critical System graph security Secrets conf 1.00 3 occurrences Possible secret in .github/workflows/ci.yml

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

lines 164, 184, 270

.github/workflows/ci.yml:164, 184, 270 (3 hits)

critical System graph security Secrets conf 1.00 Possible secret in .github/workflows/ui-robot-matrix.yml

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

.github/workflows/ui-robot-matrix.yml:68

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/agent_runtime/agi_codex.py:40

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/agent_runtime/agi_codex.py:40 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/apps/builtin/data_quality_gate_project/src/data_quality_gate/compat/module_shim.py:89

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/apps/builtin/data_quality_gate_project/src/data_quality_gate/compat/module_shim.py:89 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/apps/builtin/pytorch_playground_project/src/pytorch_playground/compat/module_shim.py:70

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/apps/builtin/pytorch_playground_project/src/pytorch_playground/compat/module_shim.py:70 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/apps/builtin/tescia_diagnostic_project/src/tescia_diagnostic/compat/module_shim.py:68

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/apps/builtin/tescia_diagnostic_project/src/tescia_diagnostic/compat/module_shim.py:68 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/compat/module_shim.py:67

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/compat/module_shim.py:67 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/core/agi-cluster/src/agi_cluster/agi_distributor/compat/module_shim.py:66

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/core/agi-cluster/src/agi_cluster/agi_distributor/compat/module_shim.py:66 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/core/agi-env/src/agi_env/compat/module_shim.py:67

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/core/agi-env/src/agi_env/compat/module_shim.py:67 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/lib/agi-app-pytorch-playground/src/agi_app_pytorch_playground/project/pytorch_playground_project/src/pytorch_playground/compat/module_shim.py:70

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/lib/agi-app-pytorch-playground/src/agi_app_pytorch_playground/project/pytorch_playground_project/src/pytorch_playground/compat/module_shim.py:70

Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in src/agilab/pipeline/pipeline_ai_support.py:1096

Found a known-risky pattern (exec_used). Review and replace if possible.

src/agilab/pipeline/pipeline_ai_support.py:1096 Exec used

high System graph security security conf 1.00 Insecure pattern 'exec_used' in tools/cython_worker_verify.py:260

Found a known-risky pattern (exec_used). Review and replace if possible.

tools/cython_worker_verify.py:260 Exec used

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/agilab-deep-audit/references/ARCHITECTURE_FOUNDATIONS.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.

.claude/skills/agilab-deep-audit/references/ARCHITECTURE_FOUNDATIONS.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/agilab-local-llm/SKILL.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.

.claude/skills/agilab-local-llm/SKILL.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/chat-export/SKILL.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.

.claude/skills/chat-export/SKILL.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/pipeline-concept-view/references/lab_stages_review.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.

.claude/skills/pipeline-concept-view/references/lab_stages_review.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/repo-skill-maintenance/SKILL.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.

.claude/skills/repo-skill-maintenance/SKILL.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/report-qa-docx/SKILL.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.

.claude/skills/report-qa-docx/SKILL.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/agilab-deep-audit/references/ARCHITECTURE_FOUNDATIONS.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.

.codex/skills/agilab-deep-audit/references/ARCHITECTURE_FOUNDATIONS.md VerificationCodex instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/agilab-local-llm/SKILL.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.

.codex/skills/agilab-local-llm/SKILL.md VerificationCodex instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/chat-export/SKILL.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.

.codex/skills/chat-export/SKILL.md VerificationCodex instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/pipeline-concept-view/references/lab_stages_review.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.

.codex/skills/pipeline-concept-view/references/lab_stages_review.md VerificationCodex instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/repo-skill-maintenance/SKILL.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.

.codex/skills/repo-skill-maintenance/SKILL.md VerificationCodex instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .codex/skills/report-qa-docx/SKILL.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.

.codex/skills/report-qa-docx/SKILL.md VerificationCodex instruction

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 hardware Security conf 1.00 Dockerfile runs as root: docker/Dockerfile

No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.

Container

medium System graph cicd CI/CD security conf 1.00 4 occurrences GitHub Actions workflow grants broad write permissions

CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.

4 files, 4 locations

.github/workflows/coverage.yml

.github/workflows/docs-publish.yaml

.github/workflows/pypi-publish.yaml

.github/workflows/test-pypi-publish.yaml

CI/CD securitySupply chainGithub actions

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/skills/slides/assets/pptxgenjs_helpers/text.js:4

Found a known-risky pattern (node_child_process). Review and replace if possible.

