AI Company Framework

面向 ClawHub 的技能治理框架技能，覆盖 Schema 合规、命名规范、技能标准化、模块化与泛化、生态注册表、技能学习流水线和 starter 脚手架；提供实现、健壮性检查、测试用例、文档、工作流执行五类可复制提示词，完整规范见 references/method-patterns.md。

johnsmithfan

热度 67.66

最近更新 2026-09-17 00:50:05

分类：开发依赖：内部调用大模型 / MCP 服务 / 读写文件应用场景：模板 / 工作流 / 代码生成

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add ai-company-framework

Metadata

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

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/:

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)