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yannabadie/YGN-SAGE

https://github.com/yannabadie/YGN-SAGE · scanned 2026-06-16 01:05 UTC (2 months, 1 week ago)

343 raw signals (0 security + 343 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 295 actionable findings from 1 signal source. 48 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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100.0% cov · 295 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 3 High 11 Medium 23 Low 153 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 295 Crowd 0 Layer: Software 23 Hardware 4 Frontend 1 Security 22 Cicd 4 Quality 232 Api 9

Exclude dismissed / FP Exclude test files

All 10417 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
`_c`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_bold`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_dim`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_green`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_red`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_yellow`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_cyan`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_ts`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_elapsed`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_rate_str`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_handle_signal`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`run_cmd`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`harbor_run`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`parse_job_results`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`compute_pass_rates`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`parse_trial_metrics`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`summarize_trial_metrics`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`count_iterations`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`update_frontier`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`update_evolution_summary`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`propose_claude`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`validate_candidate`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`smoke_test`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`render_task_prompt`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`fresh_start`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`run_evolve`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`main`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`_slugify`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_clean_read_output`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_count_read_lines`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`show`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`build_command`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_make_relative`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`parse_stream_events`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_extract_json_blocks`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`log_session`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`load_skill`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`load_skills`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_default_progress`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`_enqueue_lines`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`run`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`add_anthropic_caching`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`__init__`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`_with_block_timeout`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`_execute_commands`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`name`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`version`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`run`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`_get_parser`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`_get_prompt_template_path`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`

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

Label	Layer	Status	Path
`CGPRO.md`	software	healthy	`CGPRO.md`
`roadmap.md`	software	healthy	`roadmap.md`
`Cargo.toml`	software	healthy	`Cargo.toml`
`mkdocs.yml`	software	healthy	`mkdocs.yml`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`AI-ARCHITECTURE.md`	software	healthy	`AI-ARCHITECTURE.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`Dockerfile`	software	healthy	`Dockerfile`
`SYMPHONY.md`	software	healthy	`SYMPHONY.md`
`.env.example`	software	healthy	`.env.example`
`LICENSE`	software	healthy	`LICENSE`
`run_benchmarks.sh`	software	healthy	`run_benchmarks.sh`
`Cargo.lock`	software	healthy	`Cargo.lock`
`requirements.txt`	software	healthy	`requirements.txt`
`SECURITY.md`	software	healthy	`SECURITY.md`
`docker-compose.yml`	software	healthy	`docker-compose.yml`
`README.md`	software	healthy	`external/meta-harness/README.md`
`ONBOARDING.md`	software	healthy	`external/meta-harness/ONBOARDING.md`
`.env.example`	software	healthy	`external/meta-harness/.env.example`
`LICENSE`	software	healthy	`external/meta-harness/LICENSE`
`meta_harness.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/m…`
`README.md`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/R…`
`claude_wrapper.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`anthropic_caching.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`pyproject.toml`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/p…`
`SETUP.md`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/S…`
`run_eval.sh`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/s…`
`__init__.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`baseline_terminus2.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`baseline_kira.py`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`SKILL.md`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/.…`
`config.yaml`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`__init__.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`meta_harness.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`README.md`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`llm.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`memory_system.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`claude_wrapper.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`pyproject.toml`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`inner_loop.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`benchmark.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`__init__.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`fewshot_memory.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`no_memory.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`fewshot_all.py`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`SKILL.md`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`config.yaml`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/config.ya…`
`__init__.py`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/__init__.…`
`meta_harness.py`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/meta_harn…`

