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76 of your 171 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.78s · analysis 6.94s · 2.8 MB · GitHub preflight 434ms

latchbio/latch

https://github.com/latchbio/latch · scanned 2026-06-05 19:37 UTC (4 days, 16 hours ago) · 10 languages

338 raw signals (156 security + 182 graph) 39th percentile · Python · medium (20-100K LoC) System graph score 70 (lower by 22)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 16 hours ago · v2 · 179 actionable findings from 2 signal sources. 66 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
60.5
/100
Security checks
50
99 findings
System graph
71
100.0% cov · 80 findings
Critical
0
click to filter
Agents
6
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 17.6 0.25 4.40
testing_score 12.0 0.20 2.40
documentation_score 86.0 0.15 12.90
practices_score 74.0 0.15 11.10
code_quality 52.9 0.10 5.29
Overall 1.00 48.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 56 Medium 32 Low 62 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 99 System graph 80 Crowd 0 Layer: Security 12 Software 73 Cicd 11 Quality 75 Api 1 Hardware 6 Frontend 1

All 1484 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
test_ls software healthy tests/test_ls.py:6
test_account_jwt software healthy tests/fixtures.py:10
project_name software healthy tests/fixtures.py:22
build_endpoints software healthy src/latch_sdk_config/latch.py:88
__init__ software healthy src/latch_sdk_config/user.py:15
root software healthy src/latch_sdk_config/user.py:21
token_path software healthy src/latch_sdk_config/user.py:27
workspace_path software healthy src/latch_sdk_config/user.py:36
token software healthy src/latch_sdk_config/user.py:45
workspace_id software healthy src/latch_sdk_config/user.py:57
workspace_name software healthy src/latch_sdk_config/user.py:78
update_token software healthy src/latch_sdk_config/user.py:89
update_workspace software healthy src/latch_sdk_config/user.py:94
current software healthy src/latch/account.py:79
load software healthy src/latch/account.py:94
list_registry_projects software healthy src/latch/account.py:159
update software healthy src/latch/account.py:178
__repr__ software healthy src/latch/account.py:203
__str__ software healthy src/latch/account.py:206
upsert_registry_project software dead src/latch/account.py:239
_add_registry_projects_upsert_selection software healthy src/latch/account.py:249
delete_registry_project software dead src/latch/account.py:280
_add_registry_projects_delete_selection software healthy src/latch/account.py:288
commit software healthy src/latch/account.py:318
_add_mutations_selection software healthy src/latch/account.py:332
clear software healthy src/latch/account.py:368
account_id_from_token software healthy src/latch/utils.py:12
retrieve_or_login software healthy src/latch/utils.py:42
get_workspaces software healthy src/latch/utils.py:65
current_workspace software healthy src/latch/utils.py:160
get_task_identifier software healthy src/latch/executions.py:54
rename_current_execution software dead src/latch/executions.py:82
add_execution_results software dead src/latch/executions.py:110
report_nextflow_used_storage software dead src/latch/executions.py:143
url software healthy src/latch/executions.py:174
get_execution_metadata software dead src/latch/executions.py:178
dict software healthy src/latch/types/metadata.py:870
__post_init__ software healthy src/latch/types/metadata.py:875
__init__ software healthy src/latch/types/metadata.py:286
__str__ software healthy src/latch/types/metadata.py:713
_samplesheet_repr software healthy src/latch/types/metadata.py:558
default_samplesheet_constructor software dead src/latch/types/metadata.py:569
validate software healthy src/latch/types/metadata.py:799
_parameter_str software healthy src/latch/types/metadata.py:714
file_glob software dead src/latch/types/glob.py:8
__init__ software healthy src/latch/types/directory.py:282
downloader software dead src/latch/types/directory.py:133
_idempotent_set_path software healthy src/latch/types/directory.py:150
iterdir software healthy src/latch/types/directory.py:161
size_recursive software healthy src/latch/types/directory.py:206

