Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

SKALA-AXis/axis-ai

https://github.com/SKALA-AXis/axis-ai · scanned 2026-06-16 00:14 UTC (2 months, 2 weeks ago)

244 raw signals (75 security + 169 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 150 actionable findings from 2 signal sources. 288 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
47.9
/100
Security checks
48
8 findings
System graph
48
100.0% cov · 142 findings
Critical
2
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 19 Medium 12 Low 109 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 142 Crowd 0 Layer: Quality 82 Security 17 Software 28 Hardware 3 Frontend 1 Cicd 2 Api 17
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 47.9/100 with 100.0% coverage. It contains 6054 nodes across 19 cross-layer flows, written primarily in mixed languages. Engine surfaced 169 findings — concentrated in quality (93), software (28), api (17). Risk profile is high: 0 critical, 16 high, 17 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 142 of 150 actionable findings. 438 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.

critical Security checks quality Practices conf 0.82 6 occurrences Foundry mined mock as real or placeholder: SKALA-AXis/axis-ai
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
6 occurrences
repo-level (6 hits)
critical Security checks security auth conf 0.78 Foundry mined security auth guardrail gaps: SKALA-AXis/axis-ai
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
high Security checks quality Practices conf 0.84 45 occurrences Foundry mined bad chains: SKALA-AXis/axis-ai
Comment chain pattern product: bad_chains Repo: SKALA-AXis/axis-ai Thread: SKALA-AXis/axis-ai#233 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_has_ve…
45 occurrences
repo-level (45 hits)
high Security checks quality Quality conf 0.76 Foundry mined schema ui api mismatch: SKALA-AXis/axis-ai
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: supported_by_verification_signal Repo…
high Security checks quality Testing conf 0.78 65 occurrences Foundry mined test ci gap after feedback: SKALA-AXis/axis-ai
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_high_confi…
65 occurrences
repo-level (65 hits)
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:402 SecretsClaude instruction
high System graph security auth conf 1.00 FastAPI POST `analyze_mixer_stream` without auth dependency — src/api/router.py:1486
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1486 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `analyze_mixer` without auth dependency — src/api/router.py:1457
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1457 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat_pdf` without auth dependency — src/api/router.py:901
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:901 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat` without auth dependency — src/api/router.py:882
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:882 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `classify_article` without auth dependency — src/api/router.py:328
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:328 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `gen_search` without auth dependency — src/api/router.py:669
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:669 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `generate_briefing` without auth dependency — src/api/router.py:347
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:347 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `generate_insight` without auth dependency — src/api/router.py:1436
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1436 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `generate_today_insight` without auth dependency — src/api/router.py:1412
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1412 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `run_delivery` without auth dependency — src/api/router.py:297
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:297 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `run_global_trends` without auth dependency — src/api/router.py:1579
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1579 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `run_pipeline` without auth dependency — src/api/router.py:264
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:264 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `run_weak_signal` without auth dependency — src/api/router.py:1665
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1665 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `search` without auth dependency — src/api/router.py:661
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:661 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `verify_link` without auth dependency — src/api/router.py:1650
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/api/router.py:1650 securityAuth fastapi unauth mutation
medium Security checks quality Practices conf 0.62 37 occurrences Foundry mined assumption checks: SKALA-AXis/axis-ai
Comment chain pattern product: assumption_checks Repo: SKALA-AXis/axis-ai Thread: SKALA-AXis/axis-ai#242 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_…
37 occurrences
repo-level (37 hits)
medium Security checks quality maintenance conf 0.70 68 occurrences Foundry mined blueprint gap alignment: SKALA-AXis/axis-ai
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
68 occurrences
repo-level (68 hits)
medium Security checks quality Practices conf 0.70 46 occurrences Foundry mined unresolved feedback: SKALA-AXis/axis-ai
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: weak…
46 occurrences
repo-level (46 hits)
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph hardware Security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph cicd CI/CD security conf 1.00 9 occurrences GitHub Action is tag-pinned rather than SHA-pinned
docker/setup-buildx-action@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 9 locations
.github/workflows/ci.yml:42, 99, 103, 119, 122 (5 hits)
.github/workflows/build-and-push.yml:57, 60, 73, 87 (4 hits)
CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — run_all_once.py:118
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/crawler/local/company_news_crawler.py:323
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/crawler/parsers/pdf_payload.py:175
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/crawler/sources/company_news.py:335
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 13 placeholder/mock markers across 9 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 339 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph hardware Supply chain conf 1.00 2 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 6, 36
Dockerfile:6, 36 (2 hits)
containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:64 CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
47 tests / 223 src (ratio 0.21).