.claude/skills/slides/assets/pptxgenjs_helpers/text.js:4 Node child process

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .codex/skills/slides/assets/pptxgenjs_helpers/text.js:4

Found a known-risky pattern (node_child_process). Review and replace if possible.

.codex/skills/slides/assets/pptxgenjs_helpers/text.js:4 Node child process

medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in .claude/skills/agilab-deep-audit/SKILL.md:95

Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.

.claude/skills/agilab-deep-audit/SKILL.md:95 Subprocess shell true

medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in .codex/skills/agilab-deep-audit/SKILL.md:95

Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.

.codex/skills/agilab-deep-audit/SKILL.md:95 Subprocess shell true

medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in src/agilab/pages/4_ANALYSIS.py:876

Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.

src/agilab/pages/4_ANALYSIS.py:876 Subprocess shell true

medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in tools/security_hygiene_report.py:183

Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.

tools/security_hygiene_report.py:183 Subprocess shell true

medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — .claude/skills/slides/scripts/detect_font.py:120

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — .claude/skills/slides/scripts/render_slides.py:99

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — .codex/skills/slides/scripts/detect_font.py:120

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — .codex/skills/slides/scripts/render_slides.py:99

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — pycharm/setup_pycharm.py:319

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/bridge_cli.py:1166

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/core/agi-cluster/src/agi_cluster/agi_distributor/deployment/deployment_local_support.py:182

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/core/agi-cluster/src/agi_cluster/agi_distributor/runtime/background_jobs_support.py:82

`subprocess.Popen(...)` 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/dag/dag_distributed_submitter.py:275

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/environment/venv_linker.py:240

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/lab_run.py:380

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/notebooks/notebook_colab_support.py:150

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/notebooks/notebook_export_support.py:2697

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/orchestrate/orchestrate_page_support.py:1009

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/agilab/orchestrate/orchestrate_support.py:72

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/agent_context_router.py:116

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/agent_skill_quality_guard.py:111

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/agi_core_change_guard.py:57

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/agilab_dev.py:264

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/agilab_widget_robot_matrix.py:136

`subprocess.Popen(...)` 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/benchmark_execution_mode_matrix.py:70

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/benchmark_execution_playground.py:161

`subprocess.Popen(...)` 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/beta_readiness.py:105

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/bugfix_validate.py:198

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/build_product_demo_reel.py:644

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/build_three_project_demo_reel.py:163

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/builtin_app_tests.py:139

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/clean_local_artifacts.py:42

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/coverage_badge_guard.py:114

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/cython_worker_verify.py:299

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/export_demo_media.py:22

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/ga_regression_selector.py:138

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/generate_codex_skills_slides.py:38

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/generate_docs_license_inventories.py:124

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/generate_runconfig_scripts.py:83

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/generate_vscode_tasks.py:62

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/hf_space_release_sync.py:320

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/impact_validate.py:183

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/install_release_proof_package.py:125

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/maintenance_dashboard.py:382

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/maintenance_memory.py:187

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/pre_push_changed_files.py:77

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/production_readiness_report.py:223

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/profile_supply_chain_scan.py:183

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/pypi_publish.py:715

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/pypi_release_retention.py:903

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/refresh_launch_matrix.py:36

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/regression_fresh_install.py:19

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/release_handoff.py:24

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/release_plan.py:141

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/release_proof_report.py:408

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/repo_footprint.py:38

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/shared_core_strict_typing.py:147

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/skill_security_scan.py:58

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/sync_agent_skills.py:40

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/task_worktree.py:20

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/ui_robot_evidence.py:71

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/ui_robot_failure_replay.py:58

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/workflow_parity.py:568

`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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — tools/worktree_scope_guard.py:83

`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 110 placeholder/mock markers across 33 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.

Mock dataIncompleteGenerated repo pattern

medium System graph network Security conf 1.00 Privileged port 120 in use

Port 120 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

tools/capture_demo_workflow.sh Ports

medium System graph network Security conf 1.00 Privileged port 140 in use

Port 140 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

tools/capture_demo_workflow.sh Ports

medium System graph network Security conf 1.00 Privileged port 900 in use

Port 900 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.

tools/capture_demo_workflow.sh Ports

low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found

Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.

