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ferventdesert/Hawk

visualized crawler & ETL IDE written with C#/WPF

  • View repository ↗
  • C#
  • ★ 3,205
  • commit cc3560b4ca8f
  • scored 2026-11-14
  • scoring prov-5+qual-2+sec-2

AI provenance

0%

none-detected

Confidence
65%
Coverage
100%

Estimated share of AI-generated code. Explicit attribution is a lower bound.

Code quality

47/100

poor

Confidence
90%
Coverage
100%

Complexity, duplication, lint density, tests, CI, docs and review process.

Security

68/100

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 pace0
  • Coding-style index (1.0+ means possible)0.00

Lines added per month all AI-attributed share

  1. 2016-0423,719 · 0% AI
  2. 2016-052,602 · 0% AI
  3. 2016-06212 · 0% AI
  4. 2016-07164 · 0% AI
  5. 2016-09240 · 0% AI
  6. 2016-103,883 · 0% AI
  7. 2016-11967 · 0% AI
  8. 2017-0372 · 0% AI
  9. 2017-050 · 0% AI
  10. 2017-094 · 0% AI
  11. 2017-1019 · 0% AI
  12. 2017-110 · 0% AI
  13. 2017-121,577 · 0% AI
  14. 2018-014,033 · 0% AI
  15. 2018-02795 · 0% AI
  16. 2018-03276 · 0% AI
  17. 2018-041,277 · 0% AI
  18. 2018-051,401 · 0% AI
  19. 2018-071,306 · 0% AI
  20. 2018-081,612 · 0% AI
  21. 2018-091,503 · 0% AI
  22. 2018-103,619 · 0% AI
  23. 2018-111,413 · 0% AI
  24. 2018-1292 · 0% AI
  25. 2019-012,212 · 0% AI
  26. 2019-0326 · 0% AI
  27. 2019-040 · 0% AI
  28. 2019-056 · 0% AI
  29. 2019-0686 · 0% AI
  30. 2019-07266 · 0% AI
  31. 2019-0865 · 0% AI
  32. 2019-1256 · 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
238
effective_loc
53,503
tools_detected
0
AI tool configurationok
artifacts
0
tools_configured
0
workflow_agents
0
Commit velocityok
excluded_import_loc
22,567
flagged_loc
0
flagged_loc_share
0.0%
flagged_units
0
max_loc_per_hour
696
measured_loc
30,936
median_loc_per_hour
72.46
pr_timed_units
0
pre_ai_era_burst_loc
2,784
pre_ai_era_bursts
1
pre_ai_era_measured_loc
30,936
work_units
139
Release velocityok
flagged_releases
0
max_loc_per_day
50
releases
6
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
36,155
per_kloc:assistant_voice
0
per_kloc:emoji_in_code
0
per_kloc:narrated_steps
0
per_kloc:placeholder
0

Code quality

47 poor

Code quality is poor: test-to-source ratio 0.00, no CI test run detected; 13% of function code in complex or long functions; 15% duplicated lines. Weakest area: testing.

How the score is built

  • Complexity67
  • Duplication40
  • Lint and smells96
  • Tests and CI0
  • Documentation65
  • Type safety40
  • Review processnot measured

Evidence by analyzer

Complexity (lizard)ok10 items
complex_functions
16
function_nloc
20,213
functions
1,399
long_functions
13
many_param_functions
1
mean_ccn
2.82
p90_ccn
6
risky_nloc_share
13.4%
Duplication (jscpd)ok10 items
compared_lines
20,090
duplicated_lines
3,032
duplicated_share
15.1%
files
212
Lintok
category:best-practice
15
findings
15
scanned_lines
36,155
weighted_findings
5.25
Tests and CIok
check:ci_present
no
check:ci_runs_lint
no
check:ci_runs_tests
no
check:has_tests
no
check:test_ratio
no
check:tests_cochange
no
ci_files
0
cochange_commits
151
cochange_share
0.0%
source_lines
36,155
test_lines
0
test_ratio
0
Documentationok2 items
  • README.md README.md
  • LICENSE LICENSE
check:changelog
no
check:contributing
no
check:license
yes
check:readme
yes
readme_lines
37
Type safetyok
check:low_escape_density
yes
check:strict_config
no
escapes
0
escapes_per_kloc
0

Security

68 weak

Security posture is weak: 5 high-severity SAST findings. Weakest area: posture.

