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subkoks/BEST-Self-Enhancement-Learning-AI

https://github.com/subkoks/BEST-Self-Enhancement-Learning-AI · scanned 2026-06-16 00:24 UTC (2 months, 2 weeks ago)

25 raw signals (0 security + 25 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 19 actionable findings from 1 signal source. 6 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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88.9% cov · 19 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 8 Low 7 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 19 Crowd 0 Layer: Frontend 1 Security 1 Cicd 2 Quality 15

Exclude dismissed / FP Exclude test files

All 994 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
`_stop_commands`	software	healthy	`tests/test_hook_install.py:22`
`test_plan_install_on_empty_dict_adds_stop_hook`	software	healthy	`tests/test_hook_install.py:40`
`test_plan_install_is_idempotent`	software	healthy	`tests/test_hook_install.py:46`
`test_plan_install_preserves_unrelated_settings`	software	healthy	`tests/test_hook_install.py:54`
`test_plan_install_appends_when_other_stop_entries_exist`	software	healthy	`tests/test_hook_install.py:67`
`test_plan_install_noop_when_hooks_root_is_not_dict`	software	healthy	`tests/test_hook_install.py:85`
`test_plan_install_accepts_custom_command`	software	healthy	`tests/test_hook_install.py:91`
`test_apply_install_writes_file_and_backup`	software	healthy	`tests/test_hook_install.py:96`
`test_apply_install_creates_file_without_backup`	software	healthy	`tests/test_hook_install.py:111`
`test_apply_install_is_idempotent`	software	healthy	`tests/test_hook_install.py:120`
`test_apply_install_rejects_non_object_top_level`	software	healthy	`tests/test_hook_install.py:129`
`test_cli_dry_run_does_not_write`	software	healthy	`tests/test_hook_install.py:136`
`test_cli_apply_writes_file`	software	healthy	`tests/test_hook_install.py:145`
`test_cli_apply_is_idempotent`	software	healthy	`tests/test_hook_install.py:153`
`test_cli_custom_command_flag`	software	healthy	`tests/test_hook_install.py:162`
`test_find_matching_command_skips_non_dict_group`	software	healthy	`tests/test_hook_install.py:183`
`test_find_matching_command_returns_false_when_no_match`	software	healthy	`tests/test_hook_install.py:194`
`test_load_settings_returns_empty_on_empty_file`	software	healthy	`tests/test_hook_install.py:199`
`test_default_claude_settings_path_returns_home_relative`	software	healthy	`tests/test_hook_install.py:207`
`test_find_matching_command_non_dict_entry_is_skipped`	software	healthy	`tests/test_hook_install.py:214`
`test_scrubber_matches_aws_key`	software	healthy	`tests/test_capture.py:18`
`test_ingest_clean_session`	software	healthy	`tests/test_capture.py:24`
`test_ingest_quarantines_on_secret`	software	healthy	`tests/test_capture.py:40`
`test_ingest_missing_file`	software	healthy	`tests/test_capture.py:51`
`test_ingest_auto_detects_on_clean_session`	software	healthy	`tests/test_capture.py:56`
`test_ingest_skips_detect_on_quarantined`	software	healthy	`tests/test_capture.py:65`
`test_ingest_auto_detect_can_be_disabled`	software	healthy	`tests/test_capture.py:74`
`test_ingest_swallows_detect_failures`	software	healthy	`tests/test_capture.py:81`
`boom`	software	healthy	`tests/test_capture.py:86`
`test_ingest_with_empty_jsonl_lines`	software	healthy	`tests/test_capture.py:96`
`test_ingest_skips_malformed_jsonl_line`	software	healthy	`tests/test_capture.py:107`
`test_parse_ts_returns_none_on_non_string`	software	healthy	`tests/test_capture.py:128`
`test_parse_ts_returns_none_on_invalid_date`	software	healthy	`tests/test_capture.py:134`
`test_parse_ts_parses_z_suffix`	software	healthy	`tests/test_capture.py:138`
`test_stringify_returns_json_for_dict`	software	healthy	`tests/test_capture.py:147`
`test_stringify_falls_back_to_str_on_non_serializable`	software	healthy	`tests/test_capture.py:151`
`__repr__`	software	healthy	`tests/test_capture.py:153`
`test_ingest_assistant_event_with_string_content`	software	healthy	`tests/test_capture.py:160`
`test_ingest_multiple_timestamps_tracks_min_max`	software	healthy	`tests/test_capture.py:172`
`test_ingest_cursor_format_counts_turns_and_tools`	software	healthy	`tests/test_capture.py:189`
`test_ingest_streaming_hash_matches_full_file_digest`	software	healthy	`tests/test_capture.py:208`
`tmp_bsela_home`	software	healthy	`tests/conftest.py:17`
`sample_clean_session`	software	healthy	`tests/conftest.py:33`
`sample_leaked_session`	software	healthy	`tests/conftest.py:38`
`_session`	software	healthy	`tests/test_report.py:30`
`_error`	software	healthy	`tests/test_report.py:48`
`_lesson`	software	healthy	`tests/test_report.py:59`
`_metric`	software	healthy	`tests/test_report.py:80`
`test_build_report_empty_store`	software	healthy	`tests/test_report.py:91`
`test_build_report_aggregates_within_window`	software	healthy	`tests/test_report.py:104`

