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TheAxiomFoundation/axiom-microsim

https://github.com/TheAxiomFoundation/axiom-microsim · scanned 2026-06-16 00:33 UTC (2 months, 2 weeks ago)

24 raw signals (3 security + 21 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 24 actionable findings from 2 signal sources. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
96.2
/100
Security checks
96
3 findings
System graph
96
66.7% cov · 21 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 9 Low 9 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 3 System graph 21 Crowd 0 Layer: Quality 15 Software 5 Security 4
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Scan summary Repository scanned at 96.2/100 with 66.7% coverage. It contains 261 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 21 findings — concentrated in quality (12), software (5), security (4). Risk profile is high: 0 critical, 2 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 21 of 24 actionable findings. 25 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Testing conf 0.78 Foundry mined test ci gap after feedback: TheAxiomFoundation/axiom-microsim
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: weak_supervision_needs_…
high System graph security auth conf 1.00 FastAPI POST `compare` without auth dependency — axiom_microsim/server.py:293
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
axiom_microsim/server.py:293 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `microsim` without auth dependency — axiom_microsim/server.py:349
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
axiom_microsim/server.py:349 securityAuth fastapi unauth mutation
medium Security checks quality Practices conf 0.62 2 occurrences Foundry mined assumption checks: TheAxiomFoundation/axiom-microsim
Comment chain pattern product: assumption_checks Repo: TheAxiomFoundation/axiom-microsim Thread: TheAxiomFoundation/axiom-microsim#2 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph…
2 occurrences
repo-level (2 hits)
medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: TheAxiomFoundation/axiom-microsim
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/src/app/api/ecps-stats/route.ts:15
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/src/app/api/microsim/route.ts:13
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in axiom_microsim/server.py:131
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
axiom_microsim/server.py:131 Cors wildcard
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — axiom_microsim/run/microsim.py:558
`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
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/profile_run.py:179
`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
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 Tests conf 1.00 Very low test-to-source ratio
3 test file(s) for 37 source file(s) (ratio 0.08). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 8 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `AXIOM_ARTIFACTS_DIR`, `AXIOM_ECPS_PATH`, `AXIOM_PE_ECPS_PATH`, `AXIOM_PE_PYTHON`, `AXIOM_PE_SCRIPT`, `AXIOM_RULES_ENGINE_BINARY`, `AXIOM_RULES_US_CO_DIR`, `AXIOM_RULES_US_DIR`. Add them (with a placeholder/comment) to .env.example so onboarding do…
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 7 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 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 software Dead code conf 1.00 Possibly dead Python function: aggregate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
axiom_microsim/aggregate/cost.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: compare
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
axiom_microsim/aggregate/reform.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: profile_co_snap
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/profile_run.py:82
low System graph software Dead code conf 1.00 Possibly dead Python function: profile_federal_ctc
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/profile_run.py:311
low System graph software Dead code conf 1.00 Possibly dead Python function: profile_federal_income_tax
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/profile_run.py:216
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
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