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crewAIInc/crewAI

https://github.com/crewAIInc/crewAI · scanned 2026-06-17 01:53 UTC (1 month, 1 week ago) · 10 languages

443 raw signals (150 security + 293 graph) 11/13 scanners ran 36th percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v3 · 312 actionable findings from 2 signal sources. 106 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.8
/100
Security checks
83
47 findings
System graph
63
100.0% cov · 265 findings
Critical
7
click to filter
Agents
10
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 100.0 0.25 25.00
testing_score 100.0 0.20 20.00
documentation_score 82.0 0.15 12.30
practices_score 91.0 0.15 13.65
code_quality 55.0 0.10 5.50
Overall 1.00 89.2
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 7 High 4 Medium 136 Low 104 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 47 System graph 265 Crowd 0 Layer: Quality 167 Security 9 Software 23 Cicd 2 Frontend 1 Network 110
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 63.0/100 with 100.0% coverage. It contains 16293 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 293 findings — concentrated in quality (141), network (115), software (20). Risk profile is high: 11 critical, 0 high, 142 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 137 of 312 actionable findings. 418 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Security checks quality Quality conf 1.00 ✓ Repobility 7 occurrences [MINED107] Missing import: `string` used but not imported: The file uses `string.something(...)` but never imports `string`. This raises NameError at runtime the first time the line executes.
Add `import string` at the top of the file.
7 files, 7 locations
lib/crewai-tools/src/crewai_tools/tools/serply_api_tool/serply_job_search_tool.py:76
lib/crewai-tools/src/crewai_tools/tools/serply_api_tool/serply_news_search_tool.py:83
lib/crewai-tools/src/crewai_tools/tools/serply_api_tool/serply_scholar_search_tool.py:88
lib/crewai-tools/src/crewai_tools/tools/serply_api_tool/serply_web_search_tool.py:96
lib/crewai/src/crewai/events/handler_graph.py:79
lib/crewai/src/crewai/flow/visualization/renderers/interactive.py:125
lib/crewai/src/crewai/state/event_record.py:175
critical System graph security Secrets conf 1.00 Possible secret in lib/crewai-tools/src/crewai_tools/tools/multion_tool/README.md
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
lib/crewai-tools/src/crewai_tools/tools/multion_tool/README.md:20
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/.env.example
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
lines 1, 4
lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/.env.example:1, 4 (2 hits)
critical System graph security Secrets conf 1.00 3 occurrences Possible secret in lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/README.md
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
lines 50, 90, 229
lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/README.md:50, 90, 229 (3 hits)
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in lib/crewai-tools/src/crewai_tools/tools/weaviate_tool/README.md
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
lines 26, 38
lib/crewai-tools/src/crewai_tools/tools/weaviate_tool/README.md:26, 38 (2 hits)
high Security checks software dependencies conf 0.90 ✓ Repobility 2 occurrences [MINED131] pre-commit hook `https://github.com/astral-sh/uv-pre-commit` pinned to mutable rev `0.11.3`: `.pre-commit-config.yaml` references `https://github.com/astral-sh/uv-pre-commit` at `rev: 0.11.3`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine.
Pin to a commit SHA: `rev: <40-char-sha>` and bump it through `pre-commit autoupdate` (which writes to PRs that are reviewed).
lines 23, 62
.pre-commit-config.yaml:23, 62 (2 hits)
medium Security checks security auth conf 0.92 [AUC001] No Repobility access matrix policy found: The repository uses web/API frameworks but does not define .repobility/access.yml or equivalent authorization documentation.
Add .repobility/access.yml mapping routes to anonymous, authenticated, owner, admin, and super_admin. Keep business-specific rules in the repo so CI can enforce them.
low Security checks quality Error handling conf 0.55 ✓ Repobility 25 occurrences Broad exception handler needs review
This handler catches Exception/BaseException. It is actionable when it swallows errors without logging, re-raising, or returning a structured error. Handlers that intentionally convert exceptions into typed error results should not be treated as high risk.
8 files, 25 locations
lib/devtools/src/crewai_devtools/cli.py:537, 830, 835, 1069, 2004, 2113, 2201, 2273, +4 more (12 hits)
lib/cli/src/crewai_cli/cli.py:51, 117, 180, 277 (4 hits)
lib/cli/src/crewai_cli/checkpoint_cli.py:240, 284, 386 (3 hits)
lib/cli/src/crewai_cli/memory_tui.py:140, 390 (2 hits)
lib/cli/src/crewai_cli/create_flow.py:53
lib/cli/src/crewai_cli/kickoff_flow.py:22
lib/cli/src/crewai_cli/run_crew.py:73
lib/cli/src/crewai_cli/train_crew.py:31
Error handlingquality
medium Security checks quality Quality conf 0.78 Public web service has no security.txt
Add /.well-known/security.txt with Contact, Expires, Canonical, Preferred-Languages, and Policy fields. Keep the contact endpoint monitored.