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

Label	Layer	Status	Path
`CODEX.md`	software	healthy	`CODEX.md`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`CONTEXT.md`	software	healthy	`CONTEXT.md`
`agent-orchestrator.yaml`	software	healthy	`agent-orchestrator.yaml`
`pyproject.toml`	software	healthy	`pyproject.toml`
`RELEASING.md`	software	healthy	`RELEASING.md`
`Makefile`	software	healthy	`Makefile`
`LICENSE`	software	healthy	`LICENSE`
`CODE_OF_CONDUCT.md`	software	healthy	`CODE_OF_CONDUCT.md`
`SECURITY.md`	software	healthy	`SECURITY.md`
`AGENTS.md`	software	healthy	`AGENTS.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`README.md`	software	healthy	`adapters/README.md`
`README.md`	software	healthy	`adapters/codex/README.md`
`config.toml`	software	healthy	`adapters/codex/config.toml`
`README.md`	software	healthy	`adapters/cursor/README.md`
`mcp.json`	software	healthy	`adapters/cursor/mcp.json`
`README.md`	software	healthy	`adapters/windsurf/README.md`
`mcp_config.json`	software	healthy	`adapters/windsurf/mcp_config.json`
`README.md`	software	healthy	`adapters/claude/README.md`
`settings.local.example.json`	software	healthy	`adapters/claude/settings.local.example.json`
`settings.example.json`	software	healthy	`adapters/claude/settings.example.json`
`models.toml`	software	healthy	`config/models.toml`
`thresholds.toml`	software	healthy	`config/thresholds.toml`
`README.md`	software	healthy	`config/launchd/README.md`
`test_hook_install.py`	software	healthy	`tests/test_hook_install.py`
`test_capture.py`	software	healthy	`tests/test_capture.py`
`__init__.py`	software	healthy	`tests/__init__.py`
`conftest.py`	software	healthy	`tests/conftest.py`
`test_report.py`	software	healthy	`tests/test_report.py`
`test_cli_ingest.py`	software	healthy	`tests/test_cli_ingest.py`
`test_memory_models.py`	software	healthy	`tests/test_memory_models.py`
`test_gate.py`	software	healthy	`tests/test_gate.py`
`test_auditor.py`	software	healthy	`tests/test_auditor.py`
`test_models_config.py`	software	healthy	`tests/test_models_config.py`
`test_cli_smoke.py`	software	healthy	`tests/test_cli_smoke.py`
`test_package_imports.py`	software	healthy	`tests/test_package_imports.py`
`test_config.py`	software	healthy	`tests/test_config.py`
`test_cli_help.py`	software	healthy	`tests/test_cli_help.py`
`test_updater.py`	software	healthy	`tests/test_updater.py`
`test_makefile_help.py`	software	healthy	`tests/test_makefile_help.py`
`test_replay.py`	software	healthy	`tests/test_replay.py`
`test_llm_client.py`	software	healthy	`tests/test_llm_client.py`
`test_distiller.py`	software	healthy	`tests/test_distiller.py`
`test_cli_decision.py`	software	healthy	`tests/test_cli_decision.py`
`test_cli_sessions.py`	software	healthy	`tests/test_cli_sessions.py`
`test_router.py`	software	healthy	`tests/test_router.py`
`test_hook.py`	software	healthy	`tests/test_hook.py`

