🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits high credential risk and moderate network risk, indicating potential unauthorized data transfer and credential harvesting. These factors suggest a non-trivial risk level, though direct evidence of malicious intent is lacking.

High credential risk due to access to secrets directory
Moderate network risk from HTTP requests

Per-check LLM notes

Network: The package makes HTTP requests which could be part of its intended functionality but should be reviewed to ensure no unauthorized data transfer.
Shell: No shell execution patterns detected.
Obfuscation: No obfuscation patterns detected.
Credentials: High risk of credential harvesting due to suspicious access to secrets directory.
Metadata: The package shows low maintenance effort and lacks author details, but there are no clear signs of malicious intent.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 9.0

Found 6 network call pattern(s)

ss a stand-in (e.g. ``httpx.Client(transport=httpx.MockTransport(...))``) so the suite
self.http_client = httpx.Client(timeout=self.config.timeout_s) return self.http_clie
http_client is not None else httpx.Client(timeout=self._config.request_timeout_s) self._token_
g.scope, } response = httpx.post(endpoint, data=form, timeout=30.0) if response.status_co
self._http = http_client or httpx.Client(auth=auth, timeout=60.0) self._page_size = page_size
QUEST_TIMEOUT_S) with httpx.Client(timeout=_GRAPH_REQUEST_TIMEOUT_S) as owned: retu

✓ Code Obfuscation

No obfuscation patterns detected

✓ Shell / Subprocess Execution

No shell execution patterns detected

⚠ Credential Harvesting score 2.5

Found 1 credential access pattern(s)

t-agent") SECRETS_DIR = Path(os.environ.get("SECRETS_DIR", "/run/secrets")) SECRETS_FILE = SECRETS_DIR / "kairi

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository three-cubes/kairix appears legitimate

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Author name is missing or very short
Author "" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with Kairix-agentic-knowledge-mgt

Create a personal knowledge management tool called 'MyMind' using the Python package 'Kairix-agentic-knowledge-mgt'. This tool will serve as a comprehensive platform where users can store, organize, and retrieve their personal notes, articles, research papers, and other forms of textual information. MyMind will leverage the hybrid search, entity graph, temporal reasoning, and session briefing capabilities of the 'Kairix-agentic-knowledge-mgt' package to provide an advanced knowledge management experience.

Step-by-Step Instructions:
1. **Setup**: Install the required packages including 'Kairix-agentic-knowledge-mgt'.
2. **Data Ingestion**: Develop functionality to import various types of data such as text files, PDFs, and web pages into MyMind. Users should be able to add these documents directly or via a URL.
3. **Knowledge Graph Creation**: Utilize the 'entity graph' feature from 'Kairix-agentic-knowledge-mgt' to automatically create a graph representation of the imported data, highlighting relationships between entities found within the documents.
4. **Temporal Reasoning**: Implement a timeline view that uses the 'temporal reasoning' capability to display events or changes over time based on the content of the documents.
5. **Hybrid Search**: Enable users to perform both keyword-based and semantic searches across their stored documents using the 'hybrid search' feature provided by the package.
6. **Session Briefing**: Integrate the 'session briefing' feature to summarize sessions or topics discussed by the user, providing insights and key points from multiple related documents.
7. **User Interface**: Design a clean and intuitive user interface where users can interact with their knowledge base. Include features like filtering, sorting, and tagging.
8. **Export Functionality**: Allow users to export their notes or summaries in various formats like PDF or Word documents.

Suggested Features:
- Collaborative editing and sharing options.
- Integration with calendar apps to link notes with specific dates.
- Notifications for upcoming deadlines or reminders related to stored documents.
- AI-driven summarization and translation services.

By utilizing the 'Kairix-agentic-knowledge-mgt' package, MyMind aims to revolutionize how individuals manage their personal and professional knowledge, making it accessible, organized, and insightful.