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88plug/total-recall

https://github.com/88plug/total-recall · scanned 2026-06-17 01:11 UTC (1 month, 2 weeks ago)

60 raw signals (0 security + 60 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -1.4 (diff) · 54 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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77.8% cov · 54 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 7 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 54 Crowd 0 Layer: Software 7 Network 1 Cicd 3 Quality 43

Exclude dismissed / FP Exclude test files

All 2942 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
`test_resolve_rate_exact_default`	software	healthy	`tests/test_cost.py:17`
`test_resolve_rate_family_alias_sonnet_variant`	software	healthy	`tests/test_cost.py:22`
`test_resolve_rate_family_alias_haiku_opus`	software	healthy	`tests/test_cost.py:30`
`test_resolve_rate_exact_beats_family`	software	healthy	`tests/test_cost.py:35`
`test_resolve_rate_case_insensitive`	software	healthy	`tests/test_cost.py:43`
`test_resolve_rate_unknown_returns_default`	software	healthy	`tests/test_cost.py:48`
`test_resolve_rate_caller_family_override`	software	healthy	`tests/test_cost.py:53`
`test_estimate_cost_input_only_sonnet`	software	healthy	`tests/test_cost.py:63`
`test_estimate_cost_output_only_sonnet`	software	healthy	`tests/test_cost.py:69`
`test_estimate_cost_cache_read_is_10pct_of_input`	software	healthy	`tests/test_cost.py:74`
`test_estimate_cost_cache_creation_is_125pct_of_input`	software	healthy	`tests/test_cost.py:80`
`test_estimate_cost_combined`	software	healthy	`tests/test_cost.py:86`
`test_estimate_cost_zero_tokens_is_zero`	software	healthy	`tests/test_cost.py:104`
`test_estimate_cost_unknown_model_uses_default`	software	healthy	`tests/test_cost.py:108`
`test_estimate_cost_with_rates_override`	software	healthy	`tests/test_cost.py:114`
`test_parse_rate_arg_basic`	software	healthy	`tests/test_cost.py:136`
`test_parse_rate_arg_decimals_and_whitespace`	software	healthy	`tests/test_cost.py:140`
`test_parse_rate_arg_lowercases_name`	software	healthy	`tests/test_cost.py:144`
`test_parse_rate_arg_bad_inputs_raise`	software	healthy	`tests/test_cost.py:161`
`test_parse_rate_arg_non_string_raises`	software	healthy	`tests/test_cost.py:166`
`test_load_env_rates_missing`	software	healthy	`tests/test_cost.py:175`
`test_load_env_rates_roundtrip`	software	healthy	`tests/test_cost.py:180`
`test_load_env_rates_invalid_json`	software	healthy	`tests/test_cost.py:190`
`test_load_env_rates_non_object`	software	healthy	`tests/test_cost.py:195`
`test_load_env_rates_skips_bad_entries`	software	healthy	`tests/test_cost.py:200`
`tmp_db_dir`	software	healthy	`tests/test_mcp_tools.py:44`
`server_module`	software	healthy	`tests/test_mcp_tools.py:54`
`fake_index_query`	software	healthy	`tests/test_mcp_tools.py:62`
`search_extractions`	software	healthy	`tests/test_mcp_tools.py:77`
`search_messages`	software	healthy	`tests/test_mcp_tools.py:96`
`list_sessions_for_cwd`	software	healthy	`tests/test_mcp_tools.py:112`
`_create_schema`	software	healthy	`tests/test_mcp_tools.py:143`
`_seed_corpus`	software	healthy	`tests/test_mcp_tools.py:178`
`test_all_expected_tools_registered`	software	healthy	`tests/test_mcp_tools.py:229`
`test_every_tool_has_description_and_schema`	software	healthy	`tests/test_mcp_tools.py:235`
`test_recall_schema_enums`	software	healthy	`tests/test_mcp_tools.py:246`
`test_search_messages_role_enum`	software	healthy	`tests/test_mcp_tools.py:260`
`test_recall_returns_error_when_db_missing`	software	healthy	`tests/test_mcp_tools.py:271`
`test_prior_sessions_returns_error_when_db_missing`	software	healthy	`tests/test_mcp_tools.py:283`
`test_get_session_digest_returns_error_when_db_missing`	software	healthy	`tests/test_mcp_tools.py:291`
`test_recall_ranks_synthetic_corpus`	software	healthy	`tests/test_mcp_tools.py:312`
`test_recall_filters_by_kind`	software	healthy	`tests/test_mcp_tools.py:340`
`test_recall_scopes_to_cwd`	software	healthy	`tests/test_mcp_tools.py:356`
`test_find_failed_attempts_returns_paired_rejection`	software	healthy	`tests/test_mcp_tools.py:371`
`test_prior_sessions_for_cwd_lists_sessions`	software	healthy	`tests/test_mcp_tools.py:388`
`test_prior_sessions_for_cwd_falls_back_when_cwd_unknown`	software	healthy	`tests/test_mcp_tools.py:406`
`test_prior_sessions_for_cwd_explicit_cwd_no_fallback`	software	healthy	`tests/test_mcp_tools.py:425`
`test_search_messages_falls_through_to_fts`	software	healthy	`tests/test_mcp_tools.py:443`
`test_get_session_digest_assembles_digest`	software	healthy	`tests/test_mcp_tools.py:459`
`test_recall_falls_back_to_all_projects_when_this_cwd_empty`	software	healthy	`tests/test_mcp_tools.py:486`