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
_DataAPI software healthy src/latch_sdk_config/latch.py:22
_WorkflowAPI software healthy src/latch_sdk_config/latch.py:32
_ExecutionAPI software healthy src/latch_sdk_config/latch.py:44
_UserAPI software healthy src/latch_sdk_config/latch.py:52
_CentromereAPI software healthy src/latch_sdk_config/latch.py:57
_API software healthy src/latch_sdk_config/latch.py:64
_ConsoleRoutes software healthy src/latch_sdk_config/latch.py:73
_LatchConfig software healthy src/latch_sdk_config/latch.py:78
_UserConfig software healthy src/latch_sdk_config/user.py:12
AccountNotFoundError software healthy src/latch/account.py:22
_CatalogExperiment software healthy src/latch/account.py:25
_CatalogExperimentConnection software healthy src/latch/account.py:30
_CatalogProjectNode software healthy src/latch/account.py:34
_CatalogProjectConnection software healthy src/latch/account.py:41
_Account software healthy src/latch/account.py:45
_Cache software healthy src/latch/account.py:50
Account software healthy src/latch/account.py:55
_AccountRegistryProjectsUpsertData software healthy src/latch/account.py:211
_AccountRegistryProjectsDeleteData software healthy src/latch/account.py:216
AccountUpdate software healthy src/latch/account.py:226
WSInfo software healthy src/latch/utils.py:56
NoWorkspaceSelectedError software healthy src/latch/utils.py:62
NotFoundError software healthy src/latch/utils.py:204
TaskIdentifier software healthy src/latch/executions.py:46
ExecutionMetadata software healthy src/latch/executions.py:166
LatchRule software healthy src/latch/types/metadata.py:39
LatchAppearanceEnum software healthy src/latch/types/metadata.py:58
MultiselectOption software healthy src/latch/types/metadata.py:64
Multiselect software healthy src/latch/types/metadata.py:70
LatchAuthor software healthy src/latch/types/metadata.py:82
FlowBase software healthy src/latch/types/metadata.py:94
Section software healthy src/latch/types/metadata.py:116
Text software healthy src/latch/types/metadata.py:211
Title software healthy src/latch/types/metadata.py:219
Params software healthy src/latch/types/metadata.py:227
Spoiler software healthy src/latch/types/metadata.py:241
ForkBranch software healthy src/latch/types/metadata.py:255
Fork software healthy src/latch/types/metadata.py:269
LatchParameter software healthy src/latch/types/metadata.py:293
_IsDataclass software healthy src/latch/types/metadata.py:415
SnakemakeParameter software healthy src/latch/types/metadata.py:437
SnakemakeFileParameter software healthy src/latch/types/metadata.py:446
SnakemakeFileMetadata software healthy src/latch/types/metadata.py:470
NextflowParameter software healthy src/latch/types/metadata.py:486
NextflowRuntimeResources software healthy src/latch/types/metadata.py:587
LatchMetadata software healthy src/latch/types/metadata.py:610
DockerMetadata software healthy src/latch/types/metadata.py:728
EnvironmentConfig software healthy src/latch/types/metadata.py:742
SnakemakeMetadata software healthy src/latch/types/metadata.py:763
NextflowMetadata software healthy src/latch/types/metadata.py:841

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
pyproject.toml software healthy pyproject.toml
CHANGELOG.md software healthy CHANGELOG.md
__init__.py software healthy tests/__init__.py
test_ls.py software healthy tests/test_ls.py
fixtures.py software healthy tests/fixtures.py
__init__.py software healthy tests/cp/__init__.py
Makefile software healthy docs/Makefile
index.md software healthy docs/source/index.md
conf.py software warning docs/source/conf.py
subcommands.md software healthy docs/source/subcommands.md
feature_request.md software healthy .github/ISSUE_TEMPLATE/feature_request.md
bug_report.md software healthy .github/ISSUE_TEMPLATE/bug_report.md
test.yaml software healthy .github/workflows/test.yaml
__init__.py software healthy src/latch_sdk_config/__init__.py
latch.py software healthy src/latch_sdk_config/latch.py
user.py software healthy src/latch_sdk_config/user.py
account.py software healthy src/latch/account.py
__init__.py software healthy src/latch/__init__.py
utils.py software healthy src/latch/utils.py
executions.py software healthy src/latch/executions.py
metadata.py software healthy src/latch/types/metadata.py
__init__.py software healthy src/latch/types/__init__.py
glob.py software healthy src/latch/types/glob.py
directory.py software healthy src/latch/types/directory.py
samplesheet_item.py software healthy src/latch/types/samplesheet_item.py
plots.py software healthy src/latch/types/plots.py
file.py software healthy src/latch/types/file.py
utils.py software healthy src/latch/types/utils.py
json.py software warning src/latch/types/json.py
__init__.py software healthy src/latch/functions/__init__.py
operators.py software healthy src/latch/functions/operators.py
messages.py software healthy src/latch/functions/messages.py
secrets.py software healthy src/latch/functions/secrets.py
utils.py software healthy src/latch/idl/utils.py
workflow.py software healthy src/latch/idl/admin/workflow.py
launch_plan.py software healthy src/latch/idl/admin/launch_plan.py
schedule.py software healthy src/latch/idl/admin/schedule.py
common.py software healthy src/latch/idl/admin/common.py
workflow.py software healthy src/latch/idl/core/workflow.py
types.py software healthy src/latch/idl/core/types.py
interface.py software healthy src/latch/idl/core/interface.py
literals.py software healthy src/latch/idl/core/literals.py
execution.py software healthy src/latch/idl/core/execution.py
identifier.py software healthy src/latch/idl/core/identifier.py
tasks.py software healthy src/latch/idl/core/tasks.py
security.py software healthy src/latch/idl/core/security.py
condition.py software healthy src/latch/idl/core/condition.py
dynamic.py software healthy src/latch/resources/dynamic.py
__init__.py software healthy src/latch/resources/__init__.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
cp software healthy tests/cp
docs software healthy docs
source software healthy docs/source
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows
src software healthy src
latch_sdk_config software healthy src/latch_sdk_config
latch software healthy src/latch
types software healthy src/latch/types
functions software healthy src/latch/functions
idl software healthy src/latch/idl
admin software healthy src/latch/idl/admin
core software healthy src/latch/idl/core
resources software healthy src/latch/resources
ldata software healthy src/latch/ldata
_transfer software healthy src/latch/ldata/_transfer
verified software healthy src/latch/verified
registry software healthy src/latch/registry
upstream_types software healthy src/latch/registry/upstream_types
latch_cli software healthy src/latch_cli
docker_utils software healthy src/latch_cli/docker_utils
snakemake software healthy src/latch_cli/snakemake
config software healthy src/latch_cli/snakemake/config
auth software healthy src/latch_cli/auth
exceptions software healthy src/latch_cli/exceptions
tui software healthy src/latch_cli/tui
utils software healthy src/latch_cli/utils
centromere software healthy src/latch_cli/centromere
services software healthy src/latch_cli/services
cp software healthy src/latch_cli/services/cp
launch software healthy src/latch_cli/services/launch
docker software healthy src/latch_cli/services/docker
test_data software healthy src/latch_cli/services/test_data
k8s software healthy src/latch_cli/services/k8s
register software healthy src/latch_cli/services/register
init software healthy src/latch_cli/services/init
example_conda software healthy src/latch_cli/services/init/example_conda
example_snakemake software healthy src/latch_cli/services/init/example_snakemake
scripts software healthy src/latch_cli/services/init/example_snakemake/scripts
example_docker software healthy src/latch_cli/services/init/example_docker
template software healthy src/latch_cli/services/init/template
example_r software healthy src/latch_cli/services/init/example_r
assemble_and_sort software healthy src/latch_cli/services/init/assemble_and_sort
example_nfcore software healthy src/latch_cli/services/init/example_nfcore
nextflow software healthy src/latch_cli/nextflow
latch_sdk_gql software healthy src/latch_sdk_gql

