Scan timing: clone 5.14s · analysis 34.93s · 24.1 MB · GitHub API rate-limit (preflight)
https://github.com/imbue-ai/mngr
· scanned 2026-06-05 17:48 UTC (4 days, 20 hours ago)
· 10 languages
1553 raw signals (285 security + 1268 graph) 10th percentile · Python · large (100-500K LoC) System graph score 47 (higher by 13)
Last scanned 4 days, 20 hours ago · v2 · 746 actionable findings from 2 signal sources. 173 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.
| Component | Sub-score | Weight | Contribution |
|---|---|---|---|
structure_score |
60.0 | 0.15 | 9.00 |
security_score |
16.4 | 0.25 | 4.10 |
testing_score |
97.0 | 0.20 | 19.40 |
documentation_score |
83.0 | 0.15 | 12.45 |
practices_score |
77.0 | 0.15 | 11.55 |
code_quality |
33.2 | 0.10 | 3.32 |
| Overall | 1.00 | 59.8 |
Showing 473 of 746 actionable findings. 919 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.
pyproject.toml:85
uv.lock
apps/minds/imbue/minds/bootstrap.py:456apps/remote_service_connector/imbue/remote_service_connector/app.py:1735apps/remote_service_connector/imbue/remote_service_connector/testing.py:1175libs/concurrency_group/imbue/concurrency_group/local_process.py:152libs/mngr/imbue/mngr/api/gc.py:602libs/mngr/imbue/mngr/hosts/common.py:249libs/mngr/imbue/mngr/plugin_catalog.py:283libs/mngr/imbue/mngr/providers/local/instance.py:382apps/minds/pnpm-lock.yaml
.github/workflows/ci.yml:26, 201, 235 (3 hits).github/workflows/vet.yml:16libs/mngr_imbue_cloud/imbue/mngr_imbue_cloud/cli/auth.py:130
scripts/warm_cli_example.py:162
scripts/poll_modal_agents.py:146
scripts/install.sh:32
apps/minds/scripts/first-message-verify.sh:79
scripts/josh/workflow.py:188
apps/minds/imbue/minds/envs/migrations.py:154
apps/minds/imbue/minds/deployment_tests/_mailtm.py:77apps/minds/imbue/minds/envs/providers/supertokens_app.py:169apps/minds/imbue/minds/telegram/bot_creator.py:86apps/remote_service_connector/imbue/remote_service_connector/testing.py:490, 491, 492, 493, 494, 495, 496, 497, +5 more (13 hits)scripts/style_guide.py:424, 637, 638, 851, 852, 939 (6 hits)frpc_test/bar.py:6, 7, 8 (3 hits)frpc_test/foo.py:6, 7, 8 (3 hits)apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/electron/pyproject/uv.lock
libs/mngr/imbue/mngr/resources/Dockerfile:126
CI/CD securitycontainers
libs/mngr/imbue/mngr/resources/Dockerfile:5
libs/mngr/imbue/mngr/resources/Dockerfile:63, 105 (2 hits)apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/remote_service_connector/imbue/remote_service_connector/app.py:3263
apps/remote_service_connector/imbue/remote_service_connector/app.py:3202
apps/remote_service_connector/imbue/remote_service_connector/app.py:2884
apps/remote_service_connector/imbue/remote_service_connector/app.py:2241
apps/remote_service_connector/imbue/remote_service_connector/app.py:2271
apps/remote_service_connector/imbue/remote_service_connector/app.py:3547
apps/remote_service_connector/imbue/remote_service_connector/app.py:3529
apps/remote_service_connector/imbue/remote_service_connector/app.py:3485
apps/remote_service_connector/imbue/remote_service_connector/app.py:3504
apps/remote_service_connector/imbue/remote_service_connector/app.py:3396
apps/remote_service_connector/imbue/remote_service_connector/app.py:3148
apps/remote_service_connector/imbue/remote_service_connector/app.py:3220
apps/remote_service_connector/imbue/remote_service_connector/app.py:2360
apps/remote_service_connector/imbue/remote_service_connector/app.py:2430
apps/remote_service_connector/imbue/remote_service_connector/app.py:2757
apps/remote_service_connector/imbue/remote_service_connector/app.py:2650
apps/remote_service_connector/imbue/remote_service_connector/app.py:2660
apps/remote_service_connector/imbue/remote_service_connector/app.py:2682
apps/remote_service_connector/imbue/remote_service_connector/app.py:2692
apps/remote_service_connector/imbue/remote_service_connector/app.py:2223
apps/remote_service_connector/imbue/remote_service_connector/app.py:2324
apps/remote_service_connector/imbue/remote_service_connector/app.py:2262
apps/remote_service_connector/imbue/remote_service_connector/app.py:2857
apps/remote_service_connector/imbue/remote_service_connector/app.py:2302
apps/remote_service_connector/imbue/remote_service_connector/app.py:2345