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

Label	Layer	Status	Path
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`RELEASE.md`	software	healthy	`RELEASE.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`KNOWN_ISSUES.md`	software	healthy	`KNOWN_ISSUES.md`
`README.md`	software	healthy	`README.md`
`_REGISTRATION_NOTE_goals.md`	software	healthy	`_REGISTRATION_NOTE_goals.md`
`pyproject.toml`	software	healthy	`pyproject.toml`
`.mcp.json`	software	healthy	`.mcp.json`
`LICENSE.md`	software	healthy	`LICENSE.md`
`.mcp.json.README.md`	software	healthy	`.mcp.json.README.md`
`marketplace-entry.json`	software	healthy	`marketplace-entry.json`
`test_cost.py`	software	healthy	`tests/test_cost.py`
`test_mcp_tools.py`	software	healthy	`tests/test_mcp_tools.py`
`test_version_consistency.py`	software	healthy	`tests/test_version_consistency.py`
`test_sources_cline.py`	software	healthy	`tests/test_sources_cline.py`
`test_llm_refine_ontology.py`	software	healthy	`tests/test_llm_refine_ontology.py`
`test_compact_recovery_bridge.py`	software	healthy	`tests/test_compact_recovery_bridge.py`
`test_llm_live_cpu.py`	software	healthy	`tests/test_llm_live_cpu.py`
`test_cli.py`	software	healthy	`tests/test_cli.py`
`test_scope_detect.py`	software	healthy	`tests/test_scope_detect.py`
`test_reinjection.py`	software	healthy	`tests/test_reinjection.py`
`test_implicit_preferences.py`	software	healthy	`tests/test_implicit_preferences.py`
`test_consolidate.py`	software	healthy	`tests/test_consolidate.py`
`test_incremental_flock.py`	software	healthy	`tests/test_incremental_flock.py`
`conftest.py`	software	healthy	`tests/conftest.py`
`test_operator_context_collectors.py`	software	healthy	`tests/test_operator_context_collectors.py`
`test_llm_gate.py`	software	healthy	`tests/test_llm_gate.py`
`test_workflow_profile.py`	software	healthy	`tests/test_workflow_profile.py`
`test_model_autoselect.py`	software	healthy	`tests/test_model_autoselect.py`
`test_decay.py`	software	healthy	`tests/test_decay.py`
`test_sources_gemini_cli.py`	software	healthy	`tests/test_sources_gemini_cli.py`
`test_llm_refine_machines.py`	software	healthy	`tests/test_llm_refine_machines.py`
`test_continuation_packet.py`	software	healthy	`tests/test_continuation_packet.py`
`test_sources_codex.py`	software	healthy	`tests/test_sources_codex.py`
`test_outcomes.py`	software	healthy	`tests/test_outcomes.py`
`__init__.py`	software	healthy	`tests/__init__.py`
`test_rebuild_vec_dim.py`	software	healthy	`tests/test_rebuild_vec_dim.py`
`test_satisfaction.py`	software	healthy	`tests/test_satisfaction.py`
`test_walker.py`	software	healthy	`tests/test_walker.py`
`test_sidechain.py`	software	healthy	`tests/test_sidechain.py`
`test_sources_cursor.py`	software	healthy	`tests/test_sources_cursor.py`
`test_mcp_entry.py`	software	healthy	`tests/test_mcp_entry.py`
`test_project_key.py`	software	healthy	`tests/test_project_key.py`
`test_voice.py`	software	healthy	`tests/test_voice.py`
`test_vec.py`	software	healthy	`tests/test_vec.py`
`test_escalation.py`	software	healthy	`tests/test_escalation.py`
`test_ontology_hostname.py`	software	healthy	`tests/test_ontology_hostname.py`
`test_model_corrections.py`	software	healthy	`tests/test_model_corrections.py`
`test_command_invocations.py`	software	healthy	`tests/test_command_invocations.py`
`test_compact_recovery.sh`	software	healthy	`tests/test_compact_recovery.sh`

