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Shi-Dong/ilan-tools

https://github.com/Shi-Dong/ilan-tools · scanned 2026-06-16 00:10 UTC (2 months, 2 weeks ago)

89 raw signals (68 security + 21 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 24 actionable findings from 2 signal sources. 203 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
95.3
/100
Security checks
95
7 findings
System graph
95
66.7% cov · 17 findings
Critical
2
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 2 Medium 7 Low 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 7 System graph 17 Crowd 0 Layer: Quality 15 Security 2 Software 5 Frontend 1 Cicd 1
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Scan summary Repository scanned at 95.3/100 with 66.7% coverage. It contains 984 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 21 findings — concentrated in quality (13), software (5), frontend (1). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 20 of 24 actionable findings. 227 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: Shi-Dong/ilan-tools
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 4 occurrences Foundry mined security auth guardrail gaps: Shi-Dong/ilan-tools
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…
4 occurrences
repo-level (4 hits)
high Security checks quality Practices conf 0.84 6 occurrences Foundry mined bad chains: Shi-Dong/ilan-tools
Comment chain pattern product: bad_chains Repo: Shi-Dong/ilan-tools Thread: Shi-Dong/ilan-tools#93 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_qua…
6 occurrences
repo-level (6 hits)
high Security checks quality Testing conf 0.78 46 occurrences Foundry mined test ci gap after feedback: Shi-Dong/ilan-tools
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: weak_supervision_needs_…
46 occurrences
repo-level (46 hits)
medium Security checks quality Practices conf 0.62 83 occurrences Foundry mined assumption checks: Shi-Dong/ilan-tools
Comment chain pattern product: assumption_checks Repo: Shi-Dong/ilan-tools Thread: Shi-Dong/ilan-tools#91 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifac…
83 occurrences
repo-level (83 hits)
medium Security checks quality maintenance conf 0.70 59 occurrences Foundry mined blueprint gap alignment: Shi-Dong/ilan-tools
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: …
59 occurrences
repo-level (59 hits)
medium Security checks quality Practices conf 0.70 2 occurrences Foundry mined unresolved feedback: Shi-Dong/ilan-tools
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…
2 occurrences
repo-level (2 hits)
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — src/ilan/cli.py:1221
`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/ilan/client.py:113
`subprocess.Popen(...)` 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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/ilan/cli.py:shortcut_reply, src/ilan/cli.py:shortcut_re 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.
5 occurrences
repo-level (5 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 `_make_task_old` in tests/test_clean.py:125
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: do_DELETE
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/ilan/server.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/ilan/server.py:195
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/ilan/server.py:196
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/ilan/server.py:198
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/ilan/cli.py:162
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 quality Complexity conf 1.00 Very large file: src/ilan/cli.py (2137 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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