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anicka-net/ossuary-risk

https://github.com/anicka-net/ossuary-risk · scanned 2026-06-17 01:33 UTC (1 month, 2 weeks ago)

79 raw signals (0 security + 79 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -5.7 (diff) · 61 actionable findings from 1 signal source. 18 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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88.9% cov · 61 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 1 High 1 Medium 5 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 61 Crowd 0 Layer: Software 22 Security 1 Cicd 1 Quality 37

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 71.0/100 with 88.9% coverage. It contains 1336 nodes across 4 cross-layer flows, written primarily in mixed languages. Engine surfaced 79 findings — concentrated in quality (51), software (26), security (1). Risk profile is high: 1 critical, 1 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 39 of 61 actionable findings. 79 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 .env.example

Detected pattern matching github_token. Rotate the credential and move to a secret manager.

.env.example:2

high System graph quality Integrity conf 1.00 Blocking `time.sleep(...)` inside `async def main` — scripts/scorecard_compare.py:261

Sync I/O inside an async function blocks the event loop. While `time.sleep(...)` is running, *all* other coroutines on this loop are paused — silent throughput collapse under concurrency. Use the async equivalent (`httpx.AsyncClient`, `asyncio.sleep`, `aiofiles`) or wrap with `await asyncio.to_thre…

scripts/scorecard_compare.py:261 Sync io in asyncPerformance

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AGENTS.md

This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.

AGENTS.md VerificationAgents md

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/ossuary/cli.py:68

`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected

Found 13 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 Debug conf 1.00 Debug logging residue appears in source files

Found 189 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 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.

.github/workflows/ossuary-scan.yml:26 CI/CD securitySupply chainGithub actions

low System graph quality Integrity conf 1.00 13 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: scripts/migrate_provisional_column.py:migrate, scripts/migrate_scores_nullable.py:migrate 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.

13 occurrences

repo-level (13 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places

Functions with the same first-5-line body hash: src/ossuary/collectors/npm.py:close, src/ossuary/collectors/github.py:close, src/ossuary/collectors/pypi.py:close This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docume…

duplicatesduplication

low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 5 places

Functions with the same first-5-line body hash: src/ossuary/collectors/registries.py:is_available, src/ossuary/collectors/registries.py:is_available, src/ossuary/collectors/registries.py:is_available, src/ossuary/collectors/registries.py:is_available This is *the* AI-coder failure mode (4× more du…

3 occurrences

repo-level (3 hits)

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 software Dead code conf 1.00 Possibly dead Python function: discover_package

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

scripts/discover_suse.py:243

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

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

src/ossuary/cli.py:2141

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

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

src/ossuary/cli.py:2245

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

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

src/ossuary/cli.py:2174

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

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

src/ossuary/cli.py:2112

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

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

src/ossuary/cli.py:2223

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

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

src/ossuary/cli.py:2209

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

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

src/ossuary/cli.py:2122

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

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

src/ossuary/cli.py:2158

low System graph software Dead code conf 1.00 5 occurrences Possibly dead Python function: is_available

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

5 files, 5 locations

src/ossuary/collectors/git.py:154

src/ossuary/collectors/github.py:241

src/ossuary/collectors/npm.py:65

src/ossuary/collectors/pypi.py:66

src/ossuary/collectors/registries.py:441

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

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

scripts/ablation.py:95

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

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

scripts/sweep_maturity.py:113

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

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

scripts/scorecard_compare.py:93

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

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

scripts/scorecard_compare.py:153

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

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

scripts/scorecard_compare.py:34

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

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

scripts/scorecard_compare.py:127

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

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

scripts/scorecard_compare.py:109

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

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

scripts/scorecard_compare.py:51

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

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

scripts/scorecard_compare.py:75

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

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

src/ossuary/dashboard/utils.py:91

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

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

src/ossuary/dashboard/pages/2_Package.py:439

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

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

src/ossuary/cli.py:31

low System graph quality Complexity conf 1.00 Very large file: scripts/validate.py (2682 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: src/ossuary/cli.py (3505 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: src/ossuary/services/scorer.py (1494 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

low System graph quality Complexity conf 1.00 Very large file: tests/test_repo_cache.py (1788 lines)

Files with >800 lines often hide complexity hotspots and discourage tests.

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