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

Label	Layer	Status	Path
`BoomError`	software	healthy	`tests/test_mcp_tools.py:709`
`TestSingleBuildVocabUserPromptDef`	software	healthy	`tests/test_llm_refine_ontology.py:79`
`TestNormalizeVocabRaw`	software	healthy	`tests/test_llm_refine_ontology.py:109`
`TestNormalizeNarrativeRaw`	software	healthy	`tests/test_llm_refine_ontology.py:169`
`TestRefineVocabShapeVariants`	software	healthy	`tests/test_llm_refine_ontology.py:215`
`TestRefineNarrativesShapeVariants`	software	healthy	`tests/test_llm_refine_ontology.py:284`
`TestRefineVocabularyDefinitions`	software	healthy	`tests/test_llm_refine_ontology.py:347`
`TestRefineProjectNarratives`	software	healthy	`tests/test_llm_refine_ontology.py:514`
`TestIsEcho`	software	healthy	`tests/test_llm_refine_ontology.py:656`
`TestAntiEchoVocabulary`	software	healthy	`tests/test_llm_refine_ontology.py:700`
`TestAntiEchoNarratives`	software	healthy	`tests/test_llm_refine_ontology.py:751`
`TestEditStrategy`	software	healthy	`tests/test_implicit_preferences.py:142`
`TestShellCommands`	software	healthy	`tests/test_implicit_preferences.py:191`
`TestEmptyCorpus`	software	healthy	`tests/test_implicit_preferences.py:243`
`TestPromotionThreshold`	software	healthy	`tests/test_implicit_preferences.py:266`
`TestStorageRoundTrip`	software	healthy	`tests/test_implicit_preferences.py:389`
`TestNoHardcodedValues`	software	healthy	`tests/test_implicit_preferences.py:462`
`TestExtractWorkflowEmpty`	software	healthy	`tests/test_workflow_profile.py:152`
`TestExtractWorkflowActionBias`	software	healthy	`tests/test_workflow_profile.py:172`
`TestExtractWorkflowMalformedInput`	software	healthy	`tests/test_workflow_profile.py:232`
`TestExtractWorkflowIncremental`	software	healthy	`tests/test_workflow_profile.py:269`
`TestPersistWorkflow`	software	healthy	`tests/test_workflow_profile.py:371`
`TestExtractWorkflowFromRecords`	software	healthy	`tests/test_workflow_profile.py:479`
`FakeRecord`	software	healthy	`tests/test_workflow_profile.py:512`
`FakeRec`	software	healthy	`tests/test_workflow_profile.py:533`
`TestAutoselectModel`	software	healthy	`tests/test_model_autoselect.py:24`
`TestGetDefaultClientEnvOverride`	software	healthy	`tests/test_model_autoselect.py:50`
`TestLlmModelCLI`	software	healthy	`tests/test_model_autoselect.py:73`
`TestUnavailableClient`	software	healthy	`tests/test_llm_refine_machines.py:52`
`TestSuccessfulFiltering`	software	healthy	`tests/test_llm_refine_machines.py:78`
`TestHallucinationGuard`	software	healthy	`tests/test_llm_refine_machines.py:121`
`TestLLMFailureFallback`	software	healthy	`tests/test_llm_refine_machines.py:143`
`TestEmptyInput`	software	healthy	`tests/test_llm_refine_machines.py:167`
`TestBatching`	software	healthy	`tests/test_llm_refine_machines.py:179`
`TestOperatorEmailContext`	software	healthy	`tests/test_llm_refine_machines.py:227`
`TestSampleContexts`	software	healthy	`tests/test_llm_refine_machines.py:252`
`TestNonStringInKeep`	software	healthy	`tests/test_llm_refine_machines.py:276`
`TestBareHostnameWithContext`	software	healthy	`tests/test_llm_refine_machines.py:307`
`TestNoContextStillWorks`	software	healthy	`tests/test_llm_refine_machines.py:343`
`FakeEmbedder`	software	healthy	`tests/test_rebuild_vec_dim.py:21`
`_Rec`	software	healthy	`tests/test_voice.py:60`
`TestReciprocalRankFusion`	software	healthy	`tests/test_vec.py:45`
`TestChunkForEmbedding`	software	healthy	`tests/test_vec.py:144`
`TestLazyImports`	software	healthy	`tests/test_vec.py:205`
`TestGteCustomModels`	software	healthy	`tests/test_vec.py:251`
`TestCustomModelPorts`	software	healthy	`tests/test_vec.py:309`
`TestQueryPrefix`	software	healthy	`tests/test_vec.py:400`
`_Impl`	software	healthy	`tests/test_vec.py:420`
`_FakeEmbedder`	software	healthy	`tests/test_vec.py:459`
`TestIncrementalVecBackfill`	software	healthy	`tests/test_vec.py:475`

