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thewoolleyman/livespec-impl-beads

https://github.com/thewoolleyman/livespec-impl-beads · scanned 2026-06-16 00:34 UTC (2 months, 2 weeks ago)

37 raw signals (0 security + 37 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 25 actionable findings from 1 signal source. 12 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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77.8% cov · 25 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 9 Low 8 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 25 Crowd 0 Layer: Network 1 Hardware 5 Frontend 1 Cicd 3 Quality 15

Exclude dismissed / FP Exclude test files

All 1293 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.

Label	Layer	Status	Path
`_resolve_canonical_branch`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:86`
`_git_ok`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:108`
`_sha_reachable`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:120`
`_evidence_violation`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:130`
`_negative_evidence_violation`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:151`
`_local_child_id`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:158`
`_epic_violation`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:177`
`_item_violation`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:189`
`main`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py:208`
`_load_check`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:25`
`_config`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:44`
`_hermetic`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:56`
`_audit`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:67`
`_item`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:76`
`_seed`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`_force_reachable`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_empty_tenant_passes_trivially`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_open_work_item_is_ignored`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_completed_with_reachable_sha_passes`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_positive_resolution_missing_audit_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_evidence_violation_empty_merge_sha`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_completed_unreachable_sha_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_administrative_closure_without_audit_passes`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_administrative_closure_with_audit_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_closed_without_resolution_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:1…`
`test_epic_with_all_children_closed_passes`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:2…`
`test_epic_with_open_child_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:2…`
`test_epic_with_missing_child_passes`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:2…`
`test_epic_violation_skips_non_local_kind_child_entry`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:2…`
`test_epic_violation_resolves_typed_dict_local_child`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:2…`
`test_local_child_id_extraction`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_item_violation_unknown_resolution_falls_through`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_default_when_no_config`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_from_config`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_malformed_config_defaults`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_non_object_root_defaults`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_non_dict_block_defaults`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_resolve_canonical_branch_empty_value_defaults`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_git_ok_true_on_zero_exit`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`_fake_run`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_git_ok_false_on_nonzero_exit`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_sha_reachable_false_when_cat_file_fails`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:3…`
`test_sha_reachable_true_when_both_git_calls_pass`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:4…`
`test_module_main_is_callable`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py:4…`
`test_store_file_missing_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:22`
`test_malformed_record_line_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:29`
`test_schema_violation_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:41`
`test_spec_version_not_found_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:50`
`test_beads_connection_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:63`
`test_beads_command_error_message_and_attrs`	software	healthy	`tests/livespec_impl_beads/test_errors.py:69`

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

Label	Layer	Status	Path
`README.md`	software	healthy	`README.md`
`lefthook.yml`	software	healthy	`lefthook.yml`
`pyproject.toml`	software	healthy	`pyproject.toml`
`.copier-answers.yml`	software	healthy	`.copier-answers.yml`
`AGENTS.md`	software	healthy	`AGENTS.md`
`.mise.toml`	software	healthy	`.mise.toml`
`livespec-commit-refuse-hook.sh`	software	healthy	`dev-tooling/livespec-commit-refuse-hook.sh`
`git-hook-wrapper.sh`	software	healthy	`dev-tooling/git-hook-wrapper.sh`
`CLAUDE.md`	software	healthy	`dev-tooling/CLAUDE.md`
`CLAUDE.md`	software	healthy	`dev-tooling/checks/CLAUDE.md`
`work_item_merge_evidence.py`	software	healthy	`dev-tooling/checks/work_item_merge_evidence.py`
`heading-coverage.json`	software	healthy	`tests/heading-coverage.json`
`CLAUDE.md`	software	healthy	`tests/CLAUDE.md`
`CLAUDE.md`	software	healthy	`tests/dev-tooling/CLAUDE.md`
`test_work_item_merge_evidence.py`	software	healthy	`tests/dev-tooling/checks/test_work_item_merge_evidence.py`
`CLAUDE.md`	software	healthy	`tests/dev-tooling/checks/CLAUDE.md`
`test_errors.py`	software	healthy	`tests/livespec_impl_beads/test_errors.py`
`conftest.py`	software	healthy	`tests/livespec_impl_beads/conftest.py`
`test_beads_client.py`	software	healthy	`tests/livespec_impl_beads/test_beads_client.py`
`CLAUDE.md`	software	healthy	`tests/livespec_impl_beads/CLAUDE.md`
`test_store.py`	software	healthy	`tests/livespec_impl_beads/test_store.py`
`test_ids.py`	software	healthy	`tests/livespec_impl_beads/test_ids.py`
`test_spec_reader.py`	software	healthy	`tests/livespec_impl_beads/test_spec_reader.py`
`test_dispatcher_self_update.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`test_orchestrator.py`	software	healthy	`tests/livespec_impl_beads/commands/test_orchestrator.py`
`test_dispatcher_spend_cap.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_spend_ca…`
`test_otel_receive.py`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_receive.py`
`test_dispatcher_reflector_oob_wiring.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`test_dispatcher_cost.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost.py`
`CLAUDE.md`	software	healthy	`tests/livespec_impl_beads/commands/CLAUDE.md`
`test_next.py`	software	healthy	`tests/livespec_impl_beads/commands/test_next.py`
`test_dispatcher_watchdog.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_watchdog…`
`test_dispatcher_heartbeat_probe.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_heartbea…`
`test_config.py`	software	healthy	`tests/livespec_impl_beads/commands/test_config.py`
`test_dispatcher_notify.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_notify.py`
`test_list_work_items.py`	software	healthy	`tests/livespec_impl_beads/commands/test_list_work_items.py`
`test_dispatcher_cost_report.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_rep…`
`test_cross_repo.py`	software	healthy	`tests/livespec_impl_beads/commands/test_cross_repo.py`
`test_dispatcher_cost_pricing.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_pri…`
`test_dispatcher_cost_sink.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_sin…`
`test_jsonc.py`	software	healthy	`tests/livespec_impl_beads/commands/test_jsonc.py`
`test_dispatcher_host_only.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_host_onl…`
`test_otel_enrich.py`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_enrich.py`
`test_dispatcher_cost_wiring.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_wir…`
`test_list_memos.py`	software	healthy	`tests/livespec_impl_beads/commands/test_list_memos.py`
`test_dispatcher_otel.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_otel.py`
`test_detect_impl_gaps.py`	software	healthy	`tests/livespec_impl_beads/commands/test_detect_impl_gaps.py`
`test_dispatcher.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py`
`test_dispatcher_cost_efj_wiring.py`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_efj…`
`test_otel_scrub.py`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_scrub.py`

