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Skeleton NLSpec structures for common project types. Use these as starting frames, not rigid templates.
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Complete reference for the factory CLI — all commands, arguments, options, and usage. Use when an agent needs to invoke factory commands, check correct syntax, or understand available options.
When and how to write a human-action-needed entry to memory/{agent}/needs.md. Agents write these entries when they hit blockers that only a human can resolve.
When you encounter a failure, correction, or new pattern, write a learning and optionally propose a skill.
How the factory workspace is organized and what each directory means.
What to examine during a reflection pass and how to write observations to memory/{agent}/needs.md.
When and how to write scenario holdouts for factory verification.
Baseado na classificação ocupacional SOC
| name | spec-patterns |
| description | Skeleton NLSpec structures for common project types. Use these as starting frames, not rigid templates. |
## Overview
{What it does in one sentence}
## Behavioral Requirements
- Accepts {arguments/flags}
- Outputs {format} to {stdout/file}
- Handles {error cases} with {behavior}
## Interface Boundaries
### CLI interface
{Exact command syntax and flag descriptions}
### Output format
{Schema or example output}
## Constraints
- No external dependencies beyond stdlib (or: depends on {libraries})
- Must run on Python 3.10+
## Verification Criteria
- {Concrete, testable condition}
- {Concrete, testable condition}
The same structure — Overview, Behavioral Requirements, Interface Boundaries, Constraints, Verification Criteria — applies to all project types (Web APIs, data pipelines, libraries). Adapt section contents to fit the project type's conventions and vocabulary.