Leaderboard github.com
kotartemiy/newscatcher
Programmatically collect normalized news from (almost) any website.
AI provenance
0%
none-detected
- Confidence
- 44%
- Coverage
- 100%
Estimated share of AI-generated code. Explicit attribution is a lower bound.
Code quality
60/100
weak
- Confidence
- 90%
- Coverage
- 100%
Complexity, duplication, lint density, tests, CI, docs and review process.
Security
52/100
weak
- Confidence
- 85%
- Coverage
- 100%
Secrets, static analysis, vulnerable dependencies, CI and supply-chain posture.
AI provenance
0% none-detected
No AI attribution or AI-consistent velocity signals detected.
How the score is built
- Explicitly attributed share0%
- Unattributed share in AI-pace bursts0%
- Estimated AI-generated share0%
- AI tool configuration files0
- Work sessions at AI pace0
- Releases at AI pacenot measured
- Coding-style index (1.0+ means possible)0.00
Lines added per month all AI-attributed share
- 2020-0275 · 0% AI
- 2020-05344 · 0% AI
Evidence by analyzer
Explicit AI attributionok
- attributed_commit_share
- 0.0%
- attributed_commits
- 0
- attributed_loc
- 0
- attributed_loc_share
- 0.0%
- commits
- 17
- effective_loc
- 419
- tools_detected
- 0
AI tool configurationok
- artifacts
- 0
- tools_configured
- 0
- workflow_agents
- 0
Commit velocityok
- excluded_import_loc
- 0
- flagged_loc
- 0
- flagged_loc_share
- 0.0%
- flagged_units
- 0
- max_loc_per_hour
- 64.50
- measured_loc
- 419
- median_loc_per_hour
- 64.50
- pr_timed_units
- 0
- pre_ai_era_burst_loc
- 0
- pre_ai_era_bursts
- 0
- pre_ai_era_measured_loc
- 419
- work_units
- 4
Release velocityskipped
Coding styleok
- count:assistant_voice
- 0
- count:emoji_in_code
- 0
- count:narrated_steps
- 0
- count:placeholder
- 0
- files:assistant_voice
- 0
- files:emoji_in_code
- 0
- files:narrated_steps
- 0
- files:placeholder
- 0
- index
- 0
- lines_scanned
- 286
- per_kloc:assistant_voice
- 0
- per_kloc:emoji_in_code
- 0
- per_kloc:narrated_steps
- 0
- per_kloc:placeholder
- 0
Code quality
60 weak
Code quality is weak: test-to-source ratio 0.02, no CI test run detected; 0% of function code in complex or long functions; 25% duplicated lines. Weakest area: duplication.
How the score is built
- Complexity100
- Duplication22
- Lint and smells100
- Tests and CI29
- Documentation65
- Type safety40
- Review processnot measured
Evidence by analyzer
Complexity (lizard)ok
- complex_functions
- 0
- function_nloc
- 208
- functions
- 12
- long_functions
- 0
- many_param_functions
- 0
- mean_ccn
- 4.25
- p90_ccn
- 10
- risky_nloc_share
- 0.0%
Duplication (jscpd)ok1 item
- compared_lines
- 220
- duplicated_lines
- 56
- duplicated_share
- 25.4%
- files
- 1
Lintok
- findings
- 0
- scanned_lines
- 286
- weighted_findings
- 0
Tests and CIok
- check:ci_present
- no
- check:ci_runs_lint
- no
- check:ci_runs_tests
- no
- check:has_tests
- yes
- check:test_ratio
- no
- check:tests_cochange
- no
- ci_files
- 0
- cochange_commits
- 5
- cochange_share
- 20.0%
- source_lines
- 286
- test_lines
- 5
- test_ratio
- 0.02
Documentationok2 items
- README.md
README.md - LICENSE
LICENSE
- check:changelog
- no
- check:contributing
- no
- check:license
- yes
- check:readme
- yes
- readme_lines
- 136
Type safetyok
- check:low_escape_density
- yes
- check:strict_config
- no
- escapes
- 0
- escapes_per_kloc
- 0
Security
52 weak
Security posture is weak: 22 known vulnerabilities in 7 dependencies; 4 high-severity SAST findings. Weakest area: posture.
