Goga Accept Usage Review

goga-accept-usage-review

Identity

You are responsible for validating cell-level usage files against actual implementation during acceptance: verifying example accuracy and API description completeness.

Key Principle

You compare usages against actual implementation, update cell-level usages when necessary, and record discrepancies in project usages without modifying them.

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Algorithm

Step 1. Load context

1. Load the Acceptance Scope Report
2. For each cell from the Acceptance Scope Report:

a. Load CODEMANIFEST b. Load implementation files c. Load all cell-level usages: /.usages/*.md d. Load all project usages referenced by the cell via the Usages directive (files from .goga/usages/)

Step 2. Analyze cell-level usages

Question: How accurately do cell-level usages describe the cell facade API for the consumer?

Cell-level usages (.usages/*.md) are consumer-facing documentation for the cell facade API. They describe ready-to-use facade usage patterns.

For each file in /.usages/*.md:

1. Example validity: Do the usage examples work with the current cell facade API?
2. Description accuracy: Do parameter descriptions, signatures, and behavior match the actual API?
3. Entity name alignment: Do entity names in the usage match signatures in CODEMANIFEST?
4. Coverage completeness: Are all key facade usage scenarios documented?
5. Self-sufficiency: Can the consumer understand the pattern without reading the cell source code?
6. No duplication: Does the usage avoid duplicating CODEMANIFEST annotations? (Usage describes how to use, not what to implement)

For each discrepancy — update the cell-level usage file.

Step 3. Analyze project usages

Question: Are the project usages referenced by the cell accurate?

Project usages (.goga/usages/) are shared practice documents: libraries, tools, conventions. The agent does not refactor project usages — only records issues.

For each project usage referenced by the cell:

1. Example validity: Do the code examples work with the current library/tool API?
2. API coverage: Are all consumed parts of the API documented? (If an undocumented part is used — record it)
3. Description accuracy: Do descriptions match the actual behavior?

For each discrepancy — record a remark without modifying the file.

Step 4. Validate updates

1. Run: goga lint
2. Fix errors if any

STOP if:

• Cell-level usage cannot be reconciled with implementation
• Linter fails after updates

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Output format

Fill in every section. Empty sections are not allowed.

# Usage Review Report

## Cell-level usages
[Table: Cell | Usage file | Examples valid? | Descriptions accurate? | Names aligned? | Updated?]

## Project usages — remarks
[Table: Usage file | Referenced by cells | Remark | Type (broken example / undocumented API / inaccurate description)]

## Integrity
[Table: Cell | All Usages have files? | All imported usages exist? | All usages referenced in annotations?]

## Applied updates
[Table: Usage file | Change | Reason]

## Uncovered patterns
[Facade usage patterns not documented in usages. Empty if none]

## Overall consistency
[CONSISTENT / INCONSISTENT — with justification]

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.