low System graph quality Integrity conf 1.00 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/reprocess_news_clusters.py:find, scripts/reprocess_news_clusters.py:find This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
18 occurrences
repo-level (18 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/reprocess_news_clusters.py:union, scripts/reprocess_news_clusters.py:union, src/analysis/summarizer.py:union This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or doc…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_polish_frontend_ready_screen_copy` in src/agents/strategic_insight_agent.py:432
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_profile_phrase_from_peer_copy` in src/composers/card_news_composer.py:2642
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `comparison_facts_v1` in src/services/today_insight_comparison_engine.py:1424
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `comparison_facts_v1` in tests/test_today_insight_comparison_engine.py:426
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `display_copy` in src/agents/briefing/display_copy.py:1
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `display_copy` in src/agents/briefing_generation_agent.py:93
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `has_legacy` in scripts/backfill_pdf_ocr_content.py:212
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `integration_v1` in src/agents/integration_agent.py:17
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `peer_overview_keywords_v1` in src/services/peer_overview_keywords.py:42
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `peer_swot_clean_v2` in src/services/peer_swot_llm_preview.py:45
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `refine_display_copy` in scripts/backfill_briefings.py:56
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `refine_display_copy` in scripts/generate_briefings_once.py:82
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `refine_display_copy` in src/api/briefing_schemas.py:33
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `refine_display_copy` in src/api/router.py:383
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `refine_display_copy` in tests/test_briefing_generation_agent.py:122
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `soup_copy` in src/crawler/local/bcg_crawler.py:440
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `soup_copy` in src/crawler/sources/bcg.py:489
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `sql_legacy` in src/services/analysis_units.py:298
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `stock_price_ohlcv_v1` in src/crawler/local/stock_crawler.py:10
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `stock_price_ohlcv_v1` in src/crawler/sources/stock.py:10
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_card_summary_does_not_dedupe_or_backfill_integration_copy` in tests/test_card_news_composer.py:78
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_fetch_top_n_merges_insight_and_legacy` in tests/test_analysis_ledger.py:26
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_frontend_ready_rejects_malformed_action_basis_copy` in tests/test_strategic_insight_agent.py:1970
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `today_insight_v1` in src/agents/today_insight_agent.py:2152
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `weekly_digest_v1` in src/agents/context/weekly_digest_agent.py:21
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: analyze_items
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/mixer_analysis_agent.py:821
low System graph software Dead code conf 1.00 Possibly dead Python function: build_briefing_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/pipeline/delivery_graph.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: build_card_news
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/pipeline/analysis_pipeline.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: build_scheduler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/scheduler.py:37
low System graph software Dead code conf 1.00 Possibly dead Python function: check_article_link
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/preprocessing/preprocessing.py:748
low System graph software Dead code conf 1.00 Possibly dead Python function: crawl_peer_jobs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/sources/jobs.py:460
low System graph software Dead code conf 1.00 Possibly dead Python function: crawl_peer_jobs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/local/job_crawler.py:429
low System graph software Dead code conf 1.00 Possibly dead Python function: deco
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/middleware/analysis_ledger.py:636
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/pipeline/analysis_flow_graph.py:112
low System graph software Dead code conf 1.00 Possibly dead Python function: detect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/_deprecated/weak_signal_agent.py:9
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_links
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/sources/global_newsroom.py:783
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_pdf_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/sources/spri.py:361
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_pdf_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/local/spri_crawler.py:225
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_full_content
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/parsers/content.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_markdown
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/playwright_client.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_from_card_news
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/strategic_insight_agent.py:704
low System graph software Dead code conf 1.00 Possibly dead Python function: graph_mermaid
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/chat_orchestrator_agent.py:252
low System graph software Dead code conf 1.00 Possibly dead Python function: is_loaded
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/rag/embedder.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: keepalive
