Leaderboard github.com

CMU-Perceptual-Computing-Lab/openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

View repository ↗
C++
★ 34,579
commit 5c5d96523ef9
scored 2026-11-14
scoring prov-5+qual-2+sec-2

AI provenance

none-detected

Confidence: 65%
Coverage: 100%

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

Code quality

54/100

weak

Confidence: 90%
Coverage: 100%

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

Security

64/100

weak

Confidence: 85%
Coverage: 100%

Secrets, static analysis, vulnerable dependencies, CI and supply-chain posture.

Dispute or request a re-score Full report JSON

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)0.19

Lines added per month all AI-attributed share

2017-04109,822 · 0% AI
2017-05869 · 0% AI
2017-067,167 · 0% AI
2017-074,689 · 0% AI
2017-08192 · 0% AI
2017-09943 · 0% AI
2017-105,860 · 0% AI
2017-11900 · 0% AI
2017-121,349 · 0% AI
2018-013,840 · 0% AI
2018-0213,910 · 0% AI
2018-031,300 · 0% AI
2018-041,762 · 0% AI
2018-055,297 · 0% AI
2018-067,257 · 0% AI
2018-07665 · 0% AI
2018-08141 · 0% AI
2018-095,679 · 0% AI
2018-101,683 · 0% AI
2018-112,586 · 0% AI
2018-122,775 · 0% AI
2019-016,617 · 0% AI
2019-022,642 · 0% AI
2019-03447 · 0% AI
2019-04899 · 0% AI
2019-051,576 · 0% AI
2019-07197 · 0% AI
2019-08103 · 0% AI
2019-0999 · 0% AI
2019-105,041 · 0% AI
2019-11170 · 0% AI
2019-120 · 0% AI
2020-010 · 0% AI
2020-04434 · 0% AI
2020-06130 · 0% AI
2020-070 · 0% AI
2020-0913 · 0% AI
2020-10153 · 0% AI
2020-1167 · 0% AI
2020-121 · 0% AI
2021-01402 · 0% AI
2021-020 · 0% AI
2021-041 · 0% AI
2021-091 · 0% AI
2021-114 · 0% AI
2021-121 · 0% AI
2022-010 · 0% AI
2022-0374 · 0% AI
2022-051 · 0% AI
2022-062 · 0% AI
2022-090 · 0% AI
2022-100 · 0% AI
2023-040 · 0% AI
2023-060 · 0% AI
2023-070 · 0% AI
2023-120 · 0% AI
2024-010 · 0% AI
2024-030 · 0% AI
2024-041 · 0% AI
2024-081 · 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: 704
effective_loc: 197,763
tools_detected: 0

AI tool configurationok

artifacts: 0
tools_configured: 0
workflow_agents: 0

Commit velocityok

excluded_import_loc: 107,808
flagged_loc: 0
flagged_loc_share: 0.0%
flagged_units: 0
max_loc_per_hour: 2,607.96
measured_loc: 89,955
median_loc_per_hour: 69
pr_timed_units: 88
pre_ai_era_burst_loc: 28,287
pre_ai_era_bursts: 7
pre_ai_era_measured_loc: 89,870
work_units: 416

Release velocityok

flagged_releases: 0
max_loc_per_day: 245.20
releases: 14

Coding styleok8 items

count:assistant_voice: 0
count:emoji_in_code: 0
count:narrated_steps: 12
count:placeholder: 0
files:assistant_voice: 0
files:emoji_in_code: 0
files:narrated_steps: 5
files:placeholder: 0
index: 0.19
lines_scanned: 64,254
per_kloc:assistant_voice: 0
per_kloc:emoji_in_code: 0
per_kloc:narrated_steps: 0.19
per_kloc:placeholder: 0

Code quality

54 weak

Code quality is weak: test-to-source ratio 0.02, no CI test run detected; 15% of function code in complex or long functions; 20% duplicated lines. Weakest area: duplication.

How the score is built

Complexity64
Duplication30
Lint and smells94
Tests and CI42
Documentation65
Type safety40
Review process40

Evidence by analyzer

Complexity (lizard)ok10 items

complex_functions: 40
function_nloc: 34,235
functions: 2,010
long_functions: 19
many_param_functions: 57
mean_ccn: 3.42
p90_ccn: 7
risky_nloc_share: 15.0%

Duplication (jscpd)ok10 items

compared_lines: 42,025
duplicated_lines: 8,438
duplicated_share: 20.1%
files: 380

Lintok

category:correctness: 64
findings: 64
scanned_lines: 64,254
weighted_findings: 16

Tests and CIok1 item

CI config: .github/workflows/main.yml .github/workflows/main.yml

check:ci_present: yes
check:ci_runs_lint: no
check:ci_runs_tests: no
check:has_tests: yes
check:test_ratio: no
check:tests_cochange: no
ci_files: 1
cochange_commits: 187
cochange_share: 16.0%
source_lines: 64,254
test_lines: 1,148
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: 138

Type safetyok

check:low_escape_density: yes
check:strict_config: no
escapes: 0
escapes_per_kloc: 0

Security

64 weak

Security posture is weak: 3 high-severity workflow issues. Weakest area: posture.