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

Label	Layer	Status	Path
`ToolCall`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`SessionResult`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/c…`
`BlockError`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`ToolCallResponse`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`ImageReadRequest`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`AgentHarness`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`LLMCallable`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`ProviderLLM`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`LLM`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`MemorySystem`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`ToolCall`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`SessionResult`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`JSONLLogger`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`FewShotMemory`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`NoMemory`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`FewShotAll`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`ToolCall`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/codex_wra…`
`SessionResult`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/codex_wra…`
`SageCandidate`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/sage_cand…`
`Baseline`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/agents/ba…`
`RoleToolPrunedCandidate`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/agents/ro…`
`MinimaxPinnedCoder`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/agents/mi…`
`SinkDiffPromptCandidate`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/agents/si…`
`_NoOpEvaluator`	software	healthy	`sage-discover/agency_bench.py:14`
`_Result`	software	healthy	`sage-discover/agency_bench.py:20`
`_FakeStore`	software	healthy	`sage-discover/tests/test_mcp.py:33`
`Manifest`	software	healthy	`sage-discover/src/discover/ingestion.py:89`
`CuratedPaper`	software	healthy	`sage-discover/src/discover/curator.py:36`
`ModelWatcher`	software	healthy	`sage-discover/src/discover/model_watcher.py:16`
`FrontierDescriptor`	software	healthy	`sage-discover/src/discover/frontier.py:19`
`FrontierEntry`	software	healthy	`sage-discover/src/discover/frontier.py:28`
`FrontierReport`	software	healthy	`sage-discover/src/discover/frontier.py:35`
`FrontierArchive`	software	healthy	`sage-discover/src/discover/frontier.py:42`
`FrontierExplorer`	software	healthy	`sage-discover/src/discover/frontier.py:99`
`Claim`	software	healthy	`sage-discover/src/discover/claim_graph.py:21`
`ClaimRelation`	software	healthy	`sage-discover/src/discover/claim_graph.py:34`
`KnowledgeStore`	software	healthy	`sage-discover/src/discover/store.py:19`
`PaperCandidate`	software	healthy	`sage-discover/src/discover/discovery.py:161`
`RAGPipeline`	software	healthy	`sage-discover/src/discover/rag.py:23`
`PipelineReport`	software	healthy	`sage-discover/src/discover/pipeline.py:19`
`EmbeddingPipeline`	software	healthy	`sage-discover/src/discover/embeddings.py:52`
`CitationGraphBuilder`	software	healthy	`sage-discover/src/discover/citation_graph.py:12`
`CurationSignals`	software	healthy	`sage-discover/src/discover/adaptive_curator.py:17`
`KnnCurator`	software	healthy	`sage-discover/src/discover/adaptive_curator.py:23`
`CurationBandit`	software	healthy	`sage-discover/src/discover/adaptive_curator.py:50`
`TestResult`	software	healthy	`tests/e2e_proof.py:49`
`E2EReport`	software	healthy	`tests/e2e_proof.py:56`
`TestResult`	software	healthy	`tests/e2e_comprehensive.py:51`
`MockEventBus`	software	healthy	`tests/test_ui_endpoints.py:23`
`MockAgentEvent`	software	healthy	`tests/test_ui_endpoints.py:46`

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

Label	Layer	Status	Path
`external`	software	healthy	`external`
`meta-harness`	software	healthy	`external/meta-harness`
`reference_examples`	software	healthy	`external/meta-harness/reference_examples`
`terminal_bench_2`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2`
`scripts`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/s…`
`agents`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/a…`
`.claude`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/.…`
`skills`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/.…`
`meta-harness-terminal-bench-2`	software	healthy	`external/meta-harness/reference_examples/terminal_bench_2/.…`
`text_classification`	software	healthy	`external/meta-harness/reference_examples/text_classification`
`agents`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`.claude`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`skills`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`meta-harness`	software	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`ygn_sage`	software	healthy	`external/meta-harness/reference_examples/ygn_sage`
`logs`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs`
`validation-v2`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`codex_sessions`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`validation-dryrun`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`codex_sessions`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`validation-v3`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`codex_sessions`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/vali…`
`first-real-iter`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/firs…`
`reports`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/logs/firs…`
`agents`	software	healthy	`external/meta-harness/reference_examples/ygn_sage/agents`
`sage-discover`	software	healthy	`sage-discover`
`tests`	software	healthy	`sage-discover/tests`
`docs`	software	healthy	`sage-discover/docs`
`plans`	software	healthy	`sage-discover/docs/plans`
`src`	software	healthy	`sage-discover/src`
`discover`	software	healthy	`sage-discover/src/discover`
`tests`	software	healthy	`tests`
`YGN-SAGE`	software	healthy	`YGN-SAGE`
`Templates`	software	healthy	`YGN-SAGE/Templates`
`Papers`	software	healthy	`YGN-SAGE/Papers`
`Architecture`	software	healthy	`YGN-SAGE/Architecture`
`Benchmarks`	software	healthy	`YGN-SAGE/Benchmarks`
`Training`	software	healthy	`YGN-SAGE/Training`
`Issues`	software	healthy	`YGN-SAGE/Issues`
`Decisions`	software	healthy	`YGN-SAGE/Decisions`
`docs`	software	healthy	`docs`
`security`	software	healthy	`docs/security`
`superpowers`	software	healthy	`docs/superpowers`
`evidence`	software	healthy	`docs/superpowers/evidence`
`2026-05-09-rc1-cli-subprocess-cancel`	software	healthy	`docs/superpowers/evidence/2026-05-09-rc1-cli-subprocess-can…`
`plans`	software	healthy	`docs/superpowers/plans`
`specs`	software	healthy	`docs/superpowers/specs`
`archive`	software	healthy	`docs/archive`
`operations`	software	healthy	`docs/operations`
`codex-memory`	software	healthy	`docs/codex-memory`