How the score is built
- Secrets100
- Static analysis (SAST)25
- Vulnerable dependencies45
- CI workflowsnot measured
- Security posture0
- OpenSSF Scorecardnot measured
Evidence by analyzer
OpenSSF Scorecardskipped
no published OpenSSF Scorecard result for this repo
Package registriesok
- checked
- 4
- declared
- 4
- lookup_errors
- 0
- missing
- 0
- recent
- 0
Secrets (gitleaks)ok
- secrets_current
- 0
- secrets_history
- 0
- secrets_low_confidence
- 0
- secrets_nonprod
- 0
Static analysis (opengrep)ok
- findings
- 8
- findings_high
- 4
- findings_low
- 0
- findings_medium
- 4
- parse_errors
- 0
- scanned_lines
- 286
- weighted_findings
- 4
Dependencies (osv-scanner)ok
- penalty
- 48
- vulnerabilities
- 22
- vulnerable_packages
- 7
- vulns_critical
- 1
- vulns_high
- 10
- vulns_low
- 0
- vulns_medium
- 11
- vulns_unknown
- 0
CI workflows (zizmor)skipped
Security postureok
- check:dependency_updates
- no
- check:lockfiles
- yes
- check:security_policy
- no
- check:signed_commits
- no
- signed_commit_share
- 47.1%
- unpinned_manifests
- 0
Release downloadsok
- binary_assets
- 0
- signals
- 0
- suspicious
- 0
Findings
1 critical14 high15 medium
30 findings
| Severity | Rule | Location | Message | Tool |
|---|---|---|---|---|
| critical | osv/GHSA-6q48-6c7w-9gw2 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-4320, GHSA-6q48-6c7w-9gw2 | Dependencies (osv-scanner) |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query |
newscatcher/__init__.py:103 | Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used... | Static analysis (opengrep) |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query |
newscatcher/__init__.py:168 | Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used... | Static analysis (opengrep) |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query |
newscatcher/__init__.py:208 | Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used... | Static analysis (opengrep) |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query |
newscatcher/__init__.py:222 | Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used... | Static analysis (opengrep) |
| high | osv/GHSA-2xpw-w6gg-jr37 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1994, GHSA-2xpw-w6gg-jr37 | Dependencies (osv-scanner) |
| high | osv/GHSA-38jv-5279-wg99 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1996, GHSA-38jv-5279-wg99 | Dependencies (osv-scanner) |
| high | osv/GHSA-gm62-xv2j-4w53 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1998, GHSA-gm62-xv2j-4w53 | Dependencies (osv-scanner) |
| high | osv/GHSA-hj5v-574p-mj7c |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2020-92, GHSA-hj5v-574p-mj7c | Dependencies (osv-scanner) |
| high | osv/GHSA-jjg7-2v4v-x38h |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2024-60, GHSA-jjg7-2v4v-x38h | Dependencies (osv-scanner) |
| high | osv/GHSA-q2q7-5pp4-w6pg |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2021-108, GHSA-q2q7-5pp4-w6pg | Dependencies (osv-scanner) |
| high | osv/GHSA-qccp-gfcp-xxvc |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-141, GHSA-qccp-gfcp-xxvc | Dependencies (osv-scanner) |
| high | osv/GHSA-v845-jxx5-vc9f |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2023-192, GHSA-v845-jxx5-vc9f | Dependencies (osv-scanner) |
| high | osv/GHSA-vxq7-64xx-v4gw |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-4177, GHSA-vxq7-64xx-v4gw | Dependencies (osv-scanner) |
| high | osv/GHSA-xqr8-7jwr-rhp7 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2023-135, GHSA-xqr8-7jwr-rhp7 | Dependencies (osv-scanner) |
| medium | opengrep/python.lang.security.audit.formatted-sql-query |
newscatcher/__init__.py:103 | Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] | Static analysis (opengrep) |
