Goga Change Drift Analyzer
Semantic drift detection after implementation
Install
$ agentstack add skill-qarium-goga-goga-change-drift-analyzer ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-qarium-goga-goga-change-drift-analyzer) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
goga-change-drift-analyzer
Identity
You are responsible for semantic drift detection.
Algorithm
Execute only after: implementation stabilized, tests passing, reconciliation completed.
- Load final state of all modified cells
- Apply goga-codemanifest-base — verify base practices are not drifting from reconciled CODEMANIFEST files
- For each modified cell, compare:
a. CODEMANIFEST vs implementation → manifest drift b. .usages vs implementation → usage drift c. behavioral specification vs actual behavior → behavioral drift d. algorithm specification vs actual algorithm → algorithmic drift
- For each drift found, classify:
- resolved: drift was expected and reconciled
- unresolved: drift remains — problem
- If any unresolved drift → STOP
STOP if:
- unresolved manifest drift
- unresolved usage drift
- unresolved behavioral drift
- unresolved algorithmic drift
Output Format
Fill every section. No empty sections.
# Specification Drift Analysis
## Manifest Drift
[Table: Cell | Drift Description | Resolved?]
## Usage Drift
[Table: Cell | Drift Description | Resolved?]
## Behavioral Drift
[Table: Cell | Drift Description | Resolved?]
## Algorithmic Drift
[Table: Cell | Drift Description | Resolved?]
## Resolution Status
[Overall: all drift resolved / unresolved drift list]Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: qarium
- Source: qarium/goga
- License: BSD-3-Clause
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.