LaunchKit · 2026
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boss-ai-agent

AI management middleware with 14 mentors and 9 culture packs.

1
751 downloads
by @tonypk

Setup & Installation

openclaw skills install @tonypk/boss-ai-agent

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install boss-ai-agent

Version History

v9.0.0Apr 20, 2026 - Version note by skill developer:

Boss AI Agent 9.0.0 - Adds 6 new reference scenarios (now 14 total) and expands coverage to new consulting flows. - Increases MCP tool coverage: Team Operations Mode now supports 44 tools (up from 33). - Introduces an automated script (`update-learning.py`) for saving user learning patterns. - Adds evaluation workspace for skill benchmarking and regression tracking. - Updates all scenario, tool, and config documentation for clarity. - Multiple bugfixes and improved mode/cron detection logic.

What This Skill Does

AI management advisor that applies 16 mentor philosophies (Musk, Inamori, Ma, Dalio, etc.) to leadership decisions, team operations, and cross-cultural communication. Runs offline as a decision framework or connects to manageaibrain.com for automated check-ins, tracking, KPI monitoring, and bidirectional data sync.

Applies structured mentor decision matrices to management problems instead of giving generic leadership advice, and learns your decision patterns over time.

When to use it

  • Preparing culturally appropriate feedback for an international team member
  • Getting a morning briefing prioritized by your chosen management philosophy
  • Running a C-suite board simulation before making a strategic hire
  • Designing daily check-in questions based on mentor frameworks
  • Resolving a team conflict using structured resolution guidance

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: How do I give negative feedback to my Filipino employee about consistently missing deadlines?

AGENT
  1. 1Loads active mentor philosophy framework from config
  2. 2Reads Filipino culture pack communication rules
  3. 3Identifies conflict between mentor style and cultural norms, applies culture-override rule
  4. 4Generates step-by-step feedback approach with specific phrasing adapted to Filipino communication preferences
  5. 5Suggests follow-up check-in questions aligned with mentor style
OUTPUT

A culturally adapted feedback script that respects indirect communication norms, with private delivery guidance and mentor-aligned follow-up questions

Requirements

Accounts, API keys, or tools you or your AI assistant may need to set up while using this skill.

MANAGEMENT_BRAIN_API_KEY environment variable (optional, enables Team Operations Mode with 44 MCP tools and message delivery)manageaibrain.com account (optional, required for Team Operations Mode)