Claude
Skill
goga-change-drift-analyzer
Semantic drift detection after implementation
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Download
qarium-goga-goga_assets_skills_goga-change-drift-analyzer-f1257db.zip · 0 KB
Install
skills CLI
npx skills add https://github.com/qarium/goga/tree/1.2.x/goga/assets/skills/goga-change-drift-analyzer
Claude Code
claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install qarium-goga@llmmart
Git
git clone https://github.com/qarium/goga.git
The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole qarium/goga collection as a plugin from our marketplace. Git is the plain clone.
Skill manifest
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:
- CODEMANIFEST vs implementation → manifest drift
- .usages vs implementation → usage drift
- behavioral specification vs actual behavior → behavioral drift
- 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]
Files (goga)
-
SKILL.md 1.4 KB
--- name: goga-change-drift-analyzer description: Semantic drift detection after implementation --- # goga-change-drift-analyzer ## Identity You are responsible for semantic drift detection. ## Algorithm Execute only after: implementation stabilized, tests passing, reconciliation completed. 1. Load final state of all modified cells 2. Apply goga-codemanifest-base — verify base practices are not drifting from reconciled CODEMANIFEST files 3. 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 4. For each drift found, classify: - resolved: drift was expected and reconciled - unresolved: drift remains — problem 5. 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. ```md # 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] ```
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