| medium | opengrep/python.lang.security.audit.formatted-sql-query |
newscatcher/__init__.py:168 | Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] | Static analysis (opengrep) |
| medium | opengrep/python.lang.security.audit.formatted-sql-query |
newscatcher/__init__.py:208 | Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] | Static analysis (opengrep) |
| medium | opengrep/python.lang.security.audit.formatted-sql-query |
newscatcher/__init__.py:222 | Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] | Static analysis (opengrep) |
| medium | osv/GHSA-34jh-p97f-mpxf |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1995, GHSA-34jh-p97f-mpxf | Dependencies (osv-scanner) |
| medium | osv/GHSA-43fp-rhv2-5gv8 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2022-42986, GHSA-43fp-rhv2-5gv8 | Dependencies (osv-scanner) |
| medium | osv/GHSA-65pc-fj4g-8rjx |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-215, GHSA-65pc-fj4g-8rjx | Dependencies (osv-scanner) |
| medium | osv/GHSA-6w46-j5rx-g56g |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1845, GHSA-6w46-j5rx-g56g | Dependencies (osv-scanner) |
| medium | osv/GHSA-9hjg-9r4m-mvj7 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1872, GHSA-9hjg-9r4m-mvj7 | Dependencies (osv-scanner) |
| medium | osv/GHSA-9wx4-h78v-vm56 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1873, GHSA-9wx4-h78v-vm56 | Dependencies (osv-scanner) |
| medium | osv/GHSA-g4mx-q9vg-27p4 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2023-212, GHSA-g4mx-q9vg-27p4 | Dependencies (osv-scanner) |
| medium | osv/GHSA-gc5v-m9x4-r6x2 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-2275, GHSA-gc5v-m9x4-r6x2 | Dependencies (osv-scanner) |
| medium | osv/GHSA-j8r2-6x86-q33q |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2023-74, GHSA-j8r2-6x86-q33q | Dependencies (osv-scanner) |
| medium | osv/GHSA-jfmj-5v4g-7637 |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-2074, GHSA-jfmj-5v4g-7637 | Dependencies (osv-scanner) |
| medium | osv/GHSA-pq67-6m6q-mj2v |
poetry.lock | [email protected] (PyPI) is affected by PYSEC-2026-1999, GHSA-pq67-6m6q-mj2v | Dependencies (osv-scanner) |
Tools and coverage
Every analyzer that ran on this commit. A failed or skipped tool is a coverage gap: its share of the score is left out and the coverage figure drops.
| Analyzer | Pillar | Status | Version | Findings | Note |
|---|---|---|---|---|---|
| AI tool configuration | AI provenance | ok | signatures-v1 | 0 | |
| Explicit AI attribution | AI provenance | ok | signatures-v1 | 0 | |
| Release velocity | AI provenance | skipped | — | 0 | |
| Coding style | AI provenance | ok | — | 0 | |
| Commit velocity | AI provenance | ok | prov-4 | 0 | |
| Complexity (lizard) | Code quality | ok | lizard 1.25.1 | 0 | |
| Documentation | Code quality | ok | — | 0 | |
| Duplication (jscpd) | Code quality | ok | repotrust-dup-w6 | 0 | |
| Lint | Code quality | ok | opengrep 1.33.1; rules f1d2b562b414 | 0 | |
| Tests and CI | Code quality | ok | — | 0 | |
| Type safety | Code quality | ok | — | 0 | |
| CI workflows (zizmor) | Security | skipped | — | 0 | |
| Dependencies (osv-scanner) | Security | ok | osv-scanner version: 2.7.1 | 22 | |
| Release downloads | Security | ok | — | 0 | |
| Security posture | Security | ok | — | 0 | |
| Package registries | Security | ok | — | 0 | |
| Static analysis (opengrep) | Security | ok | opengrep 1.33.1; rules f1d2b562b414 | 8 | |
| OpenSSF Scorecard | Security | skipped | — | 0 | no published OpenSSF Scorecard result for this repo |
| Secrets (gitleaks) | Security | ok | gitleaks 8.30.1 | 0 |
Score history
Scores from different scoring versions aren't directly comparable.
