---

name: "AI Company Framework"

slug: "ai-company-framework"

version: "3.0.0"

homepage: "https://clawhub.com/skills/ai-company-framework"

description: |

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

license: MIT-0

install:

requires: []

verify_command: python -c "print('ok')"

dependencies:

runtime:

• python3.9+

skills: ["ai-company-hq","ai-company-harness"]

tags: [ai-company,framework,schema,standardization,modularization,generalization,registry,pipeline,starter]

triggers:

• schema compliance
• skill standardization
• modularization
• generalization
• ecosystem registry
• skill learning
• skill scaffolding
• naming conventions

interface:

inputs:

type: object

schema:

type: object

properties:

task:

type: string

description: Task description

context:

type: object

description: Optional context information

required: [task]

outputs:

type: object

schema:

type: object

properties:

result:

type: string

description: Operation result

report:

type: object

description: Detailed report data

required: [result]

errors:

• code: FW_001

message: "Schema validation failed"

• code: FW_002

message: "Modularization violation"

• code: FW_003

message: "Registry lookup failed"

• code: FW_004

message: "Learning pipeline error"

• code: FW_005

message: "Scaffolding generation failed"

permissions:

files: [read, write]

network: [api]

commands: []

mcp: [sessions_send, subagents]

quality:

saST: Pass

vetter: Approved

idempotent: true

metadata:

category: infrastructure

layer: AGENT

cluster: ai-company

maturity: STABLE

license: MIT-0

standardized: true

department: framework-and-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]

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 |

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)