How the score is built

  • Secrets79
  • Static analysis (SAST)89
  • Vulnerable dependenciesnot measured
  • CI workflowsnot measured
  • Security posture0
  • OpenSSF Scorecardnot measured

Evidence by analyzer

OpenSSF Scorecardskipped

no published OpenSSF Scorecard result for this repo

Package registriesskipped

no registry dependencies declared

Secrets (gitleaks)ok
secrets_current
0
secrets_history
0
secrets_low_confidence
7
secrets_nonprod
0
Static analysis (opengrep)ok
findings
8
findings_high
5
findings_low
0
findings_medium
3
parse_errors
0
scanned_lines
36,155
weighted_findings
12
Dependencies (osv-scanner)skipped
CI workflows (zizmor)skipped
Security postureok
check:dependency_updates
no
check:lockfiles
yes
check:security_policy
no
check:signed_commits
no
signed_commit_share
0.5%
unpinned_manifests
0
Release downloadsok5 items
binary_assets
5
signals
1
suspicious
0

Findings

5 high5 medium20 low

SeverityRuleLocationMessageTool
high opengrep/csharp.lang.security.sqli.csharp-sqli Hawk.Core/Connectors/MySQLConnector.cs:46 Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and... Static analysis (opengrep)
high opengrep/csharp.lang.security.sqli.csharp-sqli Hawk.Core/Connectors/SQLServerConnector.cs:43 Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and... Static analysis (opengrep)
high opengrep/csharp.lang.security.sqli.csharp-sqli Hawk.Core/Connectors/SQLiteConnector.cs:209 Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and... Static analysis (opengrep)
high opengrep/csharp.lang.security.sqli.csharp-sqli Hawk.Core/Connectors/SQLiteConnector.cs:383 Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and... Static analysis (opengrep)
high opengrep/csharp.lang.security.sqli.csharp-sqli Hawk.Core/Connectors/SQLiteConnector.cs:39 Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and... Static analysis (opengrep)
medium opengrep/python.requests.best-practice.use-raise-for-status Docs/trans_img.py:16 There's an HTTP request made with requests, but the raise_for_status() utility method isn't used. This can result in request errors going unnoticed and your code behaving in unexpected ways, such as if your authorization API returns a... Lint
medium opengrep/python.requests.best-practice.use-timeout Docs/trans_img.py:16 Detected a 'requests' call without a timeout set. By default, 'requests' calls wait until the connection is closed. This means a 'requests' call without a timeout will hang the program if a response is never received. Consider setting a... Lint
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization Hawk.Core/Utils/CustomSerializer.cs:31 The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is... Static analysis (opengrep)
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization Hawk.Core/Utils/CustomSerializer.cs:46 The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is... Static analysis (opengrep)
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization Hawk.Core/Utils/CustomSerializer.cs:61 The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is... Static analysis (opengrep)
low opengrep/csharp.lang.best-practice.structured-logging Hawk.Core/Connectors/DBConnectorBase.cs:514 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.Core/Connectors/MySQLConnector.cs:53 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.Core/Connectors/MySQLConnector.cs:68 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.Core/Connectors/SQLiteConnector.cs:214 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.Core/Connectors/SQLiteConnector.cs:245 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.ETL/Crawlers/HttpHelper.cs:584 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.ETL/Crawlers/HttpHelper.cs:588 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.ETL/Crawlers/XPathAnalyzer.cs:1059 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging Hawk.ETL/Crawlers/XPathx.cs:1058 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging HawkScheduler/Program.cs:147 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging HawkScheduler/Program.cs:152 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging HawkScheduler/Program.cs:161 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low opengrep/csharp.lang.best-practice.structured-logging HawkScheduler/Program.cs:98 String interpolation in log message obscures the distinction between variables and the log message. Use structured logging instead, where the variables are passed as additional arguments and the interpolation is performed by the logging... Lint
low gitleaks/generic-api-key Hawk.Base/Plugins/Web/BaiduLocation.cs:12 Possible generic-api-key secret in history (commit 8954d2cad1); removed from the current tree but still retrievable Secrets (gitleaks)
low gitleaks/generic-api-key Hawk.Base/Plugins/Web/NlpTF.cs:24 Possible generic-api-key secret in history (commit 8954d2cad1); removed from the current tree but still retrievable Secrets (gitleaks)
low gitleaks/generic-api-key Hawk.ETL/Plugins/Web/BaiduLocation.cs:17 Possible generic-api-key secret in the current tree Secrets (gitleaks)
low gitleaks/generic-api-key Hawk.ETL/Plugins/Web/NlpTF.cs:28 Possible generic-api-key secret in the current tree Secrets (gitleaks)
low gitleaks/generic-api-key Hawk/Lang/DefaultLanguage.xaml:1193 Possible generic-api-key secret in history (commit d00a08fa70); removed from the current tree but still retrievable Secrets (gitleaks)
low gitleaks/generic-api-key Hawk/Lang/en-US.xaml:2042 Possible generic-api-key secret in the current tree Secrets (gitleaks)
low gitleaks/generic-api-key Hawk/Lang/zh-CN.xaml:1193 Possible generic-api-key secret in history (commit d00a08fa70); removed from the current tree but still retrievable Secrets (gitleaks)