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/monitors/keepalive.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: run_blocking
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/api/router.py:1512
low System graph software Dead code conf 1.00 Possibly dead Python function: run_input_bundle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/pipeline/analysis_pipeline.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: run_stock_crawler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/sources/stock.py:1020
low System graph software Dead code conf 1.00 Possibly dead Python function: run_stock_crawler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/local/stock_crawler.py:1020
low System graph software Dead code conf 1.00 Possibly dead Python function: summarize_bundle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/integration_agent.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: summarize_input_bundle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/agents/integration_agent.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: table_repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/sources/dart.py:664
low System graph software Dead code conf 1.00 Possibly dead Python function: table_repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/crawler/local/dart_crawler.py:590
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/pipeline/analysis_flow_graph.py:113
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/cards
`src/api/router.py` declares `GET /api/cards` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/cards/today
`src/api/router.py` declares `GET /api/cards/today` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /briefing/generate
`src/api/router.py` declares `POST /briefing/generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /chat
`src/api/router.py` declares `POST /chat` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /chat/pdf
`src/api/router.py` declares `POST /chat/pdf` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /classify
`src/api/router.py` declares `POST /classify` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /gen-search
`src/api/router.py` declares `POST /gen-search` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /global/trends/run
`src/api/router.py` declares `POST /global/trends/run` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /insight/generate
`src/api/router.py` declares `POST /insight/generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /link/verify
`src/api/router.py` declares `POST /link/verify` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /mixer/analyze
`src/api/router.py` declares `POST /mixer/analyze` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /mixer/analyze/stream
`src/api/router.py` declares `POST /mixer/analyze/stream` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /pipeline/delivery
`src/api/router.py` declares `POST /pipeline/delivery` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /pipeline/run
`src/api/router.py` declares `POST /pipeline/run` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /search
`src/api/router.py` declares `POST /search` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /today-insight/generate
`src/api/router.py` declares `POST /today-insight/generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /weak-signal/run
`src/api/router.py` declares `POST /weak-signal/run` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: scripts/reprocess_ir_analysis.py (1859 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/reprocess_news_clusters.py (1580 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/briefing_generation_agent.py (4771 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/chat_orchestrator_agent.py (2441 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/it_trend_agent.py (1649 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/mixer_analysis_agent.py (2955 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/strategic_insight/profile_linkage.py (2258 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/strategic_insight/prompts.py (938 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/strategic_insight_agent.py (11982 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/agents/today_insight_agent.py (3037 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/analysis/summarizer.py (4108 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/api/router.py (2018 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/composers/card_news_composer.py (3812 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/crawler/sources/company_news.py (2010 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/crawler/sources/ir.py (1783 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/crawler/sources/keyword_sector_runner.py (1553 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/db/article_store.py (3334 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/parsers/dart_parser.py (1745 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/parsers/ir_parser.py (3835 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/preprocessing/dedup.py (2189 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/preprocessing/relevance.py (2220 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/peer_overview_keywords.py (1749 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/peer_swot_llm_preview.py (2566 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/profile_input_builder.py (1811 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/profile_snapshot_summarizer.py (1453 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/skax_profile_context_loader.py (1612 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/services/today_insight_comparison_engine.py (1484 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_parsers.py (3023 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_pipeline.py (1407 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_strategic_insight_agent.py (4400 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/4ca84288-533d-46e4-8bc2-0fa4851dcd9e/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/4ca84288-533d-46e4-8bc2-0fa4851dcd9e/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.