AI Company Framework

SKILL.md

---
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](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](references/method-patterns.md#1-trigger-scenarios)
- [2. Core Identity](references/method-patterns.md#2-core-identity)
- [3. Core Responsibilities](references/method-patterns.md#3-core-responsibilities)
- [4. Constraints](references/method-patterns.md#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/](prompts/):
- [01-implement-method.md](prompts/01-implement-method.md)
- [02-robustness-checks.md](prompts/02-robustness-checks.md)
- [03-test-cases.md](prompts/03-test-cases.md)
- [04-documentation.md](prompts/04-documentation.md)
- [05-workflow-execution.md](prompts/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](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)