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

NiruddeshJatra/vara

https://github.com/NiruddeshJatra/vara · scanned 2026-06-16 02:56 UTC (2 months ago)

12 raw signals (9 security + 3 graph)

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

Complete repo analysis

Last scanned 2 months ago · v2 · 9 actionable findings from 2 signal sources. 8 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
88.1
/100
Security checks
88
6 findings
System graph
88
44.4% cov · 3 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 1 Medium 4 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 6 System graph 3 Crowd 0 Layer: Quality 5 Cicd 2 Security 1 Frontend 1
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 88.1/100 with 44.4% coverage. It contains 2 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 3 findings — concentrated in quality (1), frontend (1), cicd (1). Risk profile is low: 0 critical, 0 high, 1 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 7 of 9 actionable findings. 17 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 cicd CI/CD security conf 0.86 3 occurrences Foundry mined claimed resolved with failing ci: NiruddeshJatra/vara
Graph query export: Claimed resolved with failing CI Query id: claimed_resolved_with_failing_ci Query type: motif_query Intent: Hard negatives where CI/failure evidence contradicts a resolution claim. Motif: claimed_resolved_with_failing_ci Training usage: hard_negative Graph gold label: contradict…
3 occurrences
repo-level (3 hits)
CI/CD securityCI/CD
critical Security checks security auth conf 0.78 2 occurrences Foundry mined security auth guardrail gaps: NiruddeshJatra/vara
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…
2 occurrences
repo-level (2 hits)
high Security checks quality Practices conf 0.84 Foundry mined bad chains: NiruddeshJatra/vara
Comment chain pattern product: bad_chains Repo: NiruddeshJatra/vara Thread: NiruddeshJatra/vara#2 Outcome: not_resolved_or_not_observed 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_ha…
medium Security checks quality Practices conf 0.62 2 occurrences Foundry mined assumption checks: NiruddeshJatra/vara
Comment chain pattern product: assumption_checks Repo: NiruddeshJatra/vara Thread: NiruddeshJatra/vara#3 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_…
2 occurrences
repo-level (2 hits)
medium Security checks quality maintenance conf 0.70 3 occurrences Foundry mined blueprint gap alignment: NiruddeshJatra/vara
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: …
3 occurrences
repo-level (3 hits)
medium Security checks quality Practices conf 0.70 3 occurrences Foundry mined unresolved feedback: NiruddeshJatra/vara
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: cont…
3 occurrences
repo-level (3 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
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/c905ba96-4f8b-4f6d-ba97-50ebeab6d8b3/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/c905ba96-4f8b-4f6d-ba97-50ebeab6d8b3/

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.