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

Label	Layer	Status	Path
`tests`	software	healthy	`tests`
`integration`	software	healthy	`tests/integration`
`scripts`	software	healthy	`scripts`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`index`	software	healthy	`index`
`hooks`	software	healthy	`hooks`
`lib`	software	healthy	`hooks/lib`
`commands`	software	healthy	`commands`
`total_recall`	software	healthy	`total_recall`
`docs`	software	healthy	`docs`
`install`	software	healthy	`docs/install`
`mcp_server`	software	healthy	`mcp_server`
`extras`	software	healthy	`mcp_server/extras`
`detector`	software	healthy	`detector`
`lib`	software	healthy	`lib`
`sources`	software	healthy	`lib/sources`
`extractors`	software	healthy	`extractors`
`llm`	software	healthy	`extractors/llm`
`skills`	software	healthy	`skills`
`recall`	software	healthy	`skills/recall`
`references`	software	healthy	`skills/recall/references`
`llm-setup`	software	healthy	`skills/llm-setup`
`speak-like-operator`	software	healthy	`skills/speak-like-operator`
`vec`	software	healthy	`vec`

Label	Layer	Status	Path
`messages`	data	healthy	`index/schema.sql`
`extractions`	data	healthy	`index/schema.sql`
`ingest_state`	data	healthy	`index/schema.sql`
`turns`	data	healthy	`index/schema.sql`
`compactions`	data	healthy	`index/schema.sql`
`ingest_runs`	data	healthy	`index/schema.sql`
`schema_meta`	data	healthy	`index/schema.sql`
`standing_decisions`	data	healthy	`index/schema.sql`
`bans`	data	healthy	`index/schema.sql`
`failed_attempts`	data	healthy	`index/schema.sql`
`goal_stack`	data	healthy	`index/schema.sql`
`operator_profile`	data	healthy	`index/operator.py`
`projects`	data	healthy	`index/ontology.py`
`machines`	data	healthy	`index/ontology.py`
`vocabulary`	data	healthy	`index/ontology.py`
`tentative_facts`	data	healthy	`index/tentative.py`
`satisfaction_profile`	data	healthy	`index/satisfaction.py`
`satisfaction_meta`	data	healthy	`index/satisfaction.py`
`implicit_preferences`	data	healthy	`index/implicit_preferences.py`
`voice_profile`	data	healthy	`index/voice.py`
`workflow_profile`	data	healthy	`index/workflow.py`
`reinjection_outcomes`	data	healthy	`detector/outcomes.py`
`llm_cache`	data	healthy	`extractors/llm/cache.py`
`chunk_embeddings`	data	healthy	`vec/store.py`
`vec_meta`	data	healthy	`vec/store.py`