How the score is built

Secrets85
Static analysis (SAST)100
Vulnerable dependenciesnot measured
CI workflows52
Security posture0
OpenSSF Scorecard21

Evidence by analyzer

OpenSSF Scorecardok13 items

aggregate: 2.90
check:Binary-Artifacts: yes
check:Branch-Protection: no
check:CII-Best-Practices: no
check:Code-Review: yes
check:Dangerous-Workflow: yes
check:Fuzzing: no
check:License: yes
check:Maintained: no
check:Pinned-Dependencies: no
check:SAST: no
check:Security-Policy: no
check:Signed-Releases: no
check:Token-Permissions: no

Package registriesskipped

no registry dependencies declared

Secrets (gitleaks)ok

secrets_current: 0
secrets_history: 0
secrets_low_confidence: 5
secrets_nonprod: 0

Static analysis (opengrep)ok

findings: 1
findings_high: 0
findings_low: 0
findings_medium: 1
parse_errors: 1
scanned_lines: 64,254
weighted_findings: 0.25

Dependencies (osv-scanner)skipped

CI workflows (zizmor)ok

findings: 5
findings_high: 3
findings_low: 0
findings_medium: 2
penalty: 39.60
workflows: 1

Security postureok

check:dependency_updates: no
check:lockfiles: yes
check:security_policy: no
check:signed_commits: no
signed_commit_share: 30.0%
unpinned_manifests: 0

Release downloadsok5 items

binary_assets: 19
signals: 1
suspicious: 0

Findings

3 high3 medium69 low

Severity	Rule	Location	Message	Tool
high	`zizmor/unpinned-uses`	.github/workflows/main.yml:233	unpinned action reference [confidence high]	CI workflows (zizmor)
high	`zizmor/unpinned-uses`	.github/workflows/main.yml:237	unpinned action reference [confidence high]	CI workflows (zizmor)
high	`zizmor/unpinned-uses`	.github/workflows/main.yml:283	unpinned action reference [confidence high]	CI workflows (zizmor)
medium	`zizmor/excessive-permissions`	.github/workflows/main.yml:12	overly broad permissions [confidence medium]	CI workflows (zizmor)
medium	`zizmor/artipacked`	.github/workflows/main.yml:233	credential persistence through GitHub Actions artifacts [confidence low]	CI workflows (zizmor)
medium	`opengrep/bash.curl.security.curl-pipe-bash`	scripts/osx/install_brew.sh:3	Data is being piped into `bash` from a `curl` command. An attacker with control of the server in the `curl` command could inject malicious code into the pipe, resulting in a system compromise. Avoid piping untrusted data into `bash` or...	Static analysis (opengrep)
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	.github/CI_deprecated/generate_gh_pages.sh:47	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	.github/CI_deprecated/generate_gh_pages.sh:48	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	.github/CI_deprecated/generate_gh_pages.sh:75	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	models/getModels.sh:12	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	models/getModels.sh:17	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	models/getModels.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	models/getModels.sh:31	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	models/getModels.sh:36	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure.sh:11	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure.sh:14	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure.sh:5	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure.sh:6	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure_cmake.sh:71	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/configure_cmake.sh:81	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_osx.sh:6	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_osx.sh:7	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_ubuntu.sh:10	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_ubuntu.sh:13	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_ubuntu.sh:16	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_ubuntu.sh:6	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/install_deps_ubuntu.sh:7	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/CI/run_make.sh:10	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/CI/run_make.sh:11	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/CI/run_make.sh:13	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/CI/run_make.sh:14	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/run_make.sh:5	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/run_make.sh:6	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/run_tests.sh:103	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/run_tests.sh:5	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/CI/run_tests.sh:6	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.1.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.1.sh:28	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.1.sh:30	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.1.sh:32	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.3.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.3.sh:28	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.3.sh:30	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_caffe_and_openpose_JetsonTX2_JetPack3.3.sh:32	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:16	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:23	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:32	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:35	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:45	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cuda.sh:48	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_cudnn_up_to_Ubuntu16.sh:14	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.1.sh:24	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.1.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.1.sh:28	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.1.sh:30	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.1.sh:48	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.3.sh:24	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.3.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.3.sh:28	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.3.sh:30	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/ubuntu/install_openpose_JetsonTX2_JetPack3.3.sh:41	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_caffe_and_openpose_if_cuda8.sh:26	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_caffe_and_openpose_if_cuda8.sh:28	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_caffe_and_openpose_if_cuda8.sh:30	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_caffe_and_openpose_if_cuda8.sh:32	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_openpose_if_cuda8.sh:25	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_openpose_if_cuda8.sh:27	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_openpose_if_cuda8.sh:29	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-variable-expansion-in-command`	scripts/ubuntu_deprecated/install_openpose_if_cuda8.sh:31	Variable expansions must be double-quoted so as to prevent being split into multiple pieces according to whitespace or whichever separator is specified by the IFS variable. If you really wish to split the variable's contents, you may...	Lint
low	`opengrep/bash.lang.correctness.unquoted-command-substitution-in-command`	scripts/ubuntu_deprecated/install_openpose_if_cuda8.sh:42	The result of command substitution $(...) or `...`, if unquoted, is split on whitespace or other separators specified by the IFS variable. You should surround it with double quotes to avoid splitting the result.	Lint
low	`gitleaks/generic-api-key`	include/openpose/3d/wJointAngleEstimation.hpp:68	Possible generic-api-key secret in history (commit 0c1f14f79c); removed from the current tree but still retrievable	Secrets (gitleaks)
low	`gitleaks/generic-api-key`	include/openpose/3d/wPoseTriangulation.hpp:77	Possible generic-api-key secret in history (commit 6477264f8c); removed from the current tree but still retrievable	Secrets (gitleaks)
low	`gitleaks/generic-api-key`	include/openpose/filestream/wPeopleJsonSaver.hpp:83	Possible generic-api-key secret in the current tree	Secrets (gitleaks)
low	`gitleaks/generic-api-key`	src/openpose/gui/gui.cpp:177	Possible generic-api-key secret in the current tree	Secrets (gitleaks)
low	`gitleaks/generic-api-key`	src/openpose/gui/gui3D.cpp:499	Possible generic-api-key secret in the current tree	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.