Deployment

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 989 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: ghcr.io/astral-sh/uv:bookworm-slim

Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.

docker/Dockerfile:1 containersPinned dependencies

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 19 places

Functions with the same first-5-line body hash: docs/source/snippets/AgiEnv.instanciation.py:agilab_apps_path, docs/source/examples/minimal_app/AGI.install-minimal_app.py:agilab_apps_path, docs/source/examples/minimal_app/AGI.get_distrib-minimal_app.py:agilab_apps_path, docs/source/examples/minimal…

duplicatesduplication

low System graph quality Integrity conf 1.00 19 occurrences Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: docs/source/examples/minimal_app/AGI.install-minimal_app.py:main, src/agilab/examples/minimal_app/AGI_install_minimal_app.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Conso…

19 occurrences

repo-level (19 hits)

duplicatesduplication

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `2_legacy` in test/test_hf_space_smoke.py:354

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_fake_copy` in src/agilab/core/test/test_agi_distributor_cleanup_support.py:246

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_fake_copy` in src/agilab/core/test/test_agi_distributor_uv_source_support.py:776

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_remove_legacy_app_resource_copy` in src/agilab/core/agi-cluster/src/agi_cluster/agi_distributor/deployment/deployment_local_support.py:300

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `broken_legacy` in test/test_pipeline_ai.py:233

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `broken_legacy` in test/test_pipeline_ai_support.py:364

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `classroom_partial_worker_2_legacy` in test/test_tescia_diagnostic_project.py:2363

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `done_old` in src/agilab/core/test/test_agi_distributor_service_state_support.py:723

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `escaped_old` in src/agilab/pages/4_ANALYSIS.py:1453

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `hero__copy` in src/agilab/about_page/layout.py:378

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in src/agilab/apps/builtin/execution_pandas_project/test/test_execution_pandas_project.py:196

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in test/test_ui_pages.py:395

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `nOld` in test/test_pypi_publish.py:1143

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `openai_legacy` in test/test_agent_config_and_capabilities.py:112

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `project_copy` in src/agilab/bridge_cli.py:674

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `real_user_state_backup` in test/conftest.py:143

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `run_old` in test/test_pipeline_lab.py:2706

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `sys_modules_backup` in src/agilab/core/agi-env/test/test_ui_support.py:31

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_configure_worker_runtime_resolves_builtin_worker_copy` in src/agilab/core/agi-env/test/test_worker_runtime_support.py:38

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_deploy_local_worker_sorts_trajectory_archives_before_copy` in src/agilab/core/test/test_agi_distributor_deployment_local_support.py:4693

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_load_global_state_returns_empty_dict_for_invalid_toml_without_legacy` in src/agilab/core/agi-env/test/test_pagelib.py:282

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_merge_model_data_without_overrides_returns_copy` in src/agilab/core/agi-env/test/test_app_args.py:47

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_migrate_legacy_mlflow_filestore_if_needed_skips_when_backend_exists_or_no_legacy` in src/agilab/core/agi-env/test/test_mlflow_store.py:638

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_missing_flattened_active_app_falls_back_to_builtin_copy` in src/agilab/core/agi-env/test/test_agi_env.py:652

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_root_copy` in test/test_coverage_shard_plan.py:117

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `view_legacy` in test/test_install_apps_discovery.py:198

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/app_args_form.py:14

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy/__init__.py:13

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy/app_args.py:18

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy/reduction.py:21

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy_worker/weather_forecast_legacy_worker.py:17

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/test/test_weather_forecast_legacy_project.py:17

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/evidence/run_diff_evidence.py:455

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in src/agilab/notebooks/notebook_export_support.py:1733

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in test/test_agilab_widget_robot.py:1666

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in test/test_app_installer_packaging.py:84

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in test/test_connector_registry.py:22

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in tools/agilab_widget_robot.py:117

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in tools/build_product_demo_reel.py:505

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weather_forecast_legacy` in tools/build_three_project_demo_reel.py:232

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `WeatherForecastLegacy` in src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy/weather_forecast_legacy.py:26

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in test/test_ci_workflow.py:68

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in test/test_install_contract_check.py:30

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in test/test_runtime_diagnostics.py:246

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in test/test_worker_env_reuse.py:28

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in test/test_workflow_parity.py:53

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in tools/install_contract_check.py:237

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in tools/production_readiness_report.py:98

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in tools/ui_robot_coverage_contract.py:472

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in tools/worker_env_reuse.py:18

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `worker_copy` in tools/workflow_parity.py:356

Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.

old markerDead code

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

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

src/agilab/lib/app_project_build_support.py:117

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

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

tools/generate_vscode_tasks.py:423

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

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

tools/generate_vscode_tasks.py:419

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

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

tools/build_state_of_art_prompt_deck.py:68

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

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

tools/pypi_release_retention.py:1244

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

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

tools/generate_component_coverage_badges.py:169

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

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

tools/generate_component_coverage_badges.py:129

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

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

tools/pypi_release_retention.py:1254

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

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

tools/pypi_pending_trusted_publisher.py:629

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

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

src/agilab/apps/builtin/data_quality_gate_project/src/data_quality_gate/compat/module_shim.py:36