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

Label	Layer	Status	Path
`Unserializable`	software	healthy	`tests/test_capture.py:152`
`BoomClient`	software	healthy	`tests/test_process.py:176`
`BillingClient`	software	healthy	`tests/test_process.py:195`
`Unserializable`	software	healthy	`tests/test_detector.py:157`
`BadPayload`	software	healthy	`tests/test_detector.py:169`
`BselaClientError`	software	healthy	`mcp/src/bsela-client.ts:BselaClientError`
`BselaClient`	software	healthy	`mcp/src/bsela-client.ts:BselaClient`
`GatesConfig`	software	healthy	`src/bsela/utils/config.py:23`
`DetectorConfig`	software	healthy	`src/bsela/utils/config.py:29`
`DedupeConfig`	software	healthy	`src/bsela/utils/config.py:35`
`CostConfig`	software	healthy	`src/bsela/utils/config.py:40`
`RetentionConfig`	software	healthy	`src/bsela/utils/config.py:45`
`AuditConfig`	software	healthy	`src/bsela/utils/config.py:50`
`ScrubberConfig`	software	healthy	`src/bsela/utils/config.py:56`
`Thresholds`	software	healthy	`src/bsela/utils/config.py:60`
`ModelRole`	software	healthy	`src/bsela/utils/config.py:70`
`OpenRouterConfig`	software	healthy	`src/bsela/utils/config.py:76`
`ModelsConfig`	software	healthy	`src/bsela/utils/config.py:84`
`SessionRecord`	software	healthy	`src/bsela/memory/models.py:28`
`ErrorRecord`	software	healthy	`src/bsela/memory/models.py:47`
`Lesson`	software	healthy	`src/bsela/memory/models.py:59`
`Decision`	software	healthy	`src/bsela/memory/models.py:75`
`Metric`	software	healthy	`src/bsela/memory/models.py:86`
`ReplayRecord`	software	healthy	`src/bsela/memory/models.py:100`
`GateDecision`	software	healthy	`src/bsela/core/gate.py:45`
`CostSnapshot`	software	healthy	`src/bsela/core/auditor.py:51`
`DriftSnapshot`	software	healthy	`src/bsela/core/auditor.py:68`
`ReplayDriftSnapshot`	software	healthy	`src/bsela/core/auditor.py:85`
`AdrSnapshot`	software	healthy	`src/bsela/core/auditor.py:109`
`AuditReport`	software	healthy	`src/bsela/core/auditor.py:119`
`SweepResult`	software	healthy	`src/bsela/core/retention.py:22`
`SessionOutcome`	software	healthy	`src/bsela/core/process.py:40`
`ProcessResult`	software	healthy	`src/bsela/core/process.py:50`
`RouteDecision`	software	healthy	`src/bsela/core/router.py:36`
`UpdaterError`	software	healthy	`src/bsela/core/updater.py:33`
`ProposalResult`	software	healthy	`src/bsela/core/updater.py:38`
`DetectionResult`	software	healthy	`src/bsela/core/detector.py:41`
`Scrubber`	software	healthy	`src/bsela/core/capture.py:44`
`CaptureResult`	software	healthy	`src/bsela/core/capture.py:63`
`LessonDiff`	software	healthy	`src/bsela/core/replay.py:37`
`ReplayResult`	software	healthy	`src/bsela/core/replay.py:47`
`CheckResult`	software	healthy	`src/bsela/core/doctor.py:38`
`InstallPlan`	software	healthy	`src/bsela/core/hook_install.py:47`
`InstallResult`	software	healthy	`src/bsela/core/hook_install.py:153`
`LessonSummary`	software	healthy	`src/bsela/core/report.py:39`
`DogfoodReport`	software	healthy	`src/bsela/core/report.py:49`
`LLMClient`	software	healthy	`src/bsela/llm/client.py:28`
`AnthropicClient`	software	healthy	`src/bsela/llm/client.py:63`
`OpenRouterClient`	software	healthy	`src/bsela/llm/client.py:145`
`FakeLLMClient`	software	healthy	`src/bsela/llm/client.py:293`

