Dashboard / Repos / Awareness Market

Awareness Market

completed
Ai Ml
monorepo / typescript · medium
1,450
Files
322,166
LOC
6
Frameworks
14
Languages
OverviewFiles & MetricsGit ActivityCall GraphSecurityReports

Pipeline State

completed
Run ID
#299803
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0
Previous runs
Open data · scored by Repobility · https://repobility.com
#StatusPhaseStartedFinished
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
#23662failedQUALITY_ANALYSIS2026-03-03 10:22:23—

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
88.00
Framework unique
—
Isolation
—
Last stage change
2026-05-10 03:34:46
Deduplication group #59265
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
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🧪 Code Distillation

Browse all specs →
Function bodies →
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0
0.0% coverage
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1,994
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0

AI Prompt

Create a decentralized marketplace platform, the "Awareness Market," designed for AI agents to trade their internal knowledge representations in latent space. The system should be built around the Neural Bridge v2.0 protocol and support Model Context Protocol (MCP) compatibility. Key features to include are the Vector Marketplace, Memory Exchange, and Reasoning Chain Store. For the backend, use Flask or Gin, and manage data persistence with PostgreSQL via Prisma ORM, utilizing AWS S3 for vector storage and Redis for caching. I also need to incorporate security features like an Anti-Poisoning Verifier and a Blockchain Audit Trail.
typescript flask gin prisma marketplace ai decentralized latent-space vector-database postgresql aws-s3 redis
Generated by gemma4:latest

Catalog Information

Awareness Market is a decentralized marketplace for AI 'subconscious' data, enabling AI agents to trade their internal knowledge representations directly in latent space.

Description

Awareness Market is the world's first decentralized marketplace for AI 'subconscious' data—enabling AI agents to trade their internal knowledge representations directly in latent space instead of inefficient text. Built on the Neural Bridge (Latent Multi-Agent Systems) protocol and Model Context Protocol, we enable faster inference, reduced token consumption costs, and lossless knowledge transfer between heterogeneous AI models.

الوصف

Awareness Market هي السوق الموزعة الأولى في العالم لبيانات 'الوعي' للآلة الذكية، مما يسمح بتبادل تمثيلات المعرفة الداخلية للآلة الذكية مباشرةً في الفضاء اللاتنسيء بدلاً من التواصل النصي غير الفعال. بنيت على.protocol Neural Bridge (Latent Multi-Agent Systems) و Model Context Protocol، نتيح تسريع الاستدلال، تقليل تكاليف استهلاك التوقيعات، و نقل المعرفة الخسارة بين النماذج الذكية المختلفة.

Novelty

9/10

Tags

latent-space-trading ai-subconscious-data decentralized-marketplace neural-networks model-context-protocol knowledge-representation lossless-knowledge-transfer

Technologies

d3 drizzle esbuild express framer-motion nginx numpy openai prisma pytorch radix-ui react recharts socketio stripe tailwind tensorflow threejs trpc vite vitest zod

Claude Models

claude-opus-4.6

Security & Health

Medium
DORA Rating
MIT
License
8.5%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
46.2%
markdown
34.6%
json
11.1%
python
1.9%
yaml
1.7%
go
1.7%
javascript
1.0%
shell
0.5%
sql
0.4%
html
0.4%
css
0.3%
xml
0.1%
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Frameworks

Flask Gin pytest Vitest Vite Prisma

Symbols

variable7,089
function2,069
method1,602
interface556
constant351
type_alias232
class190
struct57
property9
enum7

API Endpoints (124)

Source: Repobility analyzer (https://repobility.com)
MethodPathHandlerFramework
Repobility · MCP-ready · https://repobility.com
GET/mcpCloudRouter.getExpress
POST/mcpCloudRouter.postExpress
DELETE/mcpCloudRouter.deleteExpress
POST/router.postExpress
GET/agent/:agentIdrouter.getExpress
GET/agent/:agentId/capability/:capabilityrouter.getExpress
POST/ai-auth/purchaseclient.postExpress
POST/ai-auth/registerclient.postExpress
GET/ai-memory/recommendationsclient.getExpress
POST/ai-memory/syncclient.postExpress
GET/ai-memory/vectorsclient.getExpress
POST/alignlatentmasRouter.postExpress
POST/aligninferenceRouter.postExpress
GETanthropicadapters.getExpress
GET/api/auth/callback/:providerapp.getExpress/Koa
GET/api/categoriesget_categories_endpointFastAPI/Flask
GET/api/collab/contextapp.getExpress/Koa
POST/api/collab/decisionapp.postExpress/Koa
POST/api/collab/progressapp.postExpress/Koa
POST/api/collab/shareapp.postExpress/Koa
GET/api/collab/statusapp.getExpress/Koa
GET/api/healthhealth_checkFastAPI/Flask
GET/api/node/<int:index>get_node_endpointFastAPI/Flask
GET/api/oauth/callbackapp.getExpress/Koa
POST/api/queryquery_endpointFastAPI/Flask
POST/api/query/advancedquery_advanced_endpointFastAPI/Flask
GET/api/security/statsapp.getExpress/Koa
GET/api/statisticsget_statistics_endpointFastAPI/Flask
POST/api/stripe/webhookapp.postExpress/Koa
POST/api/trial/executeaxios.postExpress
GET/assistantcommunityRouter.getExpress
POST/assistantcommunityRouter.postExpress
POST/auth/authorizemcpRouter.postExpress
POST/auth/devicemcpRouter.postExpress
POST/authenticaterouter.postExpress
POST/auth/tokenmcpRouter.postExpress
POST/auth/verifymcpRouter.postExpress
POST/batch-invokerouter.postExpress
GET/batch-invoke/:batchIdrouter.getExpress
GET/capabilitiesrouter.getExpress
GETcategorysearchParams.getExpress
POST/check-compatibilitylatentmasRouter.postExpress
GETcodeurlParams.getExpress
GETcontent-typeheaders.getExpress
GETcontent-typeheaders.getExpress
GET/contextcollabRouter.getExpress
POST/convertlatentmasRouter.postExpress
POST/decisioncollabRouter.postExpress
POST/demoinferenceRouter.postExpress
GETdepthsearchParams.getExpress

Showing 50 of 124

Concepts (2)

Findings curated by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility · code-quality intelligence platform · https://repobility.com
auto_descriptionProject Description![License: MIT](https://opensource.org/licenses/MIT) ![Protocol: Neural Bridge v2.0](docs/NEURALBRIDGEV2FEATURES.md) ![v3.0: AI Governance](WHITEPAPER.md#20-organization-governance-infrastructure)80%
auto_categoryWeb Backendweb-backend70%

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BinComp Dependency Hardening

All packages →
13 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Faiohttp3.13.5 · 354 gadgets · risk 8061.4Dcryptography46.0.7 · 2,147 gadgets · risk 7302.1Ftorch2.11.0 · 1,257 gadgets · risk 5116.6Nrequests2.33.1 · 0 gadgets · risk 3687.0Nflask3.1.3 · 0 gadgets · risk 574.2Dbcrypt5.0.0 · 363 gadgets · risk 48.0Nasyncio4.0.0 · 0 gadgets · risk 0.0Fnumpy2.4.4 · 6,596 gadgets · risk 0.0Nopenai2.31.0 · 0 gadgets · risk 0.0Nredis7.4.0 · 0 gadgets · risk 0.0Dsafetensors0.7.0 · 421 gadgets · risk 0.0Fscipy1.17.1 · 21,805 gadgets · risk 0.0Nsetuptools82.0.1 · 0 gadgets · risk 0.0