Repository intelligence

HKUSTDial/DeepEar

GitHub

DeepEar | 顺风耳 An open-source framework for Deep Research and Financial Signal Tracking. 一个用于深度研究与金融信号追踪的开源框架。

CLOUDM0N decision
REVIEW BEFORE ADOPTION
Trust REVIEW · 90/100
Good fit if

Teams whose requirements match this repository’s core capability.

Watch out for

Review deployment and security evidence before production adoption.

Practical intelligence

What matters before you adopt it

Best for
Teams whose requirements match this repository’s core capability.
Main trade-offs
Review deployment and security evidence before production adoption.
Trust & CVEs

Security evidence without the noise

Trust remains a decision signal; CVEs and scanner evidence explain what is driving the risk.

Security findings
1
CLOUDM0N scanner findings
Critical
0
High
0
Medium
1
Low
0
View trust evidence & security findings
Why this score
No trust rationale was stored for this scan.
CLOUDM0N findings
MEDIUM
Dynamic code execution pattern detected. 3 sample match(es) found.
Architecture from code14 modules · 3 edges
Structural evidence

Modules and dependency edges extracted from repository code. This is code evidence, not README inference.

Code files
75
Modules
14
Dependency edges
3
Core modules
dashboard
UI dashboard
30 files
scripts
3 files
skills
1 files
src
1 files
src/agents
AI/LLM agents
6 files
src/prompts
7 files
src/schema
2 files
src/tools
tool implementations
2 files
src/utils
utility helpers
23 files
Dependency flow
scriptsdashboard
skillssrc
srcdashboard
Detected languages
Python · TypeScript · JavaScript
Detected frameworks
FastAPI · Matplotlib · NumPy · OpenAI SDK · PyTorch · pandas · scikit-learn
Architecture evidence details
flowchart TD
    %% DeepEar — high-level architecture (DRAFT, refine me)
    n0["dashboard · UI dashboard · 30 files"]
    n1["scripts · scripts · 3 files"]
    n2["skills · 1 file"]
    n3["src · 1 file"]
    n4["src/agents · AI/LLM agents · 6 files"]
    n5["src/prompts · 7 files"]
    n6["src/schema · 2 files"]
    n7["src/tools · tool implementations · 2 files"]
    n8["src/utils · utility helpers · 23 files"]
    n1 --> n0
    n2 --> n3
    n3 --> n0
    class n4 core
    class n1 infra
    class n7,n8 shared
    class n0 ui
    classDef core fill:#e15759,color:#ffffff,stroke:#b04547
    classDef infra fill:#b35c00,color:#ffffff,stroke:#8f4a00
    classDef shared fill:#79706e,color:#ffffff,stroke:#5d5654
    classDef ui fill:#4e79a7,color:#ffffff,stroke:#3a5b80
Agent handoff
Use with any agent
JSON API
Alternatives

Nearby repositories worth comparing before adoption.

Compare top options →
returns
ashchan/returns
72
Fit

Track your multiple investment or portfolios and calculate returns in one place.

Trust REVIEW · 80
Compare →
SocratiCode
giancarloerra/SocratiCode
59
Fit

Tired of AI tools hallucinating about your codebase or burning through your API quota? SocratiCode flips the script with local-first, privacy-safe codebase intelligence that handles 40M+ lines of code without breaking a sweat. It delivers hybrid semantic search, dependency graphs, and impact analysis that devs actually need — all while cutting tokens by 61% and calls by 84%. Whether you're on Claude, Gemini, or rolling your own setup, this tool speaks your language.

Trust REVIEW · 55
Compare →
Mira
byteseek/Mira
49
Fit

Agent-native investment research workspace for evidence-tracked, refreshable investment theses across equities, earnings, macro, and portfolio review.

Trust REVIEW · 90
Compare →