.well-known/security.txt
high Security checks software dependencies conf 0.70 Remote install command pipes network code directly to a shell
Publish a package-manager install path or add checksum/signature verification before execution. For docs, show the inspect-then-run flow and pin the downloaded artifact version.
docs/ko/installation.mdx:55
high Security checks software dependencies conf 0.70 Remote install command pipes network code directly to a shell
Publish a package-manager install path or add checksum/signature verification before execution. For docs, show the inspect-then-run flow and pin the downloaded artifact version.
docs/ar/installation.mdx:62
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 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/generate-tool-specs.yml
.github/workflows/nightly.yml
.github/workflows/publish.yml
.github/workflows/stale.yml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in lib/crewai/src/crewai/flow/visualization/assets/interactive.js:1467
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
lib/crewai/src/crewai/flow/visualization/assets/interactive.js:1467 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — lib/cli/src/crewai_cli/git.py:33
`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 — lib/cli/src/crewai_cli/install_crew.py:25
`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 — lib/cli/src/crewai_cli/tools/main.py:158
`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 — lib/cli/src/crewai_cli/train_crew.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 — lib/crewai-tools/src/crewai_tools/tools/browserbase_load_tool/browserbase_load_tool.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 — lib/crewai-tools/src/crewai_tools/tools/couchbase_tool/couchbase_tool.py:178
`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 — lib/crewai-tools/src/crewai_tools/tools/exa_tools/exa_search_tool.py:102
`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 — lib/crewai-tools/src/crewai_tools/tools/firecrawl_scrape_website_tool/firecrawl_scrape_website_tool.py:96
`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 — lib/crewai-tools/src/crewai_tools/tools/generate_crewai_automation_tool/generate_crewai_automation_tool.py:52
`requests.post(...)` 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 — lib/crewai-tools/src/crewai_tools/tools/linkup/linkup_search_tool.py:46
`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 — lib/crewai-tools/src/crewai_tools/tools/mongodb_vector_search_tool/vector_search.py:118
`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 — lib/crewai-tools/src/crewai_tools/tools/multion_tool/multion_tool.py:45
`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 — lib/crewai-tools/src/crewai_tools/tools/scrapegraph_scrape_tool/scrapegraph_scrape_tool.py:102
`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 — lib/crewai-tools/src/crewai_tools/tools/scrapfly_scrape_website_tool/scrapfly_scrape_website_tool.py:61
`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 — lib/crewai-tools/src/crewai_tools/tools/selenium_scraping_tool/selenium_scraping_tool.py:90
`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 — lib/crewai-tools/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.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 — lib/crewai-tools/src/crewai_tools/tools/spider_tool/spider_tool.py:107
`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 — lib/crewai-tools/src/crewai_tools/tools/weaviate_tool/vector_search.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 — lib/devtools/src/crewai_devtools/cli.py:73
`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 — lib/devtools/src/crewai_devtools/docs_check.py:151
`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 39 placeholder/mock markers across 22 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low Security checks quality Quality conf 0.60 30 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
12 files, 15 locations
lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/stagehand_tool.py:120, 121 (2 hits)
lib/crewai/src/crewai/a2a/extensions/a2ui/v0_9.py:53, 625 (2 hits)
lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py:22, 95 (2 hits)
lib/cli/src/crewai_cli/memory_tui.py:26
lib/crewai-core/src/crewai_core/auth/providers/entra_id.py:15
lib/crewai-core/src/crewai_core/auth/providers/okta.py:14
lib/crewai-tools/src/crewai_tools/aws/s3/writer_tool.py:16
lib/crewai-tools/src/crewai_tools/rag/loaders/postgres_loader.py:32
duplicationquality
low System graph quality Maintenance conf 1.00 131 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
low System graph quality Integrity conf 1.00 96 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `AGENT_HANDLER_API_KEY`, `APIFY_API_TOKEN`, `API_BASE`, `AUTH_TOKEN`, `AWS_ACCESS_KEY_ID`, `AWS_DEFAULT_REGION`, `AWS_REGION`, `AWS_REGION_NAME` + 88 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 66 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 quality Integrity conf 1.00 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: lib/crewai-core/src/crewai_core/plus_api.py:mark_trace_batch_as_failed, lib/crewai-core/src/crewai_core/plus_api.py:mark_ephemeral_trace_batch_as_failed This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/…
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: lib/crewai-core/src/crewai_core/auth/providers/auth0.py:get_audience, lib/crewai-core/src/crewai_core/auth/providers/okta.py:get_audience, lib/crewai-core/src/crewai_core/auth/providers/entra_id.py:get_audience This is *the* AI-coder failure mode (4×…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: lib/crewai/src/crewai/memory/unified_memory.py:recall, lib/crewai/src/crewai/memory/unified_memory.py:arecall, lib/crewai/src/crewai/memory/memory_scope.py:recall, lib/crewai/src/crewai/memory/memory_scope.py:recall This is *the* AI-coder failure mod…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: lib/crewai-core/src/crewai_core/auth/providers/workos.py:get_client_id, lib/crewai-core/src/crewai_core/auth/providers/auth0.py:get_client_id, lib/crewai-core/src/crewai_core/auth/providers/okta.py:get_client_id, lib/crewai-core/src/crewai_core/auth/p…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_use_legacy` in lib/crewai/src/crewai/rag/embeddings/providers/google/genai_vertex_embedding.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 `changed_after_copy` in lib/crewai/tests/test_flow.py:1750