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

Label	Layer	Status	Path
`fuzz-smoke`	cicd	healthy	`.github/workflows/fuzz-smoke.yml`
`doc-counters-coherence`	cicd	healthy	`.github/workflows/doc-counters-coherence.yml`
`rust-coverage`	cicd	healthy	`.github/workflows/rust-core-coverage.yml`
`grade`	cicd	healthy	`.github/workflows/remote-grading.yml`
`empirical-rust`	cicd	healthy	`.github/workflows/stochastic-empirical.yml`
`build-matrix`	cicd	healthy	`.github/workflows/release-test.yml`
`build-sdist`	cicd	healthy	`.github/workflows/release-test.yml`
`publish-test-pypi`	cicd	healthy	`.github/workflows/release-test.yml`
`smoke-install-from-test-pypi`	cicd	healthy	`.github/workflows/release-test.yml`
`build-wasm-sandbox`	cicd	healthy	`.github/workflows/ci.yml`
`python-constraints`	cicd	healthy	`.github/workflows/ci.yml`
`rust`	cicd	healthy	`.github/workflows/ci.yml`
`otel-bridge`	cicd	healthy	`.github/workflows/ci.yml`
`otel-bridge-windows`	cicd	healthy	`.github/workflows/ci.yml`
`rust-features`	cicd	healthy	`.github/workflows/ci.yml`
`python-sage`	cicd	healthy	`.github/workflows/ci.yml`
`python-discover`	cicd	healthy	`.github/workflows/ci.yml`
`windows-pytest`	cicd	healthy	`.github/workflows/ci.yml`
`integration-smoke`	cicd	healthy	`.github/workflows/ci.yml`
`latest-deps`	cicd	healthy	`.github/workflows/latest-deps.yml`
`codeql`	cicd	healthy	`.github/workflows/security.yml`
`sbom`	cicd	healthy	`.github/workflows/security.yml`
`pip-audit`	cicd	healthy	`.github/workflows/security.yml`
`cargo-audit`	cicd	healthy	`.github/workflows/security.yml`
`cargo-deny`	cicd	healthy	`.github/workflows/security.yml`
`semantic-current-json`	cicd	healthy	`.github/workflows/strict-current-json-coherence.yml`
`build-wheels`	cicd	healthy	`.github/workflows/wheels.yml`
`publish-pypi`	cicd	healthy	`.github/workflows/wheels.yml`

Label	Layer	Status	Path
`GET /`	api	healthy	`ui/app.py`
`GET /api/state`	api	healthy	`ui/app.py`
`POST /api/task`	api	healthy	`ui/app.py`
`GET /api/tasks`	api	healthy	`ui/app.py`
`POST /api/stop`	api	healthy	`ui/app.py`
`POST /api/reset`	api	healthy	`ui/app.py`
`GET /api/providers`	api	healthy	`ui/app.py`
`POST /api/benchmark`	api	healthy	`ui/app.py`
`GET /api/memory/stats`	api	healthy	`ui/app.py`
`GET /api/topology`	api	healthy	`ui/app.py`
`GET /api/evolution`	api	healthy	`ui/app.py`
`POST /api/chat/stream`	api	healthy	`ui/app.py`
`GET /api/topology/graph`	api	healthy	`ui/app.py`
`GET /api/providers/health`	api	healthy	`ui/app.py`
`GET /api/routing/pipeline`	api	healthy	`ui/app.py`