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	ok	`prov-5`	0
Coding style	AI provenance	ok	`—`	0
Commit velocity	AI provenance	ok	`prov-5`	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`	64
Tests and CI	Code quality	ok	`—`	0
Type safety	Code quality	ok	`—`	0
CI workflows (zizmor)	Security	ok	`zizmor 1.32.0`	5
Dependencies (osv-scanner)	Security	skipped	`—`	0
Release downloads	Security	ok	`—`	0
Security posture	Security	ok	`—`	0
Package registries	Security	skipped	`—`	0	no registry dependencies declared
Static analysis (opengrep)	Security	ok	`opengrep 1.33.1; rules f1d2b562b414`	1
OpenSSF Scorecard	Security	ok	`scorecard v5.6.0`	0
Secrets (gitleaks)	Security	ok	`gitleaks 8.30.1`	5

Score history

Scored	Commit	Scoring	AI provenance	Quality	Security
2026-11-14	`5c5d96523ef9`	`prov-5+qual-2+sec-2`	0%	54	64

Embed a badge

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

[![RepoTrust ai](https://repotrust.synapticcyber.com/badge/github.com/CMU-Perceptual-Computing-Lab/openpose/ai.svg)](https://repotrust.synapticcyber.com/r/github.com/CMU-Perceptual-Computing-Lab/openpose/)

[![RepoTrust quality](https://repotrust.synapticcyber.com/badge/github.com/CMU-Perceptual-Computing-Lab/openpose/quality.svg)](https://repotrust.synapticcyber.com/r/github.com/CMU-Perceptual-Computing-Lab/openpose/)

[![RepoTrust security](https://repotrust.synapticcyber.com/badge/github.com/CMU-Perceptual-Computing-Lab/openpose/security.svg)](https://repotrust.synapticcyber.com/r/github.com/CMU-Perceptual-Computing-Lab/openpose/)

Full text report

Repository: https://github.com/CMU-Perceptual-Computing-Lab/openpose
Commit: 5c5d96523ef917bd30301245fdc8343937cae48d
Generated: 2026-11-14T15:16:14+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	54	weak	90%	100%
Security	64	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%
Stylometry index: 0.19 per 1,000 lines (narrated steps 12, placeholders 0, assistant phrasing 0, emoji 0). Reported as a signal, not scored.