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 `crew_copy` in lib/crewai/src/crewai/crews/utils.py:448
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 `kwargs_copy` in lib/crewai/src/crewai/llm.py:457
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 `list_objects_v2` in lib/crewai-files/src/crewai_files/uploaders/bedrock.py:361
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 `lock_backup` in lib/cli/src/crewai_cli/update_crew.py:90
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 lib/crewai-tools/src/crewai_tools/tools/qdrant_vector_search_tool/qdrant_search_tool.py:89
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 lib/crewai/src/crewai/a2a/utils/agent_card.py:543
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 lib/crewai/src/crewai/a2a/utils/agent_card_signing.py:10
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 lib/crewai/src/crewai/a2a/utils/delegation.py:629
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 lib/crewai/src/crewai/a2a/utils/task.py:574
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 lib/crewai/src/crewai/flow/dsl/_utils.py:373
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 lib/crewai/src/crewai/flow/runtime/__init__.py:1049
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 lib/crewai/src/crewai/memory/unified_memory.py:865
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 lib/crewai/src/crewai/state/checkpoint_config.py:230
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 lib/crewai/tests/test_crew.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 `model_copy` in lib/crewai/tests/test_flow_ask.py:52
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 `onnx_mini_lm_l6_v2` in lib/crewai/src/crewai/rag/embeddings/factory.py:34
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 `onnx_mini_lm_l6_v2` in lib/crewai/src/crewai/rag/embeddings/providers/onnx/onnx_provider.py:3
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 `schema_copy` in lib/crewai/src/crewai/utilities/pydantic_schema_utils.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 `shallow_copy` in lib/crewai/src/crewai/agents/agent_builder/base_agent.py:5
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 `shallow_copy` in lib/crewai/src/crewai/crew.py:6
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 `shallow_copy` in lib/crewai/src/crewai/task.py:7
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_agent_with_knowledge_sources_works_with_copy` in lib/crewai/tests/agents/test_agent.py:1793
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_exasearchtool_alias_is_deprecated` in lib/crewai-tools/tests/tools/exa_search_tool_test.py:109
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_get_before_hooks_returns_copy` in lib/crewai/tests/hooks/test_llm_hooks.py:132
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_get_before_hooks_returns_copy` in lib/crewai/tests/hooks/test_tool_hooks.py:204
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_preserves_existing_v1` in lib/crewai/tests/llms/openai_compatible/test_openai_compatible.py:106
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_security_preservation_during_copy` in lib/crewai/tests/security/test_examples.py:153
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_usage_metrics_returns_independent_copy` in lib/crewai/tests/test_flow_usage_metrics.py:262
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 `tree_copy` in lib/cli/src/crewai_cli/tools/main.py:23
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 `tree_copy` in lib/cli/src/crewai_cli/utils.py:35
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 `tree_copy` in lib/cli/tests/test_utils.py:71
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: aextract_memories
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/unified_memory.py:1000
low System graph software Dead code conf 1.00 Possibly dead Python function: analyze_for_consolidation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/analyze.py:321
low System graph software Dead code conf 1.00 Possibly dead Python function: arecall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/unified_memory.py:1048
low System graph software Dead code conf 1.00 Possibly dead Python function: aremember
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/unified_memory.py:1004
low System graph software Dead code conf 1.00 Possibly dead Python function: aremember_many
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/unified_memory.py:1025
low System graph software Dead code conf 1.00 Possibly dead Python function: bound_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/project/annotations.py:253
low System graph software Dead code conf 1.00 Possibly dead Python function: create_aws_session
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/rag/embeddings/providers/aws/bedrock.py:13
low System graph software Dead code conf 1.00 Possibly dead Python function: default_reset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/crew.py:2277
low System graph software Dead code conf 1.00 Possibly dead Python function: embed_fn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/rag/qdrant/config.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: filtered_warn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/__init__.py:32
low System graph software Dead code conf 1.00 Possibly dead Python function: knowledge_reset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/crew.py:2280