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

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

.claude/skills/slides/scripts/detect_font.py:733

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

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

.codex/skills/slides/scripts/detect_font.py:733

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

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

tools/pypi_distribution_state.py:76

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

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

tools/build_product_demo_reel.py:904

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

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

tools/pypi_publish.py:529

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

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

tools/pypi_release_retention.py:75

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

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

tools/pypi_release_retention.py:64

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

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

tools/agilab_web_robot.py:156

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

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

tools/pypi_publish.py:738

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

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

tools/pypi_publish.py:985

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

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

src/agilab/ui/page_bootstrap.py:267

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

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

src/agilab/workflow/workflow_ui.py:657

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

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

tools/agilab_widget_robot.py:4968

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

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

tools/benchmark_execution_pandas_cython_kernel.py:285

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

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

tools/build_state_of_art_prompt_deck.py:348

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

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

tools/pypi_publish.py:760

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

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

tools/pypi_release_retention.py:950

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

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

tools/pypi_release_retention.py:293

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — .claude/skills/slides/assets/pptxgenjs_helpers/layout.js:230

Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak

Fq console leak

low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — .codex/skills/slides/assets/pptxgenjs_helpers/layout.js:230

Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak

Fq console leak

low System graph quality Integrity conf 1.00 Stub function `_noop` (body is just `pass`/`return`) — src/agilab/notebooks/notebook_colab_support.py:87

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `_write_heartbeat` (body is just `pass`/`return`) — src/agilab/core/agi-node/src/agi_node/agi_dispatcher/base_worker.py:530

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `exec_module` (body is just `pass`/`return`) — src/agilab/apps/builtin/data_quality_gate_project/src/data_quality_gate/compat/module_shim.py:39

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `finish` (body is just `pass`/`return`) — src/agilab/examples/mlflow_auto_tracking/preview_mlflow_auto_tracking.py:63

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `render_logo` (body is just `pass`/`return`) — docs/source/_stubs/agi_env/pagelib.py:6

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `render_logo` (body is just `pass`/`return`) — src/agilab/apps/builtin/pytorch_playground_project/src/pytorch_playground/ui/playground_ui.py:163

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `render_logo` (body is just `pass`/`return`) — src/agilab/lib/agi-app-pytorch-playground/src/agi_app_pytorch_playground/project/pytorch_playground_project/src/pytorch_playground/ui/playground_ui.py:163

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/data_quality_gate_project/src/data_quality_gate_worker/data_quality_gate_worker.py:117

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/mission_decision_project/src/mission_decision_worker/mission_decision_worker.py:106

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/pytorch_playground_project/src/pytorch_playground_worker/pytorch_playground_worker.py:110

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/r_runtime_bridge_project/src/r_runtime_bridge_worker/r_runtime_bridge_worker.py:112

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/sklearn_pipeline_project/src/sklearn_pipeline_worker/sklearn_pipeline_worker.py:104

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/tescia_diagnostic_project/src/tescia_diagnostic_worker/tescia_diagnostic_worker.py:103

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/uav_queue_project/src/uav_queue_worker/uav_queue_worker.py:197

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/uav_relay_queue_project/src/uav_relay_queue_worker/uav_relay_queue_worker.py:197

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/weather_forecast_legacy_project/src/weather_forecast_legacy_worker/weather_forecast_legacy_worker.py:71

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/apps/builtin/weather_forecast_project/src/weather_forecast_worker/weather_forecast_worker.py:71

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/lib/agi-app-mission-decision/src/agi_app_mission_decision/project/mission_decision_project/src/mission_decision_worker/mission_decision_worker.py:106

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/lib/agi-app-pytorch-playground/src/agi_app_pytorch_playground/project/pytorch_playground_project/src/pytorch_playground_worker/pytorch_playground_worker.py:110

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/lib/agi-app-uav-relay-queue/src/agi_app_uav_relay_queue/project/uav_relay_queue_project/src/uav_relay_queue_worker/uav_relay_queue_worker.py:197

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Integrity conf 1.00 Stub function `work_init` (body is just `pass`/`return`) — src/agilab/lib/agi-app-weather-forecast/src/agi_app_weather_forecast/project/weather_forecast_project/src/weather_forecast_worker/weather_forecast_worker.py:71

Likely an AI scaffold that was never filled in. Remove or implement.

Empty handlerDead code

low System graph quality Complexity conf 1.00 Very large file: install.sh (1676 lines)