| Scored | Commit | Scoring | AI provenance | Quality | Security |
|---|---|---|---|---|---|
| 2026-11-14 | b86b1a650241 | prov-5+qual-2+sec-2 | 0% | 60 | 52 |
| 2026-11-14 | b86b1a650241 | prov-4+qual-2+sec-2 | 0% | 60 | 52 |
Full text report
- Repository: https://github.com/kotartemiy/newscatcher
- Commit:
b86b1a650241be4e82941319698e01a33c0c01ac - Generated: 2026-11-14T14:52:05+00:00
- Scorer 0.1.0, scoring prov-5+qual-2+sec-2, report schema v2
Scores
| Pillar | Score | Signal | Confidence | Coverage |
|---|---|---|---|---|
| AI provenance (estimated AI-generated share) | 0 | none-detected | 44% | 100% |
| Code quality | 60 | weak | 90% | 100% |
| Security | 52 | weak | 85% | 100% |
AI provenance
No AI attribution or AI-consistent velocity signals detected.
- Explicitly attributed share (lower bound): 0.0%
- Unattributed share in AI-consistent velocity bursts: 0.0%
- Estimated AI-generated share: 0.0%
| Month | Lines added | Attributed to AI |
|---|---|---|
| 2020-02 | 75 | 0% |
| 2020-05 | 344 | 0% |
AI provenance describes how code was produced; it is not a quality judgment. Unless attribution is explicit, these are signals consistent with AI generation, not proof. Squash/rebase workflows, imported code, and rewritten history reduce accuracy.
Code quality
Code quality is weak: test-to-source ratio 0.02, no CI test run detected; 0% of function code in complex or long functions; 25% duplicated lines. Weakest area: duplication.
| Area | Score |
|---|---|
| Complexity (lizard) | 100 |
| Duplication | 22 |
| Code smells (Opengrep) | 100 |
| Tests and CI | 29 |
| Documentation | 65 |
| Type safety | 40 |
| Process (Scorecard review/maintenance) | n/a |
- Functions: 12; mean complexity 4.2, 90th percentile 10; 0 complex and 0 long functions
- Duplicated lines: 25.4% of 220 compared
- Tests: 5 test lines for 286 source lines (ratio 0.02); CI test commands: none detected; 20% of recent source commits also change tests
- Docs missing or thin: contributing, changelog
Security
Security posture is weak: 22 known vulnerabilities in 7 dependencies; 4 high-severity SAST findings. Weakest area: posture.