LabelLayerStatusPath
auth::src/latch_cli/auth/oauth2.py security healthy src/latch_cli/auth/oauth2.py
auth::src/latch_cli/constants.py security healthy src/latch_cli/constants.py
auth::src/latch_cli/auth/pkce.py security healthy src/latch_cli/auth/pkce.py
auth::src/latch/idl/core/security.py security healthy src/latch/idl/core/security.py
auth::src/latch_sdk_config/latch.py security healthy src/latch_sdk_config/latch.py
auth::src/latch_cli/utils/__init__.py security healthy src/latch_cli/utils/__init__.py
auth::src/latch/utils.py security healthy src/latch/utils.py
auth::src/latch_cli/services/login.py security healthy src/latch_cli/services/login.py

LabelLayerStatusPath
127.0.0.1 network healthy src/latch_cli/constants.py
54.212.151.84 network healthy src/latch_cli/services/pods.py
44.237.115.144 network healthy src/latch_cli/services/pods.py
52.0.156.72 network healthy src/latch_cli/services/pods.py
3.72.154.205 network healthy src/latch_cli/services/pods.py
54.154.243.51 network healthy src/latch_cli/services/pods.py

LabelLayerStatusPath
vps::gcp hardware healthy src/latch/types/utils.py
vps::azure hardware healthy src/latch/types/utils.py
vps::aws hardware healthy src/latch/idl/admin/schedule.py

LabelLayerStatusPath
image::src/latch_cli/services/init/example_snakemake/Docker… hardware healthy src/latch_cli/services/init/example_snakemake/Dockerfile
image::src/latch_cli/services/init/example_nfcore/Dockerfile hardware healthy src/latch_cli/services/init/example_nfcore/Dockerfile

LabelLayerStatusPath
repobility-clone-309w76in software healthy /tmp/repobility-clone-309w76in

LabelLayerStatusPath
redis data healthy src/latch/idl/core/tasks.py

LabelLayerStatusPath
gpu (detected) hardware healthy src/latch/idl/core/tasks.py

LabelLayerStatusPath
.env in repo security healthy src/latch_cli/services/init/assemble_and_sort/.env

LabelLayerStatusPath
gha::test cicd healthy .github/workflows/test.yaml

LabelLayerStatusPath
macos cicd healthy .github/workflows/test.yaml

LabelLayerStatusPath
TEST_TOKEN cicd healthy —
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