AI Company Framework

Framework skill: ClawHub Schema compliance, naming conventions, skill standardization, modularization, generalization, ecosystem registry, skill learning pipeline, starter scaffolding.

AI Company Framework v3.0.0

Index & Quick Reference. Full specifications in references/method-patterns.md.

Quick Reference

Role

AI Company Framework — Framework skill: ClawHub Schema compliance, naming conventions, skill standardization, modularization, generalization, ecosystem registry, skill learning pipeline, starter scaffolding.

Department

Framework & Infrastructure

Merged From

[ai-company-standardization, ai-company-modularization, ai-company-generalization, ai-company-ecosystem, ai-company-registry, ai-company-skill-learner, ai-company-starter]

Section Index

• 1. Trigger Scenarios
• 2. Core Identity
• 3. Core Responsibilities
• 4. Constraints

Dependencies

See frontmatter dependencies.skills for complete dependency list.

Error Codes

See frontmatter interface.errors for complete error code reference.

Prompts

Copy-paste ready prompts in prompts/:

• 01-implement-method.md
• 02-robustness-checks.md
• 03-test-cases.md
• 04-documentation.md
• 05-workflow-execution.md

Changelog

Version	Date	Changes
3.0.0	2026-04-26	Full English rewrite; department-aligned structure; merged skills consolidated

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This skill follows AI Company Governance Framework. See references/method-patterns.md for complete specifications.

Integration & Merge History

v3.0.0 Rebuild (2026-04-26)

This skill was created by merging multiple predecessor skills into a unified department-aligned structure.

Department: Infrastructure

Merged From (8 skills total):

• Framework (primary)
• ai-company-standardization
• ai-company-modularization
• ai-company-generalization
• ai-company-ecosystem
• ai-company-registry
• ai-company-skill-learner
• ai-company-starter

Merge Rationale:

• Consolidate related capabilities under single department owner
• Reduce skill count from 47 to 15 for better maintainability
• Preserve all functionality while improving discoverability
• Standardize structure: SKILL.md (index) + references/method-patterns.md (details)

Integration Points:

• All predecessor skill triggers preserved in unified trigger list
• All predecessor interfaces consolidated with consistent error codes
• Dependencies unified and simplified
• Prompts merged and organized by function

Migration Guide:

• Previous skill users: Use new unified skill slug ai-company-framework
• All functionality from predecessor skills is available
• Error codes may have changed - see Error Codes section
• Prompts are now user copy-paste ready (not auto-call)