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TheAxiomFoundation/axiom-compose

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

17 raw signals (6 security + 11 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 17 actionable findings from 2 signal sources. 25 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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44.4% cov · 11 findings

Severity distribution — click a segment to filter

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Severity: Critical 1 High 3 Medium 2 Low 7 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 11 Crowd 0 Layer: Quality 13 Software 3 Frontend 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 95.0/100 with 44.4% coverage. It contains 196 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 11 findings — concentrated in quality (7), software (3), frontend (1). Risk profile is low: 0 critical, 0 high, 0 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 12 of 17 actionable findings. 42 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.

critical Security checks quality Practices conf 0.82 2 occurrences Foundry mined mock as real or placeholder: TheAxiomFoundation/axiom-compose

Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…

2 occurrences

repo-level (2 hits)

high Security checks quality Practices conf 0.84 3 occurrences Foundry mined bad chains: TheAxiomFoundation/axiom-compose

Comment chain pattern product: bad_chains Repo: TheAxiomFoundation/axiom-compose Thread: TheAxiomFoundation/axiom-compose#6 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has…

3 occurrences

repo-level (3 hits)

high Security checks quality Quality conf 0.76 Foundry mined schema ui api mismatch: TheAxiomFoundation/axiom-compose

Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: weak_supervision_needs_review Repo: T…

high Security checks quality Testing conf 0.78 9 occurrences Foundry mined test ci gap after feedback: TheAxiomFoundation/axiom-compose

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: supported_by_high_confi…

9 occurrences

repo-level (9 hits)

medium Security checks quality Practices conf 0.62 14 occurrences Foundry mined assumption checks: TheAxiomFoundation/axiom-compose

Comment chain pattern product: assumption_checks Repo: TheAxiomFoundation/axiom-compose Thread: TheAxiomFoundation/axiom-compose#9 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: sour…

14 occurrences

repo-level (14 hits)

medium Security checks quality Practices conf 0.70 2 occurrences Foundry mined unresolved feedback: TheAxiomFoundation/axiom-compose

Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: weak…

2 occurrences

repo-level (2 hits)

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

Functions with the same first-5-line body hash: src/axiom_compose/core.py:visit, src/axiom_compose/core.py:visit 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 `test_composition_from_monorepo_matches_legacy` in tests/test_monorepo_layout.py:81

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: load_corpus_state

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

src/axiom_compose/core.py:331

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

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

src/axiom_compose/core.py:417

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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