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tolearn-ai/pockbase_sdk_with_feature_parity

https://github.com/tolearn-ai/pockbase_sdk_with_feature_parity · scanned 2026-06-16 00:38 UTC (2 months, 1 week ago)

63 raw signals (0 security + 63 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 48 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
71.3
/100
Security checks
71
0 findings
System graph
71
66.7% cov · 48 findings
Critical
2
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 0 Medium 3 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 48 Crowd 0 Layer: Software 12 Frontend 1 Security 2 Cicd 1 Quality 32
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Scan summary Repository scanned at 71.3/100 with 66.7% coverage. It contains 1377 nodes across 3 cross-layer flows, written primarily in mixed languages. Engine surfaced 63 findings — concentrated in quality (46), software (12), security (2). Risk profile is high: 2 critical, 0 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 30 of 48 actionable findings. 63 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 System graph security Secrets conf 1.00 Possible secret in pocketbase_py/conformance/js/ops/realtime.mjs
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
pocketbase_py/conformance/js/ops/realtime.mjs:131
critical System graph security Secrets conf 1.00 Possible secret in pocketbase_py/conformance/py/ops/realtime.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
pocketbase_py/conformance/py/ops/realtime.py:40
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — pocketbase_py/conformance/js/ops/systemlive.mjs:763
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 Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 15 placeholder/mock markers across 6 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, lockfile. 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 cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
vaphes_pocketbase_python_sdk/.github/workflows/python-publish.yml:18
vaphes_pocketbase_python_sdk/.github/workflows/tests.yml:28
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: pocketbase_py/conformance/py/ops/authlive.py:run, pocketbase_py/conformance/py/ops/authlive.py:run, pocketbase_py/conformance/py/ops/authlive.py:run, pocketbase_py/conformance/py/ops/authlive.py:run This is *the* AI-coder failure mode (4× more duplic…
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: pocketbase_py/conformance/py/harness.py:superuser_pb, pocketbase_py/conformance/py/harness.py:superuser_pb 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 …
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: pocketbase_py/conformance/py/ops/multipart.py:fn, pocketbase_py/conformance/py/ops/multipart.py:fn, pocketbase_py/conformance/py/ops/multipart.py:fn This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: pocketbase_py/src/pocketbase/services/batch_service.py:upsert, pocketbase_py/src/pocketbase/services/batch_service.py:create, pocketbase_py/src/pocketbase/services/settings_service.py:update, pocketbase_py/src/pocketbase/services/crud_service.py:creat…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: pocketbase_py/conformance/py/ops/filterquery.py:fn, pocketbase_py/conformance/py/ops/filterquery.py:fn, pocketbase_py/conformance/py/ops/filterquery.py:fn, pocketbase_py/conformance/py/ops/filterquery.py:fn This is *the* AI-coder failure mode (4× mor…
2 occurrences
repo-level (2 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: pocketbase_py/src/pocketbase/services/collection_service.py:get_scaffolds, pocketbase_py/src/pocketbase/services/collection_service.py:get_all_oauth2_providers, pocketbase_py/src/pocketbase/services/backup_service.py:get_full_list, pocketbase_py/src/p…
duplicatesduplication
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: js_sdk_reference/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
js_sdk_reference/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `downloaded_backup` in vaphes_pocketbase_python_sdk/tests/integration/test_backups.py:109
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 `my_backup` in pocketbase_py/src/pocketbase/services/backup_service.py:58
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: adding_cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/authstore.py:205
low System graph software Dead code conf 1.00 Possibly dead Python function: auth_with_oauth2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/src/pocketbase/services/record_service.py:718
low System graph software Dead code conf 1.00 Possibly dead Python function: auth_with_oauth2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vaphes_pocketbase_python_sdk/src/pocketbase/services/record_service.py:277
low System graph software Dead code conf 1.00 Possibly dead Python function: cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/authstore.py:177
low System graph software Dead code conf 1.00 Possibly dead Python function: cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/realtime.py:138
low System graph software Dead code conf 1.00 Possibly dead Python function: fake_fetch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/harness.py:202
low System graph software Dead code conf 1.00 Possibly dead Python function: floatstr
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/src/pocketbase/utils.py:194
low System graph software Dead code conf 1.00 Possibly dead Python function: is_base
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vaphes_pocketbase_python_sdk/src/pocketbase/models/collection.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: listener
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
vaphes_pocketbase_python_sdk/src/pocketbase/services/realtime_service.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: removing_cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/authstore.py:191
low System graph software Dead code conf 1.00 Possibly dead Python function: save_func
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/authstore.py:268
low System graph software Dead code conf 1.00 Possibly dead Python function: subst
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pocketbase_py/conformance/py/ops/crud.py:348
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — js_sdk_reference/src/services/RecordService.ts:536
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
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