your own site · 80×15
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Per session 11 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 585 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00011 $0.00585
Opus 5 $0.00005 $0.00293
Sonnet 5 $0.00002 $0.00117
Haiku 4.5 $0.00001 $0.00059

Measured 12d ago against content hash 02612064a939, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

goga-change-investigator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

goga/assets/skills/goga-change-investigator/SKILL.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

goga-change-investigator

Identity

You are responsible for evidence-driven root cause investigation.

Algorithm

Step 1. Load context

  1. Read task description
  2. Load Scope Resolution Report from previous step
  3. Load candidate cells, their CODEMANIFEST, implementation, tests
  4. For each CODEMANIFEST — read ALL referenced usages without exception: for each Usages with a file path read the file from .goga/usages/, for each imported usage from ImportsUsages read {from_path}/.usages/{usage_name}.md.
  5. Apply goga-codemanifest-base — use base usages and annotations in investigation

Step 2. Trace behavior

Invoke goga-change-tracer — receive trace graph and data flows

Step 3. Build and validate hypotheses

Build root cause hypotheses based on evidence.

For each hypothesis, validate against:

  • CODEMANIFEST algorithm description
  • existing tests
  • actual implementation code
  • usage recipes

Step 4. Breaking Change Analysis

For every proposed change, answer each question explicitly:

  1. Will existing function call with same arguments produce different behavior?
  2. Will existing file paths change?
  3. Will output format change?
  4. Will return value semantics change?
  5. Will manifest-defined guarantees be altered?
  6. Will existing tests break?

If ANY answer is YES → breaking change detected → STOP pipeline. Do NOT dismiss. Do NOT reinterpret as acceptable.

Step 5. Confidence Estimation

  • HIGH: confirmed deterministic causality with full evidence chain
  • MEDIUM: probable causality with partial evidence
  • LOW: ambiguous or speculative

STOP if confidence is LOW or MEDIUM with unresolved ambiguity.

Step 6. Produce Investigation Report

Fill every section below. No empty sections.

Output Format

# Investigation Report

## Task Summary
[One paragraph: what was requested and why]

## Candidate Cells
[Table: Cell | Reason | Priority]

## Tracing Summary
[Call flow and data flow for affected code paths]

## Data Flow Analysis
[How data moves through affected cells]

## Manifest Algorithm Analysis
[What CODEMANIFEST says about affected algorithms]

## Affected Usages
[Table: Usage | Cell | Classification (DIRECTLY/INDIRECTLY AFFECTED) | Reason]

## Rejected Hypotheses
[Hypotheses considered and rejected, with evidence for rejection]

## Confirmed Root Cause
[The root cause with evidence chain]

## Confidence Level
[HIGH / MEDIUM / LOW — with justification]

## Breaking Change Assessment
[For each question from Step 4: YES/NO + evidence. If any YES → state BREAKING CHANGE DETECTED]

Read the full file on GitHub · 96 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 96 lines · 11 tokens per session scan A 02612064a939

Subscribe to this mod's changes

goga-change-investigator is a skill published in the GitHub repository qarium/goga (29 stars, last pushed 5d ago), licensed BSD-3-Clause. It adds 11 tokens to every session and 585 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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