uc-recon Code
AI-powered codebase intelligence. Audit any repo in minutes.
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Read Me
UC Recon — Codebase Intelligence
Evidence-backed repo forensics. Six artifacts. One run. No guessing.
UC Recon reads your codebase like a senior engineer — then hands you shareable Markdown reports with file:line evidence for every finding.
→ View sample report pack + free download
What it finds
Here's a real finding from a real open-source repo:
VUL-01 · CRITICAL
Arbitrary Code Execution via PythonAstREPLTool
→ chat_pandas_df.py:74
LLM-generated Python code executed directly — no sandbox, no allowlist.
An adversarial prompt achieves full system access.
Not a pattern match. Not a linter warning. A full reasoning chain from input vector to exploit path, cited with file and line number.
Six artifacts per run
| Artifact | What you get |
|---|---|
| Architecture Overview | System layers, design patterns, strengths and weaknesses |
| Dependency Map | Module relationships, import flow, coupling analysis |
| IO Boundaries | Full attack surface — filesystem, network, database, subprocess |
| Module Inventory | What every key file does, cited with file:line evidence |
| Security Findings | Prioritized vulnerabilities with severity, evidence, and exploit paths |
| Remediation Plan | Actionable hardening checklist, ready to execute |
Two modes
Precision Trace — Fast and cheap. Targets the most critical paths. Good for regular runs and CI integration.
Full Audit — Deep analysis of the entire repo including dead code, unused imports, and hidden dependencies. UC Recon warns you before running anything costly.
Free tier
- 2 full report bundles
- No account required
- No credit card
→ Download for Windows (v1.0.1 · EXE)
→ Download for Linux (v1.0.1 · Binary)
Sample reports
See sample_reports/ for real output from UC Recon running against the streamlit-agent open-source repo — including the full IO Boundaries attack surface map, Security Findings with 12 cited vulnerabilities, and the complete Remediation Plan.
This repo
This repository hosts releases and sample report artifacts. UC Recon is proprietary software.
- Releases — versioned Windows EXE and Linux binary
- Sample reports — real output to evaluate before downloading
- Docs — getting started guide and usage reference
- Press — media kit and product materials
Not a linter. Not a scanner.
Static analyzers find known patterns. UC Recon reasons about your code — it understands architecture, traces data flows, maps attack surfaces, and produces findings a senior engineer would be proud to sign off on.
Prefer zero install? Reply to any outreach email or contact info@01data.ai with a public GitHub URL and we'll run it and send you the report pack directly.
Built by 01Data.AI · v1.0.1
