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ShopPrentice/shopprentice

https://github.com/ShopPrentice/shopprentice · scanned 2026-06-16 00:12 UTC (2 months, 2 weeks ago)

160 raw signals (34 security + 126 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 119 actionable findings from 2 signal sources. 151 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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Scan summary Repository scanned at 73.0/100 with 66.7% coverage. It contains 2228 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 126 findings — concentrated in quality (89), software (28), security (4). Risk profile is low: 0 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 73 of 119 actionable findings. 270 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 27 occurrences Foundry mined mock as real or placeholder: ShopPrentice/shopprentice
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…
27 occurrences
repo-level (27 hits)
critical Security checks security auth conf 0.78 2 occurrences Foundry mined security auth guardrail gaps: ShopPrentice/shopprentice
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
2 occurrences
repo-level (2 hits)
high Security checks quality Practices conf 0.84 27 occurrences Foundry mined bad chains: ShopPrentice/shopprentice
Comment chain pattern product: bad_chains Repo: ShopPrentice/shopprentice Thread: ShopPrentice/shopprentice#89 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source…
27 occurrences
repo-level (27 hits)
high Security checks quality Practices conf 0.80 Foundry mined docs only runtime fix: ShopPrentice/shopprentice
Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: supported_by_ve…
high Security checks quality Quality conf 0.76 Foundry mined schema ui api mismatch: ShopPrentice/shopprentice
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: supported_by_verification_signal Repo…
high Security checks quality Testing conf 0.78 5 occurrences Foundry mined test ci gap after feedback: ShopPrentice/shopprentice
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_verificati…
5 occurrences
repo-level (5 hits)
medium Security checks quality Practices conf 0.62 49 occurrences Foundry mined assumption checks: ShopPrentice/shopprentice
Comment chain pattern product: assumption_checks Repo: ShopPrentice/shopprentice Thread: ShopPrentice/shopprentice#98 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifac…
49 occurrences
repo-level (49 hits)
medium Security checks quality maintenance conf 0.70 25 occurrences Foundry mined blueprint gap alignment: ShopPrentice/shopprentice
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: …
25 occurrences
repo-level (25 hits)
medium Security checks quality Practices conf 0.70 7 occurrences Foundry mined unresolved feedback: ShopPrentice/shopprentice
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: supp…
7 occurrences
repo-level (7 hits)
medium System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:29 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in addin/server/mcp_server.py:569
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
addin/server/mcp_server.py:569 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in addin/palette/_param_editor_live.html:214
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
addin/palette/_param_editor_live.html:214 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in addin/palette/param_editor.html:214
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
addin/palette/param_editor.html:214 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — dev/textures/wood_texture_upscale_blend.py:64
`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 — helpers/veneer.py:199
`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
low System graph quality Maintenance conf 1.00 56 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 560 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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 17, 38
.github/workflows/release.yml:17, 38 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 18 places
Functions with the same first-5-line body hash: examples/coffee-table/coffee_table.py:find_body, examples/desk/desk.py:find_body, examples/wardrobe/wardrobe.py:find_body, examples/chair/chair.py:find_body This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw…
duplicatesduplication
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: helpers/hardware.py:install_hinge_screws, helpers/hardware.py:install 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.
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 21 places
Functions with the same first-5-line body hash: examples/stool-rebuild/stool.py:run, examples/windsor-chair/windsor_chair.py:run, examples/coffee-table/coffee_table.py:run, examples/pergola-rebuild/pergola.py:run This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see ht…
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: helpers/hardware.py:z_mid, helpers/hardware.py:z_mid, helpers/hardware.py:z_mid 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.
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: examples/stool-rebuild/stool.py:off_plane, examples/windsor-chair/windsor_chair.py:off_plane, examples/pergola-rebuild/pergola.py:off_plane, examples/rachels-table/rachels_table.py:off_plane This is *the* AI-coder failure mode (4× more duplication in…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_import_or_copy` in helpers/hardware.py:291
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 quality Integrity conf 1.00 Old/deprecated-named symbol `bstr_sx_v2` in examples/counter-stool/counter_stool.py:579
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 quality Integrity conf 1.00 Old/deprecated-named symbol `esc_old` in addin/tools/sync_script.py:68
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 quality Integrity conf 1.00 Old/deprecated-named symbol `first_old` in addin/server/action_log.py:195
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: apmember
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/ming-table/ming_table.py:593
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_veneer_autofit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/veneer.py:247
low System graph software Dead code conf 1.00 Possibly dead Python function: boxin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/ming-table/ming_table.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: calibrate_circ_multiplier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/cylindrical_diagnostic.py:313
low System graph software Dead code conf 1.00 Possibly dead Python function: calibrate_pole_clearance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/spherical_diagnostic.py:224
low System graph software Dead code conf 1.00 Possibly dead Python function: calibrate_seam_buffer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/box_diagnostic.py:231
low System graph software Dead code conf 1.00 Possibly dead Python function: drop_to_line
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/sp/sketch.py:449
low System graph software Dead code conf 1.00 Possibly dead Python function: find_edges
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/sp/faces.py:145
low System graph software Dead code conf 1.00 Possibly dead Python function: install_butt_hinge_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/hardware.py:1435
low System graph software Dead code conf 1.00 Possibly dead Python function: install_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/hardware.py:1423
low System graph software Dead code conf 1.00 Possibly dead Python function: mating_bounds
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/sp/mating.py:5
low System graph software Dead code conf 1.00 Possibly dead Python function: move_rot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/ming-table/ming_table.py:270
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_corners
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_veneer_rectify.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_crop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_veneer_rectify.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_veneer_rectify.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_texture_color_grade.py:38
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_rect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_texture_detail_transfer.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_rect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_texture_color_grade.py:28
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_size
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_texture_detail_transfer.py:19
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_triplet
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dev/textures/wood_texture_color_grade.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: pbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/ming-table/ming_table.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: pbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/ming-table/variations/pingtou-an/pingtou_an.py:105
low System graph software Dead code conf 1.00 Possibly dead Python function: period_to_scale
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/veneer.py:382
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_sketch_signs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/sp/sketch_slot.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: profile_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/bookcase-with-drawers/bookcase_with_drawers.py:282
low System graph software Dead code conf 1.00 Possibly dead Python function: scale_to_period
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/veneer.py:397
low System graph software Dead code conf 1.00 Possibly dead Python function: sketch_on_plane
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/sp/sketch.py:386
low System graph software Dead code conf 1.00 Possibly dead Python function: span_to_scale
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
helpers/veneer.py:409
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
low System graph quality Complexity conf 1.00 Very large file: addin/tools/_script_generator/_feat_sketch.py (1835 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: dev/generate.py (1696 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: dev/search_build.py (2013 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: dev/simulate.py (1269 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/bookcase-with-drawers/bookcase_with_drawers.py (1666 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/loft-bunk-bed/loft_bunk_bed.py (1042 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/mcm-desk/teak_desk.py (2015 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/ming-table/ming_table.py (1450 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/ming-table/variations/pingtou-an/pingtou_an.py (1363 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/moravian-workbench/moravian_workbench.py (959 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/pergola-rebuild/pergola.py (3953 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/roubo_workbench/roubo_workbench.py (1296 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/trestle-table/trestle_table.py (1166 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: examples/windsor-chair/windsor_chair.py (1818 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: helpers/hardware.py (1548 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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