Hive

C 60 completed
Framework
unknown / markdown · small
91
Files
9,028
LOC
0
Frameworks
2
Languages

Pipeline State

completed
Run ID
#344547
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
48.18
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48507
Member of a group with 1 similar repo(s) — canonical #36986 view group →
Top concepts (2)
Project DescriptionDocumentation
Repobility — same analyzer, your code, free for public repos · /scan/

AI Prompt

Create a documentation guide for a reusable, composable multi-agent system called "The Hive." I need to structure the documentation to explain how it achieves wisdom by coordinating diverse AI agents. The guide should cover concepts like narrative personas, stigmergic coordination, and terrain-adaptive composition. Please include sections detailing the protocols, the different agent squads, and an integration guide, while also referencing the core concepts like "The Origin Story" and the principles learned from research findings.
markdown multi-agent ai-system documentation architecture agent-team composition protocols
Generated by gemma4:latest

Catalog Information

A reusable, composable multi‑agent system that orchestrates diverse AI agents to achieve wisdom through narrative personas and stigmergic coordination.

Description

The system is a modular framework that builds teams of AI agents, each embodying a distinct perspective and narrative persona. It leverages stigmergic coordination—agents leave signals in a shared environment rather than exchanging messages—to reduce overhead and preserve independent viewpoints. The architecture supports terrain‑adaptive composition, limiting teams to 3–5 agents to keep coordination efficient. A learning loop continuously refines prompts and protocols based on mission outcomes, improving performance over time. Target users include AI researchers, product teams, and developers who need robust, wisdom‑oriented multi‑agent solutions for complex problem solving.

الوصف

يهدف هذا النظام إلى إنشاء فرق من وكلاء ذكاء اصطناعي، كلٌ يحمل منظورًا وشخصية سردية فريدة، لتوليد حكمة لا يمكن تحقيقها بواسطة عقل واحد. يعتمد على تنسيق استقرائي، حيث يترك الوكلاء إشارات في بيئة مشتركة بدلاً من تبادل رسائل، ما يقلل من الحمل الزمني ويحافظ على وجهات النظر المستقلة. يتيح النظام تكوينًا متكيفًا مع البيئة، مع الحفاظ على فرق تتراوح بين ثلاثة إلى خمسة وكلاء لضمان كفاءة التنسيق. يتضمن حلقة تعلم مستمرة تُحسّن المطالبات والبروتوكولات استنادًا إلى نتائج المهمات، مما يرفع من أداء النظام مع مرور الوقت. يستهدف الباحثين في الذكاء الاصطناعي، فرق المنتجات، والمطورين الذين يحتاجون إلى حلول متعددة الوكلاء تعتمد على الحكمة لمعالجة المشكلات المعقدة.

Novelty

9/10

Tags

multi-agent collaborative-reasoning wisdom stigmergy narrative-personas adaptive-composition learning-loop

Claude Models

claude-opus-4.6

Quality Score

C
60.4/100
Structure
41
Code Quality
80
Documentation
70
Testing
0
Practices
78
Security
100
Dependencies
50

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

6.8h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Unknown
License
8.6%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
97.8%
shell
2.2%

Frameworks

None detected

Concepts (2)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
Repobility analyzer · published findings · https://repobility.com
auto_descriptionProject Description> The Hive exists to bring diverse perspectives to bear on problems that exceed what any single mind — human or artificial — can see alone. Its purpose is not to be fast, or thorough, or clever. Its purpose is to be wise — to surface what would otherwise remain hidden, to know when silence serves be80%
auto_categoryDocumentationdocs70%

Quality Timeline

1 quality score recorded.

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