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SchihHsin/opknow

https://github.com/SchihHsin/opknow · scanned 2026-06-16 00:04 UTC (2 months, 3 weeks ago)

41 raw signals (0 security + 41 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 41 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
67.7
/100
Security checks
68
0 findings
System graph
68
77.8% cov · 41 findings
Critical
0
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 0 High 2 Medium 20 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 13 Frontend 1 Security 16 Cicd 1 Quality 10
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Scan summary Repository scanned at 67.7/100 with 77.8% coverage. It contains 87 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 41 findings — concentrated in security (16), software (13), quality (10). Risk profile is high: 0 critical, 2 high, 20 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 39 of 41 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security security conf 1.00 Insecure pattern 'exec_used' in 20_human_ai_journey.html:918
Found a known-risky pattern (exec_used). Review and replace if possible.
20_human_ai_journey.html:918 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in CLAUDE.md:246
Found a known-risky pattern (exec_used). Review and replace if possible.
CLAUDE.md:246 Exec used
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/run-cann-task/SKILL.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/skills/run-cann-task/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
CLAUDE.md VerificationClaude instruction
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, ci, tests, operator-readme. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 09_interactive_drilldown.html:202
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
09_interactive_drilldown.html:202 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 10_interactive_drilldown_v2.html:202
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
10_interactive_drilldown_v2.html:202 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 12_heatmap_interactive.html:222
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
12_heatmap_interactive.html:222 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 13_full_heatmap_measured.html:236
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
13_full_heatmap_measured.html:236 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 14_full_heatmap_anchored.html:245
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
14_full_heatmap_anchored.html:245 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 15_heatmap_hover.html:144
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
15_heatmap_hover.html:144 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 16_detailed_hover.html:241
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
16_detailed_hover.html:241 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 17_official_site_focus.html:1164
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
17_official_site_focus.html:1164 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 19_findings_ux_synthesis.html:868
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
19_findings_ux_synthesis.html:868 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in 20_human_ai_journey.html:1029
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
20_human_ai_journey.html:1029 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in archive/20_horizontal_timeline.html:724
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
archive/20_horizontal_timeline.html:724 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in archive/20_interaction_journey.html:483
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
archive/20_interaction_journey.html:483 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in index.html:1164
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
index.html:1164 Direct innerhtml assignment
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
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 3 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 16 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 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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: rows_js
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gen_rows.py:151
low System graph software Dead code conf 1.00 Possibly dead Python function: score10_repro
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:727
low System graph software Dead code conf 1.00 Possibly dead Python function: score1_discover
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:644
low System graph software Dead code conf 1.00 Possibly dead Python function: score2_fetch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:658
low System graph software Dead code conf 1.00 Possibly dead Python function: score3_detail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:662
low System graph software Dead code conf 1.00 Possibly dead Python function: score4_version
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:676
low System graph software Dead code conf 1.00 Possibly dead Python function: score5_sec_qty
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:685
low System graph software Dead code conf 1.00 Possibly dead Python function: score6_sec_cred
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:694
low System graph software Dead code conf 1.00 Possibly dead Python function: score7_own
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:706
low System graph software Dead code conf 1.00 Possibly dead Python function: score8_cost
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:713
low System graph software Dead code conf 1.00 Possibly dead Python function: score9_pin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
score_metrics.py:722
low System graph software Dead code conf 1.00 Possibly dead Python function: srcmix_js
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gen_rows.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: taskover_js
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gen_rows.py:159
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
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