Label	Layer	Status	Path
`port:8080`	network	healthy	`Dockerfile`
`port:8000`	network	healthy	`docker-compose.yml`
`port:8001`	network	healthy	`docker-compose.yml`
`port:8002`	network	healthy	`docker-compose.yml`
`port:08`	network	healthy	`docs/CLAIMS.yaml`
`port:07`	network	healthy	`docs/CLAIMS.yaml`
`port:25`	network	healthy	`docs/CLAIMS.yaml`
`port:50`	network	healthy	`docs/CLAIMS.yaml`
`port:52`	network	healthy	`docs/CLAIMS.yaml`
`port:11`	network	healthy	`docs/CLAIMS.yaml`
`port:22`	network	healthy	`docs/CLAIMS.yaml`
`port:20`	network	healthy	`docs/CLAIMS.yaml`
`port:10`	network	healthy	`docs/CLAIMS.yaml`
`port:59`	network	healthy	`docs/CLAIMS.yaml`
`port:41`	network	healthy	`docs/CLAIMS.yaml`

Label	Layer	Status	Path
`password_literal::docs/benchmarks/2026-04-29-cycle7-evidenc…`	security	healthy	`docs/benchmarks/2026-04-29-cycle7-evidence-bcb-N50-official…`
`password_literal::docs/benchmarks/2026-04-29-cycle7-evidenc…`	security	healthy	`docs/benchmarks/2026-04-29-cycle7-evidence-bcb-N50-official…`
`password_literal::docs/benchmarks/2026-04-29-path-e-step3-b…`	security	healthy	`docs/benchmarks/2026-04-29-path-e-step3-bcb-official-grade.…`
`password_literal::docs/benchmarks/2026-04-29-path-e-step3-b…`	security	healthy	`docs/benchmarks/2026-04-29-path-e-step3-bcb-official-grade.…`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_sage_span.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_sage_span.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_sage_span.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_sage_span.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_sage_span.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_pipeline_spans.py`
`openai_or_anthropic_key::sage-python/tests/observability/te…`	security	healthy	`sage-python/tests/observability/test_pipeline_spans.py`

Label	Layer	Status	Path
`gha::fuzz-smoke`	cicd	healthy	`.github/workflows/fuzz-smoke.yml`
`gha::doc-counters-coherence`	cicd	healthy	`.github/workflows/doc-counters-coherence.yml`
`gha::rust-core-coverage`	cicd	healthy	`.github/workflows/rust-core-coverage.yml`
`gha::remote-grading`	cicd	healthy	`.github/workflows/remote-grading.yml`
`gha::stochastic-empirical`	cicd	healthy	`.github/workflows/stochastic-empirical.yml`
`gha::release-test`	cicd	healthy	`.github/workflows/release-test.yml`
`gha::ci`	cicd	healthy	`.github/workflows/ci.yml`
`gha::latest-deps`	cicd	healthy	`.github/workflows/latest-deps.yml`
`gha::security`	cicd	healthy	`.github/workflows/security.yml`
`gha::strict-current-json-coherence`	cicd	healthy	`.github/workflows/strict-current-json-coherence.yml`
`gha::wheels`	cicd	healthy	`.github/workflows/wheels.yml`

Label	Layer	Status	Path
`checkpoints`	data	healthy	`sage-python/src/sage/checkpoint.py`
`entities`	data	healthy	`sage-python/src/sage/memory/semantic.py`
`relations`	data	healthy	`sage-python/src/sage/memory/semantic.py`
`causal_entities`	data	healthy	`sage-python/src/sage/memory/causal.py`
`causal_relations`	data	healthy	`sage-python/src/sage/memory/causal.py`
`causal_edges`	data	healthy	`sage-python/src/sage/memory/causal.py`
`episodes`	data	healthy	`sage-python/src/sage/memory/episodic.py`
`adaptive_mutator_state`	data	healthy	`sage-python/src/sage/evolution/llm_mutator.py`
`mutations`	data	healthy	`sage-python/src/sage/evolution/memory.py`
`skills`	data	healthy	`sage-python/src/sage/evolution/memory.py`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`
`redis`	data	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`
`mysql`	data	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`
`postgres`	data	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`
`postgresql`	data	healthy	`sage-python/config/heterogeneous_eval.json`
`mongodb`	data	healthy	`sage-python/config/routing_ground_truth.json`
`elasticsearch`	data	healthy	`sage-python/scripts/generate_dataset_10k.py`

