القائمة
Skeleton NLSpec structures for common project types. Use these as starting frames, not rigid templates.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.
| 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.