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.

AnalyzerPillarStatusVersionFindingsNote
AI tool configurationAI provenanceoksignatures-v10
Explicit AI attributionAI provenanceoksignatures-v10
Release velocityAI provenanceokprov-40
Coding styleAI provenanceok—0
Commit velocityAI provenanceokprov-40
Complexity (lizard)Code qualityoklizard 1.25.10
DocumentationCode qualityok—0
Duplication (jscpd)Code qualityokrepotrust-dup-w60
LintCode qualityokopengrep 1.33.1; rules f1d2b562b41415
Tests and CICode qualityok—0
Type safetyCode qualityok—0
CI workflows (zizmor)Securityskipped—0
Dependencies (osv-scanner)Securityskipped—0
Release downloadsSecurityok—0
Security postureSecurityok—0
Package registriesSecurityskipped—0no registry dependencies declared
Static analysis (opengrep)Securityokopengrep 1.33.1; rules f1d2b562b4148
OpenSSF ScorecardSecurityskipped—0no published OpenSSF Scorecard result for this repo
Secrets (gitleaks)Securityokgitleaks 8.30.17

Score history

Scores from different scoring versions aren't directly comparable.

ScoredCommitScoringAI provenanceQualitySecurity
2026-11-14cc3560b4ca8fprov-5+qual-2+sec-20%4768
2026-11-14cc3560b4ca8fprov-4+qual-2+sec-20%4768

Embed a badge

Maintainers can show these in a README. Badges update when the repository is re-scored.

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Full text report
  • Repository: https://github.com/ferventdesert/Hawk
  • Commit: cc3560b4ca8f1efbd6323351ce1a67bc41d51ccb
  • Generated: 2026-11-14T14:52:04+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 65% 100%
Code quality 47 poor 90% 100%
Security 68 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
2018-08 1,612 0%
2018-09 1,503 0%
2018-10 3,619 0%
2018-11 1,413 0%
2018-12 92 0%
2019-01 2,212 0%
2019-03 26 0%
2019-05 6 0%
2019-06 86 0%
2019-07 266 0%
2019-08 65 0%
2019-12 56 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 poor: test-to-source ratio 0.00, no CI test run detected; 13% of function code in complex or long functions; 15% duplicated lines. Weakest area: testing.

