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interviewstreet/hiring-agent

https://github.com/interviewstreet/hiring-agent · scanned 2026-07-23 19:47 UTC (4 days, 17 hours ago)

18 raw signals (0 security + 18 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 17 hours ago · v8 · 18 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
93.4
/100
Security checks
93
0 findings
System graph
93
40.0% cov · 18 findings
Critical
1
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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 1 High 2 Medium 2 Low 12 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 18 Crowd 0 Layer: Software 7 Security 2 Quality 5 Dependencies 4
Scan summary Repository scanned at 93.4/100 with 40.0% coverage. It contains 152 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 18 findings — concentrated in software (7), quality (5), dependencies (4). Risk profile is high: 1 critical, 2 high, 2 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 17 of 18 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph dependencies dependencies conf 1.00 Vulnerable dependency black 25.9.0: PYSEC-2026-2120
OSV.dev reports `black` at version `25.9.0` (declared in `requirements.txt`) is affected by PYSEC-2026-2120 (aka CVE-2026-31900). No summary published yet. Aliases: CVE-2026-31900, GHSA-v53h-f6m7-xcgm Advisory: https://osv.dev/vulnerability/PYSEC-2026-2120 Fix: upgrade `black` past the affected r…
requirements.txt ScaOsvPysec 2026 2120
high System graph security Trivy conf 1.00 CVE-2026-32274: black 25.9.0 — requirements.txt
black: Black: Arbitrary file writes from unsanitized user input in cache file name Black is the uncompromising Python code formatter. Prior to 26.3.1, Black writes a cache file, the name of which is computed from various formatting options. The value of the --python-cell-magics option was placed i…
VulnCve 2026 32274
high System graph dependencies dependencies conf 1.00 Vulnerable dependency black 25.9.0: GHSA-3936-cmfr-pm3m
OSV.dev reports `black` at version `25.9.0` (declared in `requirements.txt`) is affected by GHSA-3936-cmfr-pm3m (aka CVE-2026-32274). Black: Arbitrary file writes from unsanitized user input in cache file name Aliases: CVE-2026-32274, GHSA-3936-cmfr-pm3m, PYSEC-2026-2121 Advisory: https://osv.dev…
requirements.txt ScaOsvGhsa 3936 cmfr pm3m
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
0 test file(s) for 11 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests. 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 quality Debug conf 1.00 Debug logging residue appears in source files
Found 86 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 dependencies dependencies conf 0.90 Dependency black is a major version behind
`black` is pinned at `25.9.0` in `requirements.txt` while the latest release on the pypi registry is `26.5.1` — 1 major version(s) behind. Old majors stop receiving security backports and accumulate known CVEs. Review the upstream changelog / migration guide and upgrade `black` to `26.5.1`.
requirements.txt FreshnessOutdated
low System graph dependencies dependencies conf 0.90 Dependency pymupdf4llm is a major version behind
`pymupdf4llm` is pinned at `0.0.27` in `requirements.txt` while the latest release on the pypi registry is `1.28.0` — 1 major version(s) behind. Old majors stop receiving security backports and accumulate known CVEs. Review the upstream changelog / migration guide and upgrade `pymupdf4llm` to `1.28…
requirements.txt FreshnessOutdated
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_awards_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:181
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_basics_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:134
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_education_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_json_from_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:190
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_projects_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:170
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_skills_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_work_section
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
pdf.py:143
low System graph quality Complexity conf 1.00 Very large file: pymupdf_rag.py (1377 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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