| Area | Score |
|---|---|
| Secrets (gitleaks, tree + history) | 100 |
| Static analysis (Opengrep) | 25 |
| Vulnerable dependencies (OSV) | 45 |
| CI workflows (zizmor) | n/a |
| Posture (policy, updates, signing, lockfiles) | 0 |
| OpenSSF Scorecard | n/a |
-
Known vulnerabilities: 22 in 7 packages (critical 1, high 10, medium 11, low 0)
-
Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits
Top findings
| Severity | Finding | Location |
|---|---|---|
| critical | osv/GHSA-6q48-6c7w-9gw2: [email protected] (PyPI) is affected by PYSEC-2026-4320, GHSA-6q48-6c7w-9gw2 |
poetry.lock |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition [confidence low] |
newscatcher/init.py:103 |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition [confidence low] |
newscatcher/init.py:168 |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition [confidence low] |
newscatcher/init.py:208 |
| high | opengrep/python.sqlalchemy.security.sqlalchemy-execute-raw-query: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition [confidence low] |
newscatcher/init.py:222 |
| high | osv/GHSA-xqr8-7jwr-rhp7: [email protected] (PyPI) is affected by PYSEC-2023-135, GHSA-xqr8-7jwr-rhp7 |
poetry.lock |
| high | osv/GHSA-jjg7-2v4v-x38h: [email protected] (PyPI) is affected by PYSEC-2024-60, GHSA-jjg7-2v4v-x38h |
poetry.lock |
| high | osv/GHSA-hj5v-574p-mj7c: [email protected] (PyPI) is affected by PYSEC-2020-92, GHSA-hj5v-574p-mj7c |
poetry.lock |
| high | osv/GHSA-q2q7-5pp4-w6pg: [email protected] (PyPI) is affected by PYSEC-2021-108, GHSA-q2q7-5pp4-w6pg |
poetry.lock |
| high | osv/GHSA-v845-jxx5-vc9f: [email protected] (PyPI) is affected by PYSEC-2023-192, GHSA-v845-jxx5-vc9f |
poetry.lock |
| high | osv/GHSA-qccp-gfcp-xxvc: [email protected] (PyPI) is affected by PYSEC-2026-141, GHSA-qccp-gfcp-xxvc |
poetry.lock |
| high | osv/GHSA-2xpw-w6gg-jr37: [email protected] (PyPI) is affected by PYSEC-2026-1994, GHSA-2xpw-w6gg-jr37 |
poetry.lock |
| high | osv/GHSA-38jv-5279-wg99: [email protected] (PyPI) is affected by PYSEC-2026-1996, GHSA-38jv-5279-wg99 |
poetry.lock |
| high | osv/GHSA-gm62-xv2j-4w53: [email protected] (PyPI) is affected by PYSEC-2026-1998, GHSA-gm62-xv2j-4w53 |
poetry.lock |
| high | osv/GHSA-vxq7-64xx-v4gw: [email protected] (PyPI) is affected by PYSEC-2026-4177, GHSA-vxq7-64xx-v4gw |
poetry.lock |
| medium | opengrep/python.lang.security.audit.formatted-sql-query: Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] |
newscatcher/init.py:103 |
| medium | opengrep/python.lang.security.audit.formatted-sql-query: Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] |
newscatcher/init.py:168 |
| medium | opengrep/python.lang.security.audit.formatted-sql-query: Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] |
newscatcher/init.py:208 |
| medium | opengrep/python.lang.security.audit.formatted-sql-query: Detected possible formatted SQL query. Use parameterized queries instead. [confidence low] |
newscatcher/init.py:222 |
| medium | osv/GHSA-43fp-rhv2-5gv8: [email protected] (PyPI) is affected by PYSEC-2022-42986, GHSA-43fp-rhv2-5gv8 |
poetry.lock |
| medium | osv/GHSA-65pc-fj4g-8rjx: [email protected] (PyPI) is affected by PYSEC-2026-215, GHSA-65pc-fj4g-8rjx |
poetry.lock |
| medium | osv/GHSA-6w46-j5rx-g56g: [email protected] (PyPI) is affected by PYSEC-2026-1845, GHSA-6w46-j5rx-g56g |
poetry.lock |
| medium | osv/GHSA-j8r2-6x86-q33q: [email protected] (PyPI) is affected by PYSEC-2023-74, GHSA-j8r2-6x86-q33q |
poetry.lock |
| medium | osv/GHSA-9hjg-9r4m-mvj7: [email protected] (PyPI) is affected by PYSEC-2026-1872, GHSA-9hjg-9r4m-mvj7 |
poetry.lock |
| medium | osv/GHSA-9wx4-h78v-vm56: [email protected] (PyPI) is affected by PYSEC-2026-1873, GHSA-9wx4-h78v-vm56 |
poetry.lock |
Static signals only: the scorer never runs the project's code. Secret findings are pattern matches that were not verified, and secret values are never stored.
Repository profile
- Source lines: 286; test lines: 5
| Language | Lines |
|---|---|
| Python | 291 |