← Back to Skills Marketplace

AI Company Framework

Name: AI Company Framework
Author: johnsmithfan

by JohnSmithfan · GitHub ↗ · v3.0.2 · MIT-0

cross-platform ✓ Security Clean

178

Downloads

Stars

Active Installs

Versions

Install in OpenClaw

/install ai-company-framework

Description

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

README (SKILL.md)

\r \r

AI Company Framework v3.0.0\r

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

Quick Reference\r

Role\r

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

Department\r

Framework & Infrastructure\r \r

Merged From\r

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

Section Index\r

Dependencies\r

\r See frontmatter dependencies.skills for complete dependency list.\r \r

Error Codes\r

\r See frontmatter interface.errors for complete error code reference.\r \r

Prompts\r

\r Copy-paste ready prompts in prompts/:\r

Changelog\r

\r | Version | Date | Changes |\r |---------|------|---------|\r | 3.0.0 | 2026-04-26 | Full English rewrite; department-aligned structure; merged skills consolidated |\r \r ---\r \r This skill follows AI Company Governance Framework. See references/method-patterns.md for complete specifications.\r \r

Integration & Merge History\r

\r v3.0.0 Rebuild (2026-04-26)\r \r This skill was created by merging multiple predecessor skills into a unified department-aligned structure.\r \r Department: Infrastructure\r \r Merged From (8 skills total):\r

Framework (primary)\r
ai-company-standardization\r
ai-company-modularization\r
ai-company-generalization\r
ai-company-ecosystem\r
ai-company-registry\r
ai-company-skill-learner\r
ai-company-starter\r \r Merge Rationale:\r
Consolidate related capabilities under single department owner\r
Reduce skill count from 47 to 15 for better maintainability\r
Preserve all functionality while improving discoverability\r
Standardize structure: SKILL.md (index) + references/method-patterns.md (details)\r \r Integration Points:\r
All predecessor skill triggers preserved in unified trigger list\r
All predecessor interfaces consolidated with consistent error codes\r
Dependencies unified and simplified\r
Prompts merged and organized by function\r \r Migration Guide:\r
Previous skill users: Use new unified skill slug ai-company-framework\r
All functionality from predecessor skills is available\r
Error codes may have changed - see Error Codes section\r
Prompts are now user copy-paste ready (not auto-call)\r \r

Usage Guidance

This skill is primarily documentation, prompts, and standards for an internal 'AI Company' framework — its content matches that purpose and it asks for no secrets or installs. Before enabling it for autonomous use, check the following: 1) Verify the skill source/homepage and that you trust the owner (source is 'unknown' in the registry metadata). 2) Confirm your platform policy for permissions: file read/write, network API access, and mcp subagent/session capabilities are relatively powerful — restrict them or sandbox the skill if you don't want it spawning subagents or calling external APIs. 3) Audit and sandbox any integration with ai-company-hq or harness dependencies before granting production access. 4) If you need higher assurance, run the prompts in an isolated environment (developer sandbox) and inspect any runtime interactions with HQ/registry. If you want more confidence about network endpoints or exact runtime behavior, provide additional details about the platform's HQ/registry endpoints and the ai-company-hq/ai-company-harness skills for a deeper review.

Capability Analysis

Type: OpenClaw Skill Name: ai-company-framework Version: 3.0.2 The AI Company Framework is a comprehensive set of standards, naming conventions, and workflow prompts designed to organize a multi-agent ecosystem. The bundle consists entirely of Markdown documentation and AI prompts, with no executable code beyond a trivial Python verification command in SKILL.md. While it defines a 'Skill Learning Pipeline' for acquiring new capabilities and requests broad file/network permissions, these elements are consistent with its stated purpose as an infrastructure framework and show no evidence of malicious intent, prompt injection, or data exfiltration.

Capability Assessment

✓ Purpose & Capability

Name, description, and included prompts/references align with a framework/standardization skill. No unrelated environment variables or binaries are requested. Declared dependencies (ai-company-hq, ai-company-harness) and the documented responsibilities (registry, scaffolding, learning pipeline) coherently explain the need for inter-skill integration and registry access.

✓ Instruction Scope

SKILL.md and the prompts instruct the agent to read the skill index and reference docs, generate templates/prompts, run robustness checks, and integrate with HQ/registry. They do not instruct reading unrelated system files, pulling arbitrary URLs, or exfiltrating secrets. Prompts are copy-paste-ready for human use and the runtime guidance stays within framework/registry/scaffolding responsibilities.

✓ Install Mechanism

This is an instruction-only skill with no install spec and no code files to write or execute. That is the lowest-risk install mechanism and is proportionate for a documentation/patterns framework.

ℹ Credentials

The skill requests no environment variables or credentials, which is appropriate. However, its declared permissions include file read/write and network: [api], and mcp: [sessions_send, subagents]. Those permissions are plausible for a framework that registers skills and interacts with HQ, but they are non-trivial privileges and should be justified by your runtime policy.

ℹ Persistence & Privilege

always:false (not forced into every agent) and model invocation is allowed (normal). The notable privilege is mcp sessions_send and subagents, which permit creating/communicating with subagents — a powerful capability that increases the skill's blast radius even if it is instruction-only. Confirm that platform-level controls and audit/tracing are in place.

How to Use

Make sure OpenClaw is installed (local or Docker)
Run the install command in chat: /install ai-company-framework
After installation, invoke the skill by name or use /ai-company-framework
Provide required inputs per the skill's parameter spec and get structured output

Version History

v3.0.2

v3.0.2: Added Integration & Merge History section documenting department consolidation (47->15 skills)

v3.0.1

v3.0.1: Enhanced method-patterns.md with detailed specifications

v3.0.0

v3.0.0: Full rebuild - merged 7 skills (Standardization+Modularization+Generalization+Ecosystem+Registry+SkillLearner+Starter)

Metadata

Slug ai-company-framework

Version 3.0.2

License MIT-0

All-time Installs 0

Active Installs 0

Total Versions 3

Frequently Asked Questions

What is AI Company Framework?

Framework skill: ClawHub Schema compliance, naming conventions, skill standardization, modularization, generalization, ecosystem registry, skill learning pip... It is an AI Agent Skill for Claude Code / OpenClaw, with 178 downloads so far.

How do I install AI Company Framework?

Run "/install ai-company-framework" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is AI Company Framework free?

Yes, AI Company Framework is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does AI Company Framework support?

AI Company Framework is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created AI Company Framework?

It is built and maintained by JohnSmithfan (@johnsmithfan); the current version is v3.0.2.

More Skills