Label	Layer	Status	Path
`10.0.0.1`	network	healthy	`tests/test_llm_refine_machines.py`
`100.64.1.1`	network	healthy	`tests/test_llm_refine_machines.py`
`192.168.50.47`	network	healthy	`tests/test_voice.py`
`10.0.0.42`	network	healthy	`tests/test_operator_profile.py`
`100.64.1.10`	network	healthy	`tests/test_operator_profile.py`
`192.168.50.42`	network	healthy	`tests/test_operator_profile.py`
`10.0.1.5`	network	healthy	`tests/test_operator_profile.py`
`100.64.0.10`	network	healthy	`tests/test_ontology.py`
`192.168.50.10`	network	healthy	`tests/test_ontology.py`
`100.64.0.5`	network	healthy	`tests/test_ontology.py`
`10.0.0.5`	network	healthy	`tests/test_ontology.py`
`1.2.3.4`	network	healthy	`tests/test_operator_context.py`
`10.255.255.254`	network	healthy	`tests/test_generic_operator.py`
`10.10.0.5`	network	healthy	`tests/test_generic_operator.py`
`100.100.1.5`	network	healthy	`tests/test_generic_operator.py`
`203.0.113.1`	network	healthy	`tests/test_scope_delta.py`
`203.0.113.2`	network	healthy	`tests/test_scope_delta.py`
`192.168.1.10`	network	healthy	`tests/test_llm_client.py`
`100.64.0.0`	network	healthy	`extractors/operator_profile.py`

Label	Layer	Status	Path
`vps::vultr`	hardware	healthy	`tests/test_voice.py`
`vps::aws`	hardware	healthy	`tests/test_operator_profile.py`
`vps::digitalocean`	hardware	healthy	`tests/test_generic_operator.py`
`vps::gcp`	hardware	healthy	`tests/test_decisions.py`
`vps::hetzner`	hardware	healthy	`extractors/ontology.py`
`vps::azure`	hardware	healthy	`extractors/standing_decisions.py`
`vps::linode`	hardware	healthy	`extractors/standing_decisions.py`

Label	Layer	Status	Path
`sqlite`	data	healthy	`CLAUDE.md`
`postgres`	data	healthy	`README.md`
`clickhouse`	data	healthy	`README.md`
`redis`	data	healthy	`README.md`
`postgresql`	data	healthy	`tests/test_vec.py`
`mysql`	data	healthy	`extractors/ontology.py`

Label	Layer	Status	Path
`build`	cicd	healthy	`.github/workflows/release.yml`
`pypi-publish`	cicd	healthy	`.github/workflows/release.yml`
`github-release`	cicd	healthy	`.github/workflows/release.yml`
`test`	cicd	healthy	`.github/workflows/ci.yml`
`packaging`	cicd	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`auth::extractors/secrets.py`	security	healthy	`extractors/secrets.py`
`auth::tests/test_operator_context_collectors.py`	security	healthy	`tests/test_operator_context_collectors.py`
`auth::tests/test_extractors.py`	security	healthy	`tests/test_extractors.py`
`auth::tests/test_operator_context.py`	security	healthy	`tests/test_operator_context.py`

Label	Layer	Status	Path
`kafka`	data	healthy	`tests/test_recall_targeted.py`
`rabbitmq`	data	healthy	`tests/test_recall_targeted.py`
`celery`	data	healthy	`tests/integration/test_vec_eval.py`

Label	Layer	Status	Path
`gha::release`	cicd	healthy	`.github/workflows/release.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`

Label	Layer	Status	Path
`88plug__total-recall`	software	healthy	`/data/fable5_failed_archive/88plug__total-recall`

Label	Layer	Status	Path
`nginx`	network	healthy	`tests/test_vec.py`

Label	Layer	Status	Path
`port:10`	network	healthy	`tests/test_compact_recovery.sh`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`tests/test_ontology.py`

Label	Layer	Status	Path
`PYPI_API_TOKEN`	cicd	healthy	`—`

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88plug/total-recall

Complete repo analysis

function 50+

file 50+

class 50+

directory 26

table 25

service 19

vps 7

database 6

job 5

auth 4

queue 3

pipeline 2

repo 1

load_balancer 1

port 1

gpu 1

env_var 1