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

Label	Layer	Status	Path
`_Recording`	software	healthy	`tests/livespec_impl_beads/test_beads_client.py:270`
`_StubClient`	software	healthy	`tests/livespec_impl_beads/test_store.py:497`
`_CommentsStubClient`	software	healthy	`tests/livespec_impl_beads/test_store.py:886`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`_ScriptedRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`_RaisingRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`_RecordingPoster`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`_QueueRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_self_upd…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_spend_ca…`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_spend_ca…`
`_RecordingPoster`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_spend_ca…`
`_FakeExporter`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_receive.py:73`
`_RaisingExporter`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_receive.py:85`
`_FakeServer`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_receive.py:798`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_Boom`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_watchdog…`
`_RecordingRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_watchdog…`
`_FakeLauncher`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_watchdog…`
`_ScriptedFabroRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_watchdog…`
`_ScriptedProbe`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_heartbea…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_heartbea…`
`_ScriptedFabroRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_heartbea…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_notify.p…`
`_RecordingPoster`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_notify.p…`
`_FakeResponse`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_notify.p…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_rep…`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_rep…`
`_RecordingPoster`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_rep…`
`_RecordingRunDispatch`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_host_onl…`
`_FakeExporter`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_enrich.py:55`
`_BoomExporter`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_enrich.py:485`
`_FakeResponse`	software	healthy	`tests/livespec_impl_beads/commands/test_otel_enrich.py:520`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_wir…`
`_FakeServer`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_otel.py:…`
`_Recorder`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_otel.py:…`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py:203`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py:218`
`_FakeRunDispatch`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py:1557`
`_FakeManifestRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py:2000`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_efj…`
`_FakeExporter`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_efj…`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_efj…`
`_RecordingPoster`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_cost_efj…`
`_FakeRunner`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_RecordingJournal`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_Boom`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_MalformedClient`	software	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`_MaterializingCliRunner`	software	healthy	`tests/e2e-cli/test_cli_e2e_round_trip.py:61`

Label	Layer	Status	Path
`dev-tooling`	software	healthy	`dev-tooling`
`checks`	software	healthy	`dev-tooling/checks`
`tests`	software	healthy	`tests`
`dev-tooling`	software	healthy	`tests/dev-tooling`
`checks`	software	healthy	`tests/dev-tooling/checks`
`livespec_impl_beads`	software	healthy	`tests/livespec_impl_beads`
`commands`	software	healthy	`tests/livespec_impl_beads/commands`
`e2e-cli`	software	healthy	`tests/e2e-cli`
`fixtures`	software	healthy	`tests/e2e-cli/fixtures`
`next`	software	healthy	`tests/e2e-cli/fixtures/next`
`implement`	software	healthy	`tests/e2e-cli/fixtures/implement`
`capture-spec-drift`	software	healthy	`tests/e2e-cli/fixtures/capture-spec-drift`
`capture-memo`	software	healthy	`tests/e2e-cli/fixtures/capture-memo`
`list-memos`	software	healthy	`tests/e2e-cli/fixtures/list-memos`
`list-work-items`	software	healthy	`tests/e2e-cli/fixtures/list-work-items`
`capture-work-item`	software	healthy	`tests/e2e-cli/fixtures/capture-work-item`
`process-memos`	software	healthy	`tests/e2e-cli/fixtures/process-memos`
`detect-impl-gaps`	software	healthy	`tests/e2e-cli/fixtures/detect-impl-gaps`
`capture-impl-gaps`	software	healthy	`tests/e2e-cli/fixtures/capture-impl-gaps`
`research`	software	healthy	`research`
`loop-reflection-gate`	software	healthy	`research/loop-reflection-gate`
`w7-orchestrator-convergence`	software	healthy	`research/w7-orchestrator-convergence`
`dind-spike`	software	healthy	`research/w7-orchestrator-convergence/dind-spike`
`.claude`	software	healthy	`.claude`
`orchestrator-image`	software	healthy	`orchestrator-image`
`.github`	software	healthy	`.github`
`workflows`	software	healthy	`.github/workflows`
`SPECIFICATION`	software	healthy	`SPECIFICATION`
`history`	software	healthy	`SPECIFICATION/history`
`v001`	software	healthy	`SPECIFICATION/history/v001`
`v002`	software	healthy	`SPECIFICATION/history/v002`
`proposed_changes`	software	healthy	`SPECIFICATION/history/v002/proposed_changes`