Area Score
Complexity (lizard) 67
Duplication 40
Code smells (Opengrep) 96
Tests and CI 0
Documentation 65
Type safety 40
Process (Scorecard review/maintenance) n/a
  • Functions: 1,399; mean complexity 2.8, 90th percentile 6; 16 complex and 13 long functions
  • Duplicated lines: 15.1% of 20,090 compared
  • Tests: 0 test lines for 36,155 source lines (ratio 0.00); CI test commands: none detected; 0% of recent source commits also change tests
  • Docs missing or thin: contributing, changelog

Most complex functions:

Security

Security posture is weak: 5 high-severity SAST findings. Weakest area: posture.

Area Score
Secrets (gitleaks, tree + history) 79
Static analysis (Opengrep) 89
Vulnerable dependencies (OSV) n/a
CI workflows (zizmor) n/a
Posture (policy, updates, signing, lockfiles) 0
OpenSSF Scorecard n/a
  • Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits

Top findings

Severity Finding Location
high opengrep/csharp.lang.security.sqli.csharp-sqli: Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and 'SqlParameter'. [confidence medium] Hawk.Core/Connectors/MySQLConnector.cs:46
high opengrep/csharp.lang.security.sqli.csharp-sqli: Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and 'SqlParameter'. [confidence medium] Hawk.Core/Connectors/SQLServerConnector.cs:43
high opengrep/csharp.lang.security.sqli.csharp-sqli: Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and 'SqlParameter'. [confidence medium] Hawk.Core/Connectors/SQLiteConnector.cs:39
high opengrep/csharp.lang.security.sqli.csharp-sqli: Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and 'SqlParameter'. [confidence medium] Hawk.Core/Connectors/SQLiteConnector.cs:209
high opengrep/csharp.lang.security.sqli.csharp-sqli: Detected a formatted string in a SQL statement. This could lead to SQL injection if variables in the SQL statement are not properly sanitized. Use a prepared statements instead. You can obtain a PreparedStatement using 'SqlCommand' and 'SqlParameter'. [confidence medium] Hawk.Core/Connectors/SQLiteConnector.cs:383
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization: The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is insecure and can't be made secure [confidence high] Hawk.Core/Utils/CustomSerializer.cs:31
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization: The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is insecure and can't be made secure [confidence high] Hawk.Core/Utils/CustomSerializer.cs:46
medium opengrep/csharp.lang.security.insecure-deserialization.insecure-binaryformatter-deserialization: The BinaryFormatter type is dangerous and is not recommended for data processing. Applications should stop using BinaryFormatter as soon as possible, even if they believe the data they're processing to be trustworthy. BinaryFormatter is insecure and can't be made secure [confidence high] Hawk.Core/Utils/CustomSerializer.cs:61
low gitleaks/generic-api-key: Possible generic-api-key secret in the current tree Hawk.ETL/Plugins/Web/NlpTF.cs:28
low gitleaks/generic-api-key: Possible generic-api-key secret in the current tree Hawk.ETL/Plugins/Web/BaiduLocation.cs:17
low gitleaks/generic-api-key: Possible generic-api-key secret in the current tree Hawk/Lang/en-US.xaml:2042
low gitleaks/generic-api-key: Possible generic-api-key secret in history (commit 8954d2cad1); removed from the current tree but still retrievable Hawk.Base/Plugins/Web/NlpTF.cs:24
low gitleaks/generic-api-key: Possible generic-api-key secret in history (commit 8954d2cad1); removed from the current tree but still retrievable Hawk.Base/Plugins/Web/BaiduLocation.cs:12
low gitleaks/generic-api-key: Possible generic-api-key secret in history (commit d00a08fa70); removed from the current tree but still retrievable Hawk/Lang/DefaultLanguage.xaml:1193
low gitleaks/generic-api-key: Possible generic-api-key secret in history (commit d00a08fa70); removed from the current tree but still retrievable Hawk/Lang/zh-CN.xaml:1193

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.

Distribution signals

Signals consistent with a repository that exists to distribute a download. They are heuristics, not a verdict; release files were not downloaded or inspected.

Repository profile

  • Source lines: 36,155; test lines: 0
Language Lines
C# 35,891
Python 259
Shell 5