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Kjdragan/universal_agent

https://github.com/Kjdragan/universal_agent · scanned 2026-06-16 04:30 UTC (2 months ago)

16 raw signals (0 security + 16 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 16 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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66.7% cov · 16 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 4 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 16 Crowd 0 Layer: Software 4 Hardware 1 Quality 11

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 83.3/100 with 66.7% coverage. It contains 181 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 16 findings — concentrated in quality (11), software (4), hardware (1). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 15 of 16 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .mcp.json

This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.

.mcp.json VerificationMcp config

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md

CLAUDE.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — verify_global_sync.py:73

`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.

runtime safetyRobustness

low System graph quality Integrity conf 1.00 14 env vars used in code but missing from .env.example

Drift between code and config docs. The first few: `AGENTMAIL_API_KEY`, `ANTHROPIC_BASE_URL`, `ANTHROPIC_DEFAULT_SONNET_MODEL`, `SESSION_API_TOKEN`, `UA_AGENTMAIL_INBOX_ADDRESS`, `UA_AUTONOMOUS_DAILY_BRIEFING_ENABLED`, `UA_CLAUDE_CODE_MODEL`, `UA_HEARTBEAT_AUTONOMOUS_ENABLED` + 6 more. Add them (wi…

config drift

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 131 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.

CleanupRepo hardeningGenerated repo pattern

low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim-bookworm

Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.

Dockerfile:1 containersPinned dependencies

low System graph software Dead code candidate conf 1.00 File has no detected symbols: scratch.py

Source file with no class/function declarations — possible config, dead code, or scratch file.

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: query_assignments.py:dict_factory, get_activity_tasks3.py:dict_factory This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_run_research_phase_legacy` in test_tool_feedback.py:23

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph software Dead code conf 1.00 Possibly dead Python function: dict_factory

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

query_assignments.py:9

low System graph software Dead code conf 1.00 Possibly dead Python function: dict_factory

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

get_activity_tasks3.py:18

low System graph software Dead code conf 1.00 Possibly dead Python function: mock_send_callback

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

verify_heartbeat_adapter.py:15

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