Label	Layer	Status	Path
`dispatch`	cicd	healthy	`.github/workflows/release-dispatch.yml`
`update-branches`	cicd	healthy	`.github/workflows/auto-update-branches.yml`
`drift`	cicd	healthy	`.github/workflows/copier-update-drift.yml`
`bump`	cicd	healthy	`.github/workflows/bump-pin-from-dispatch.yml`
`setup`	cicd	healthy	`.github/workflows/ci.yml`
`check-python`	cicd	healthy	`.github/workflows/ci.yml`
`check-metadata`	cicd	healthy	`.github/workflows/ci.yml`
`e2e-cli`	cicd	healthy	`.github/workflows/ci.yml`
`enable-auto-merge`	cicd	healthy	`.github/workflows/auto-enable-merge.yml`
`freshness`	cicd	healthy	`.github/workflows/pin-freshness.yml`

Label	Layer	Status	Path
`auth::tests/livespec_impl_beads/commands/test_dispatcher_ho…`	security	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_host_onl…`
`auth::tests/livespec_impl_beads/commands/test_dispatcher_re…`	security	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_reflecto…`
`auth::tests/livespec_impl_beads/commands/test_dispatcher.py`	security	healthy	`tests/livespec_impl_beads/commands/test_dispatcher.py`
`auth::orchestrator-image/Dockerfile`	security	healthy	`orchestrator-image/Dockerfile`
`auth::tests/livespec_impl_beads/commands/test_dispatcher_ot…`	security	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_otel_ove…`
`auth::orchestrator-image/orchestrator-entrypoint.sh`	security	healthy	`orchestrator-image/orchestrator-entrypoint.sh`
`auth::tests/livespec_impl_beads/commands/test_dispatcher_no…`	security	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_notify.py`

Label	Layer	Status	Path
`gha::release-dispatch`	cicd	healthy	`.github/workflows/release-dispatch.yml`
`gha::auto-update-branches`	cicd	healthy	`.github/workflows/auto-update-branches.yml`
`gha::copier-update-drift`	cicd	healthy	`.github/workflows/copier-update-drift.yml`
`gha::bump-pin-from-dispatch`	cicd	healthy	`.github/workflows/bump-pin-from-dispatch.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::auto-enable-merge`	cicd	healthy	`.github/workflows/auto-enable-merge.yml`
`gha::pin-freshness`	cicd	healthy	`.github/workflows/pin-freshness.yml`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`README.md`
`127.0.0.5`	network	healthy	`tests/livespec_impl_beads/commands/test_otel_receive.py`
`10.0.0.5`	network	healthy	`tests/livespec_impl_beads/commands/test_config.py`
`172.17.0.1`	network	healthy	`tests/livespec_impl_beads/commands/test_dispatcher_otel_ove…`

Label	Layer	Status	Path
`port:32276`	network	healthy	`orchestrator-image/README.md`
`port:13`	network	healthy	`.github/workflows/pin-freshness.yml`

Label	Layer	Status	Path
`image::research/w7-orchestrator-convergence/dind-spike/Dock…`	hardware	healthy	`research/w7-orchestrator-convergence/dind-spike/Dockerfile`
`image::orchestrator-image/Dockerfile`	hardware	healthy	`orchestrator-image/Dockerfile`

Label	Layer	Status	Path
`APP_PRIVATE_KEY`	cicd	healthy	`—`
`APP_ID`	cicd	healthy	`—`

Label	Layer	Status	Path
`repobility-clone-ncqfbyfx`	software	healthy	`/tmp/repobility-clone-ncqfbyfx`

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thewoolleyman/livespec-impl-beads

Complete repo analysis

function 50+

file 50+

class 49

directory 32

job 10

auth 7

pipeline 7

service 4

port 2

container 2

env_var 2

repo 1