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tailrocks/ruxel

https://github.com/tailrocks/ruxel · scanned 2026-06-16 00:28 UTC (2 months, 2 weeks ago)

20 raw signals (0 security + 20 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 20 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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Scan summary Repository scanned at 88.3/100 with 100.0% coverage. It contains 174 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 20 findings — concentrated in software (11), quality (6), api (1). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 17 of 20 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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 16 placeholder/mock markers across 5 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Tests conf 1.00 Low test-to-source ratio
6 tests / 50 src (ratio 0.12).
low System graph quality Agent instructions conf 1.00 Multiple root agent instruction files without precedence
The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.
Governance
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: tools/oracle/collections/ansible_collections/community/general/plugins/lookup/onepassword.py:dry_value, tools/oracle/lookup_plugins/pipe.py:dry_value This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/collections/ansible_collections/community/general/plugins/lookup/onepassword.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/lookup_plugins/pipe.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_playbook_on_play_start
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:93
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_playbook_on_start
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_item_on_failed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_item_on_ok
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_item_on_skipped
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_on_failed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_on_ok
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_on_skipped
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: v2_runner_on_unreachable
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/oracle/callback_plugins/ruxel_capture.py:109
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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