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simonbrunou/diversif

https://github.com/simonbrunou/diversif · scanned 2026-06-16 00:13 UTC (2 months, 2 weeks ago)

230 raw signals (125 security + 105 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 111 actionable findings from 2 signal sources. 304 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
56.0
/100
Security checks
56
8 findings
System graph
56
88.9% cov · 103 findings
Critical
3
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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 3 High 3 Medium 11 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 103 Crowd 0 Layer: Quality 86 Security 5 Frontend 15 Hardware 3 Cicd 2
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Scan summary Repository scanned at 56.0/100 with 88.9% coverage. It contains 1517 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 105 findings — concentrated in quality (79), frontend (15), hardware (4). Risk profile is high: 1 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 38 of 111 actionable findings. 415 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 14 occurrences Foundry mined mock as real or placeholder: simonbrunou/diversif
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…
14 occurrences
repo-level (14 hits)
critical Security checks security auth conf 0.78 28 occurrences Foundry mined security auth guardrail gaps: simonbrunou/diversif
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…
28 occurrences
repo-level (28 hits)
high Security checks quality Practices conf 0.84 12 occurrences Foundry mined bad chains: simonbrunou/diversif
Comment chain pattern product: bad_chains Repo: simonbrunou/diversif Thread: simonbrunou/diversif#76 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_g…
12 occurrences
repo-level (12 hits)
high Security checks quality Quality conf 0.76 10 occurrences Foundry mined schema ui api mismatch: simonbrunou/diversif
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…
10 occurrences
repo-level (10 hits)
high Security checks quality Testing conf 0.78 31 occurrences Foundry mined test ci gap after feedback: simonbrunou/diversif
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_verificati…
31 occurrences
repo-level (31 hits)
medium Security checks quality Practices conf 0.62 93 occurrences Foundry mined assumption checks: simonbrunou/diversif
Comment chain pattern product: assumption_checks Repo: simonbrunou/diversif Thread: simonbrunou/diversif#83 Outcome: ambiguous_needs_more_evidence Thread label: thread_needs_classification Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_ha…
93 occurrences
repo-level (93 hits)
medium Security checks quality maintenance conf 0.70 82 occurrences Foundry mined blueprint gap alignment: simonbrunou/diversif
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: …
82 occurrences
repo-level (82 hits)
medium Security checks quality Practices conf 0.70 40 occurrences Foundry mined unresolved feedback: simonbrunou/diversif
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: need…
40 occurrences
repo-level (40 hits)
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.json
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/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills.manifest.json
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.manifest.json VerificationClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/fallow/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/skills/fallow/SKILL.md:48 Supply chainClaude instruction
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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in bunfig.preload.ts:40
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
bunfig.preload.ts:40 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in vite.config.ts:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
vite.config.ts:1 Node child process
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 42 placeholder/mock markers across 10 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 quality Integrity conf 1.00 11 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `BUN_TEST`, `CI`, `E2E`, `GITHUB_SHA`, `GIT_COMMIT_SHA`, `INLANG_TELEMETRY`, `INVITE_ONLY`, `PORT` + 3 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
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 28 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: oven/bun:1.3-debian
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 2, 22
Dockerfile:2, 22 (2 hits)
containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 112, 137
.github/workflows/ci.yml:112, 137 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph cicd CI/CD security conf 1.00 package.json defines install-time lifecycle scripts
preinstall/install/postinstall/prepare scripts execute during dependency installation. Review them carefully for network calls, obfuscation, shell execution, or credential access.
package.json CI/CD securitySupply chainNpm
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — project.inlang/modules/plugin-message-format.js:1745
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/bun-test.ts:64
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/check-bundle-size.ts:91
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/check-i18n-unused.ts:85
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/cleanup.ts:32
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/export-user.ts:161
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/generate-icons.ts:70
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/lint-contrast.ts:74
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/lint-i18n.ts:32
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/list-stale-users.ts:72
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/reset-e2e-db.ts:18
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — scripts/verify-backup-restore.ts:77
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/lib/server/audit.ts:100
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — src/lib/server/shutdown.ts:71
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: project.inlang/modules/plugin-message-format.js (2543 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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