Month	Lines added	Attributed to AI
2020-11	67	0%
2020-12	1	0%
2021-01	402	0%
2021-04	1	0%
2021-09	1	0%
2021-11	4	0%
2021-12	1	0%
2022-03	74	0%
2022-05	1	0%
2022-06	2	0%
2024-04	1	0%
2024-08	1	0%

Evidence

step-by-step narration comment: // Step 1 - Set logging level (examples/dep)
step-by-step narration comment: // Step 2 - Read GFlags (user defined configuration) (examples/dep)
step-by-step narration comment: // Step 3 - Setting producer (examples/dep)
step-by-step narration comment: // Step 4 - Setting thread workers && manager (examples/dep)
step-by-step narration comment: // Step 5 - Initializing the worker classes (examples/dep)
step-by-step narration comment: // then, we can group the last 2 in the same thread and keep wGui in a different thread: (examples/dep)
step-by-step narration comment: // Step 1 - Set logging level (examples/dep)
step-by-step narration comment: // Step 2 - Setting thread workers && manager (examples/dep)

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; 15% of function code in complex or long functions; 20% duplicated lines. Weakest area: duplication.

Area	Score
Complexity (lizard)	64
Duplication	30
Code smells (Opengrep)	94
Tests and CI	42
Documentation	65
Type safety	40
Process (Scorecard review/maintenance)	40

Functions: 2,010; mean complexity 3.4, 90th percentile 7; 40 complex and 19 long functions
Duplicated lines: 20.1% of 42,025 compared
Tests: 1,148 test lines for 64,254 source lines (ratio 0.02); CI test commands: none detected; 16% of recent source commits also change tests
Docs missing or thin: contributing, changelog

Most complex functions:

Security

Security posture is weak: 3 high-severity workflow issues. Weakest area: posture.

Area	Score
Secrets (gitleaks, tree + history)	85
Static analysis (Opengrep)	100
Vulnerable dependencies (OSV)	n/a
CI workflows (zizmor)	52
Posture (policy, updates, signing, lockfiles)	0
OpenSSF Scorecard	21

Posture checks passed: lockfiles; missing: security policy, dependency updates, signed commits
OpenSSF Scorecard aggregate: 2.9/10 (published 2026-11-09)

Top findings

Severity	Finding	Location
high	`zizmor/unpinned-uses`: unpinned action reference [confidence high]	.github/workflows/main.yml:233
high	`zizmor/unpinned-uses`: unpinned action reference [confidence high]	.github/workflows/main.yml:237
high	`zizmor/unpinned-uses`: unpinned action reference [confidence high]	.github/workflows/main.yml:283
medium	`opengrep/bash.curl.security.curl-pipe-bash`: Data is being piped into `bash` from a `curl` command. An attacker with control of the server in the `curl` command could inject malicious code into the pipe, resulting in a system compromise. Avoid piping untrusted data into `bash` or any other shell if you can. If you must do this, consider checki [confidence low]	scripts/osx/install_brew.sh:3
medium	`zizmor/artipacked`: credential persistence through GitHub Actions artifacts [confidence low]	.github/workflows/main.yml:233
medium	`zizmor/excessive-permissions`: overly broad permissions [confidence medium]	.github/workflows/main.yml:12
low	`gitleaks/generic-api-key`: Possible generic-api-key secret in the current tree	include/openpose/filestream/wPeopleJsonSaver.hpp:83
low	`gitleaks/generic-api-key`: Possible generic-api-key secret in the current tree	src/openpose/gui/gui.cpp:177
low	`gitleaks/generic-api-key`: Possible generic-api-key secret in the current tree	src/openpose/gui/gui3D.cpp:499
low	`gitleaks/generic-api-key`: Possible generic-api-key secret in history (commit 0c1f14f79c); removed from the current tree but still retrievable	include/openpose/3d/wJointAngleEstimation.hpp:68
low	`gitleaks/generic-api-key`: Possible generic-api-key secret in history (commit 6477264f8c); removed from the current tree but still retrievable	include/openpose/3d/wPoseTriangulation.hpp:77

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

binary-release-asset: release v1.7.0 ships openpose-1.7.0-binaries-win64-cpu-python3.7-flir-3d.zip (62821 downloads)
binary-release-asset: release v1.7.0 ships openpose-1.7.0-binaries-win64-gpu-python3.7-flir-3d_recommended.zip (109080 downloads)
binary-release-asset: release v1.6.0 ships openpose-1.6.0-binaries-win64-gpu-flir-3d_recommended.zip (24131 downloads)
binary-release-asset: release v1.6.0 ships openpose-1.6.0-binaries-win64-only_cpu-flir-3d.zip (11643 downloads)
binary-release-asset: release v1.5.1 ships openpose-1.5.1-binaries-win64-gpu-flir-3d_recommended.zip (19140 downloads)

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: 64,254; test lines: 1,148

Language	Lines
C++	63,168
Shell	1,311
Python	847
HCL	76