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

Label	Layer	Status	Path
`adapters`	software	healthy	`adapters`
`codex`	software	healthy	`adapters/codex`
`cursor`	software	healthy	`adapters/cursor`
`windsurf`	software	healthy	`adapters/windsurf`
`claude`	software	healthy	`adapters/claude`
`config`	software	healthy	`config`
`launchd`	software	healthy	`config/launchd`
`tests`	software	healthy	`tests`
`ops`	software	healthy	`ops`
`mcp`	software	healthy	`mcp`
`tests`	software	healthy	`mcp/tests`
`src`	software	healthy	`mcp/src`
`docs`	software	healthy	`docs`
`research`	software	healthy	`docs/research`
`orchestrator`	software	healthy	`docs/orchestrator`
`templates`	software	healthy	`docs/orchestrator/templates`
`roles`	software	healthy	`docs/orchestrator/roles`
`prompts`	software	healthy	`docs/prompts`
`reports`	software	healthy	`docs/reports`
`decisions`	software	healthy	`docs/decisions`
`scripts`	software	healthy	`scripts`
`.claude`	software	healthy	`.claude`
`hooks`	software	healthy	`hooks`
`codex`	software	healthy	`hooks/codex`
`claude-code`	software	healthy	`hooks/claude-code`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`src`	software	healthy	`src`
`bsela`	software	healthy	`src/bsela`
`adapters`	software	healthy	`src/bsela/adapters`
`utils`	software	healthy	`src/bsela/utils`
`memory`	software	healthy	`src/bsela/memory`
`core`	software	healthy	`src/bsela/core`
`llm`	software	healthy	`src/bsela/llm`

Label	Layer	Status	Path
`sessions`	data	healthy	`src/bsela/memory/models.py`
`errors`	data	healthy	`src/bsela/memory/models.py`
`lessons`	data	healthy	`src/bsela/memory/models.py`
`decisions`	data	healthy	`src/bsela/memory/models.py`
`metrics`	data	healthy	`src/bsela/memory/models.py`
`replay_records`	data	healthy	`src/bsela/memory/models.py`

Label	Layer	Status	Path
`check`	cicd	healthy	`.github/workflows/mcp.yml`
`audit`	cicd	healthy	`.github/workflows/audit.yml`
`lint-and-test`	cicd	healthy	`.github/workflows/ci.yml`
`claude-pr-review`	cicd	healthy	`.github/workflows/claude.yml`
`claude-interactive`	cicd	healthy	`.github/workflows/claude.yml`
`auto-merge`	cicd	healthy	`.github/workflows/auto-merge.yml`

Label	Layer	Status	Path
`gha::mcp`	cicd	healthy	`.github/workflows/mcp.yml`
`gha::audit`	cicd	healthy	`.github/workflows/audit.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::claude`	cicd	healthy	`.github/workflows/claude.yml`
`gha::auto-merge`	cicd	healthy	`.github/workflows/auto-merge.yml`

Label	Layer	Status	Path
`sqlite`	data	healthy	`AGENTS.md`
`postgres`	data	healthy	`AGENTS.md`
`redis`	data	healthy	`AGENTS.md`

Label	Layer	Status	Path
`port:3000`	network	healthy	`agent-orchestrator.yaml`
`port:06`	network	healthy	`.github/dependabot.yml`
`port:09`	network	healthy	`.github/workflows/audit.yml`

Label	Layer	Status	Path
`auth::adapters/claude/README.md`	security	healthy	`adapters/claude/README.md`
`auth::config/thresholds.toml`	security	healthy	`config/thresholds.toml`
`auth::README.md`	security	healthy	`README.md`

Label	Layer	Status	Path
`CLAUDE_OAUTH`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`CLAUDE_CODE_OAUTH_TOKEN`	cicd	healthy	`—`

Label	Layer	Status	Path
`repobility-clone-1pm69sos`	software	healthy	`/tmp/repobility-clone-1pm69sos`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`config/thresholds.toml`

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subkoks/BEST-Self-Enhancement-Learning-AI

Complete repo analysis

function 50+

file 50+

class 50+

directory 35

table 6

job 6

pipeline 5

database 3

port 3

auth 3

env_var 3

repo 1

vps 1