AI Company

Unclaimed

by CronusL-1141

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

Install

$pip install uv

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Tools (40)

agent_list

List team members

agent_template_list

Get available Agent template list

agent_template_recommend

Recommend the best Agent template based on task description

agent_update_status

Update Agent status (idle/busy/error)

channel_mentions

Get unread @mentions for an agent

channel_read

Read messages from a channel

channel_send

Send a message to a channel (team:/project:/global) with @mention support

context_resolve

Resolve current context and retrieve relevant background information

debate_code_review

Start a code review debate session

debate_start

Start a structured 4-round debate (Advocate→Critic→Response→Judge)

decision_log

Log a decision to the cockpit timeline

default

core groups only (task,team,memory,infra,reports = 29 tools, hard-capped at <=50)

ecosystem

failure_analysis

Failure Alchemy — analyze root causes, generate antibody/vaccine/catalyst

link_query

Query the cross-domain reference graph by node (what references this / what does this reference)

link_trace

Trace a reference chain from any OS ID (wfid / commit / task uuid) with evidence snippets

meeting_conclude

Summarize meeting conclusions

meeting_create

Create a structured meeting (8 templates, keyword auto-select)

meeting_list

List all meetings

meeting_read_messages

Read meeting records

meeting_send_message

Send a meeting message

meeting_template_list

Get available meeting template list

meeting_update

Update meeting metadata

memory_add

Write a direction-layer memory (preference/correction/design intent, 4 kinds; bucket quotas 1200/1500/300 chars, <=400 chars per entry, supersedes swap)

memory_invalidate

Explicitly invalidate a direction-layer memory (by id or unique substring; invalidate, never delete — auditable)

memory_list

List valid direction-layer entries (kind filter; data source for both injection hooks)

memory_reconcile_apply

Apply agent-confirmed reconcile operations (merge / invalidate / score / promote); idempotent, size guardrails enforced on promote

memory_reconcile_candidates

On-demand reconcile coarse pass (zero-LLM): BM25-paired candidate groups + direction-layer inventory + promotion material + operation guide

memory_search

Search team memory — recency-window recall within scope + pure-Python BM25 rerank (Chinese bigram, no embeddings)

task_create

Create a new task (autostart supported; tasktype is accepted but retired — a no-op kept for backward compatibility)

task_list_project

List all tasks under a project

task_memo_add

Add an execution memo to a task

task_memo_read

Read task history memos

task_run

Execute a task with full execution recording

task_status

Query task execution status

task_update

Partial update of task fields with auto timestamps

team_briefing

Get a full team panorama in one call (members + events + meetings + todos)

team_list

List all teams

team_status

Get team details and member status

unified_search

Three-arm RRF search across memos / reports / tasks — BM25 full-text + knowledge-graph fanout + exact ID match