Label	Layer	Status	Path
`127.0.0.1`	network	healthy	`sage-discover/mcp_gateway.py`
`192.168.0.3`	network	healthy	`docs/benchmarks/2026-04-29-cycle7-evidence-bcb-N50-official…`
`192.168.0.0`	network	healthy	`docs/benchmarks/2026-04-29-cycle7-evidence-bcb-N50-official…`
`1.1.1.1`	network	healthy	`sage-python/tests/test_sandbox_isolation.py`
`10.0.0.1`	network	healthy	`sage-python/tests/protocols/test_serve_auth.py`
`1.2.3.4`	network	healthy	`sage-python/tests/protocols/test_serve_auth.py`

Label	Layer	Status	Path
`PYPI_TOKEN`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`MODAL_TOKEN_ID`	cicd	healthy	`—`
`GOOGLE_API_KEY`	cicd	healthy	`—`
`MODAL_TOKEN_SECRET`	cicd	healthy	`—`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`sage`	hardware	healthy	`docker-compose.yml`
`dashboard`	hardware	healthy	`docker-compose.yml`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`external/meta-harness/reference_examples/text_classificatio…`
`vps::aws`	hardware	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`
`vps::gcp`	hardware	healthy	`sage-python/tests/integration/test_memory_pipeline.py`

Label	Layer	Status	Path
`test_migration.py`	data	healthy	`sage-discover/tests/test_migration.py`
`migration.py`	data	healthy	`sage-discover/src/discover/migration.py`

Label	Layer	Status	Path
`repobility-clone-6p8utnp3`	software	healthy	`/tmp/repobility-clone-6p8utnp3`

Label	Layer	Status	Path
`pubsub`	data	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`sage-discover/README.md`

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Label	Layer	Status	Path
`auth::docs/benchmarks/2026-05-11-canary-n5-graded/instances…`	security	healthy	`docs/benchmarks/2026-05-11-canary-n5-graded/instances/per_t…`
`auth::docs/benchmarks/2026-05-10-canary-n5-real-8848714e/in…`	security	healthy	`docs/benchmarks/2026-05-10-canary-n5-real-8848714e/input/pe…`
`auth::.github/workflows/release-test.yml`	security	healthy	`.github/workflows/release-test.yml`
`auth::docs/benchmarks/2026-05-10-canary-n5-real-8848714e/in…`	security	healthy	`docs/benchmarks/2026-05-10-canary-n5-real-8848714e/input/in…`
`auth::docs/benchmarks/phase2a-n5-v2-instances/instances.json`	security	healthy	`docs/benchmarks/phase2a-n5-v2-instances/instances.json`
`auth::sage-python/src/sage/security/redaction.py`	security	healthy	`sage-python/src/sage/security/redaction.py`
`auth::docs/benchmarks/2026-05-11-canary-n5-graded/instances…`	security	healthy	`docs/benchmarks/2026-05-11-canary-n5-graded/instances/insta…`
`auth::docs/benchmarks/2026-05-11-canary-n5-graded/instances…`	security	healthy	`docs/benchmarks/2026-05-11-canary-n5-graded/instances/per_t…`
`auth::docs/benchmarks/2026-06-11-mini-2b-ab-grounded/per_ta…`	security	healthy	`docs/benchmarks/2026-06-11-mini-2b-ab-grounded/per_task/09_…`
`auth::sage-python/tests/security/test_redaction.py`	security	healthy	`sage-python/tests/security/test_redaction.py`
`auth::sage-python/src/sage/protocols/auth.py`	security	healthy	`sage-python/src/sage/protocols/auth.py`
`auth::sage-python/tests/test_memory.py`	security	healthy	`sage-python/tests/test_memory.py`
`auth::sage-python/scripts/generate_dataset_10k.py`	security	healthy	`sage-python/scripts/generate_dataset_10k.py`
`auth::sage-python/src/sage/tools/context7_tools.py`	security	healthy	`sage-python/src/sage/tools/context7_tools.py`
`auth::external/meta-harness/reference_examples/ygn_sage/cod…`	security	healthy	`external/meta-harness/reference_examples/ygn_sage/codex_wra…`
`auth::docs/benchmarks/2026-05-12-reroute-end-to-end-option-…`	security	healthy	`docs/benchmarks/2026-05-12-reroute-end-to-end-option-b-iter…`

yannabadie/YGN-SAGE

Complete repo analysis

function 50+

file 50+

class 50+

directory 50+

job 28

auth 16

endpoint 15

port 15

secret 11

pipeline 11

table 10

database 7

service 6

env_var 5

container 3

vps 3

migration 2

repo 1

queue 1

gpu 1