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uhub/awesome-chatgpt

https://github.com/uhub/awesome-chatgpt · scanned 2026-06-16 00:44 UTC (2 months, 1 week ago)

9 raw signals (6 security + 3 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 9 actionable findings from 2 signal sources. 17 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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88.9% cov · 3 findings

Severity distribution — click a segment to filter

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Severity: Critical 1 High 2 Medium 4 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 3 Crowd 0 Layer: Quality 6 Security 1 Frontend 1 Cicd 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 96.9/100 with 88.9% coverage. It contains 17 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 3 findings — concentrated in frontend (1), cicd (1), quality (1). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the frontend layer findings first — that's where the highest-impact wins live.

Showing 8 of 9 actionable findings. 26 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 security auth conf 0.78 Foundry mined security auth guardrail gaps: uhub/awesome-chatgpt

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 3 occurrences Foundry mined bad chains: uhub/awesome-chatgpt

Comment chain pattern product: bad_chains Repo: uhub/awesome-chatgpt Thread: uhub/awesome-chatgpt#8 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts,…

3 occurrences

repo-level (3 hits)

high Security checks quality Practices conf 0.80 Foundry mined docs only runtime fix: uhub/awesome-chatgpt

Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: assumption_chec…

medium Security checks quality Practices conf 0.62 7 occurrences Foundry mined assumption checks: uhub/awesome-chatgpt

Comment chain pattern product: assumption_checks Repo: uhub/awesome-chatgpt Thread: uhub/awesome-chatgpt#6 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_q…

7 occurrences

repo-level (7 hits)

medium Security checks quality maintenance conf 0.70 Foundry mined blueprint gap alignment: uhub/awesome-chatgpt

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: …

medium Security checks quality Practices conf 0.70 10 occurrences Foundry mined unresolved feedback: uhub/awesome-chatgpt

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: assu…

10 occurrences

repo-level (10 hits)

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

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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