low System graph software Dead code conf 1.00 Possibly dead Python function: list_skills
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai-core/src/crewai_core/plus_api.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: maybe_cast_one_to_many
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/rag/core/base_embeddings_callable.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: plugin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/mypy.py:51
low System graph software Dead code conf 1.00 Possibly dead Python function: print_payload_and_stop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/age90_file_input_runner.py:141
low System graph software Dead code conf 1.00 Possibly dead Python function: query_knowledge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/crew.py:1958
low System graph software Dead code conf 1.00 Possibly dead Python function: subscope
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/memory/memory_scope.py:217
low System graph software Dead code conf 1.00 Possibly dead Python function: task_to_kickoff_adapter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/lite_agent.py:157
low System graph software Dead code conf 1.00 Possibly dead Python function: tool_wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/agents/agent_adapters/langgraph/langgraph_tool_adapter.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapped_call
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lib/crewai/src/crewai/rag/core/base_embeddings_callable.py:134
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — lib/crewai/src/crewai/flow/visualization/assets/interactive.js:1651
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 `_clear_or_listeners` (body is just `pass`/`return`) — lib/crewai/src/crewai/experimental/conversational_mixin.py:132
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 `_post_agent_execution` (body is just `pass`/`return`) — lib/crewai/src/crewai/task.py:887
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 `begin` (body is just `pass`/`return`) — lib/crewai/src/crewai/flow/persistence/decorators.py:179
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 `configure_logging` (body is just `pass`/`return`) — lib/crewai-tools/src/crewai_tools/tools/stagehand_tool/stagehand_tool.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 `exec_module` (body is just `pass`/`return`) — lib/crewai/src/crewai/cli/__init__.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 `execute_task` (body is just `pass`/`return`) — lib/crewai/src/crewai/agents/agent_builder/base_agent.py:658
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 `inject_tools` (body is just `pass`/`return`) — lib/crewai/src/crewai/a2a/extensions/base.py:65
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 `metric_category` (body is just `pass`/`return`) — lib/crewai/src/crewai/experimental/evaluation/base_evaluator.py:58
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 `on_flow_created` (body is just `pass`/`return`) — lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py:232
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 `on_knowledge_query_completed` (body is just `pass`/`return`) — lib/crewai/src/crewai/events/event_listener.py:533
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: lib/cli/src/crewai_cli/crew_run_tui.py (2098 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/a2a/wrapper.py (1772 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/agent/core.py (1977 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/agents/crew_agent_executor.py (1663 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/crew.py (2372 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/events/utils/console_formatter.py (1772 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/experimental/agent_executor.py (3203 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/flow/runtime/__init__.py (3872 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/flow/visualization/assets/interactive.js (2513 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llm.py (2674 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llms/providers/anthropic/completion.py (1936 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llms/providers/azure/completion.py (1411 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llms/providers/bedrock/completion.py (2242 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llms/providers/gemini/completion.py (1546 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/llms/providers/openai/completion.py (2529 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/task.py (1463 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/src/crewai/utilities/agent_utils.py (1780 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/agents/test_agent.py (2711 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/agents/test_agent_executor.py (2394 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/events/test_event_ordering.py (1629 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/llms/azure/test_azure.py (1570 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/llms/openai/test_openai.py (2019 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/test_async_human_feedback.py (1355 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/test_crew.py (4872 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/test_flow.py (2313 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/test_flow_conversation.py (1756 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/test_task.py (1723 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/tracing/test_tracing.py (1783 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/crewai/tests/utilities/test_events.py (1577 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: lib/devtools/src/crewai_devtools/cli.py (2381 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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