.github/workflows/ci.yml:35, 50, 69, 84, 104, 185, 204, 207, +6 more (19 hits).github/workflows/minds-launch-to-msg.yml:68, 72, 192, 210, 261 (8 hits).github/workflows/publish-tombstones.yml:15, 18 (3 hits).github/workflows/release-tests.yml:28, 73, 116 (3 hits).github/workflows/tmr.yml:82, 147 (3 hits).github/workflows/minds-runner-reset.yml:20.github/workflows/publish.yml:26.github/workflows/tmr-reintegrate.yml:71.github/workflows/ci.yml:55, 63, 66, 212, 264, 272, 275, 363 (11 hits).github/workflows/publish-tombstones.yml:23, 34 (4 hits).github/workflows/minds-launch-to-msg.yml:80 (2 hits).github/workflows/publish.yml:31, 67 (2 hits).github/workflows/release-tests.yml:43, 97 (2 hits).github/workflows/vet.yml:22
CI/CD securitySupply chainGitHub Actions
uv.lock
uv.lock
uv.lock
scripts/style_guide.py:1195
scripts/style_guide.py:1185
.pre-commit-config.yaml:5
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
uv.lock
uv.lock
uv.lock
uv.lock
apps/minds/electron/pyproject/uv.lock
apps/minds/electron/pyproject/uv.lock
apps/minds/electron/pyproject/uv.lock
apps/minds/electron/pyproject/uv.lock
libs/mngr/imbue/mngr/resources/Dockerfile:63
containersRemote installer
apps/minds/pnpm-lock.yaml
apps/minds/imbue/minds/desktop_client/static/creating.js:256apps/minds/imbue/minds/desktop_client/static/destroying.js:52apps/minds/imbue/minds/desktop_client/static/sidebar.js:164scripts/josh/workflow.py:188
apps/minds/imbue/minds/desktop_client/static/creating.js:125
libs/mngr/imbue/mngr/cli/create.py:301
CI/CD securityagent runtimepermissions
.github/workflows/tmr.yml:96
CI/CD securityagent runtimepermissions
apps/minds/electron/pyproject/uv.lockuv.lockapps/minds/electron/pyproject/uv.lockuv.lockapps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
libs/mngr_kanpan/imbue/mngr_kanpan/tui.py:726, 822, 898 (3 hits)scripts/release.py:102, 126 (2 hits)scripts/warm_cli_example.py:164, 271 (2 hits)apps/remote_service_connector/imbue/remote_service_connector/app.py:1912libs/concurrency_group/imbue/concurrency_group/concurrency_group.py:298libs/concurrency_group/imbue/concurrency_group/executor.py:48libs/mngr_modal/imbue/mngr_modal/instance.py:3355scripts/check_parallel_uploads.py:85libs/mngr/imbue/mngr/cli/create.py:1807
libs/mngr/imbue/mngr/cli/ask.py:107
.dockerignore
CI/CD securitycontainers
libs/mngr/imbue/mngr/resources/Dockerfile:5
CI/CD securitycontainers
uv.lock
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/electron/pyproject/uv.lock
apps/minds/package.json
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
.well-known/security.txt
apps/minds/electron/pyproject/uv.lock
apps/minds/electron/pyproject/uv.lock
apps/minds/pnpm-lock.yaml
README.md:21apps/minds/README.md:18libs/mngr/README.md:25libs/mngr/imbue/mngr/cli/output_helpers.py:79libs/mngr/imbue/mngr/cli/urwid_utils.py:66apps/minds/pnpm-lock.yaml
apps/minds/pnpm-lock.yaml
.github/workflows/ci.yml.github/workflows/publish-tombstones.yml.github/workflows/publish.yml.github/workflows/tmr-reintegrate.yml.github/workflows/tmr-scheduled.yml.github/workflows/tmr.ymllibs/mngr/imbue/mngr/cli/help_formatter.py:225
Subprocess shell true
libs/mngr_kanpan/imbue/mngr_kanpan/tui.py:587
Subprocess shell true
libs/mngr_schedule/imbue/mngr_schedule/implementations/modal/cron_runner.py:421
Subprocess shell true
libs/skitwright/imbue/skitwright/runner.py:38
Subprocess shell true
scripts/josh/coordinator.py:336
Subprocess shell true
scripts/josh/workflow.py:188
Subprocess shell true
scripts/events_demo.sh
Ports
scripts/events_demo.sh
Ports
apps/minds/pnpm-lock.yaml
libs/mngr/imbue/mngr/resources/Dockerfile:53
CI/CD securitycontainers
libs/mngr/imbue/mngr/resources/Dockerfile:53
CI/CD securitycontainers
libs/mngr/imbue/mngr/providers/ssh/instance.py:139, 143 (2 hits)apps/minds/imbue/minds/desktop_client/latchkey/handlers/predefined.py:116apps/minds/imbue/minds/desktop_client/static/sidebar.js:26libs/mngr/imbue/mngr/cli/cleanup.py:346libs/mngr/imbue/mngr/cli/limit.py:63libs/mngr/imbue/mngr/cli/rsync.py:60libs/mngr/imbue/mngr/cli/stop.py:203libs/mngr/imbue/mngr/providers/local/instance.py:147apps/minds/package.json
apps/minds/electron/pyproject/uv.lockuv.locklibs/imbue_common/imbue/imbue_common/model_update.py:1
libs/mngr/imbue/mngr/resources/Dockerfile:5
containersPinned dependencies
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