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Who-Visions/NouGenShards

https://github.com/Who-Visions/NouGenShards · scanned 2026-06-16 00:57 UTC (2 months, 1 week ago)

80 raw signals (0 security + 80 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 77 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
50.4
/100
Security checks
50
0 findings
System graph
50
100.0% cov · 77 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 5 Medium 14 Low 51 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 77 Crowd 0 Layer: Software 26 Frontend 12 Hardware 2 Security 5 Cicd 1 Quality 26 Api 5
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Scan summary Repository scanned at 50.4/100 with 100.0% coverage. It contains 1030 nodes across 1 cross-layer flows, written primarily in mixed languages. Engine surfaced 80 findings — concentrated in quality (29), software (26), frontend (12). Risk profile is high: 0 critical, 5 high, 14 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 70 of 77 actionable findings. 80 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.

high System graph api Wiring conf 1.00 Dangling fetch: GET http://127.0.0.1:11434/api/tags (ts/src/examples/demo.ts:35)
`ts/src/examples/demo.ts:35` calls `GET http://127.0.0.1:11434/api/tags` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http:/127.0.0.1:11434/api/tags` If this points at an external API, prefix it with `https://` so…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET http://127.0.0.1:11434/api/tags (ts/src/nougen_shards/auto_research.ts:44)
`ts/src/nougen_shards/auto_research.ts:44` calls `GET http://127.0.0.1:11434/api/tags` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http:/127.0.0.1:11434/api/tags` If this points at an external API, prefix it with…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST http://127.0.0.1:11434/api/generate (ts/src/examples/demo.ts:58)
`ts/src/examples/demo.ts:58` calls `POST http://127.0.0.1:11434/api/generate` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http:/127.0.0.1:11434/api/generate` If this points at an external API, prefix it with `htt…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST http://127.0.0.1:11434/api/generate (ts/src/nougen_shards/auto_research.ts:70)
`ts/src/nougen_shards/auto_research.ts:70` calls `POST http://127.0.0.1:11434/api/generate` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http:/127.0.0.1:11434/api/generate` If this points at an external API, prefi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://openrouter.ai/api/v1/chat/completions (ts/src/nougen_shards/openrouter_mcp_client.ts:113)
`ts/src/nougen_shards/openrouter_mcp_client.ts:113` calls `POST https://openrouter.ai/api/v1/chat/completions` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/openrouter.ai/api/v1/chat/completions` If this poi…
Dangling fetchFetch
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — ts/src/app/Hud.tsx:34
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — ts/src/app/server.ts:314
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — ts/src/nougen_shards/openrouter_mcp_client.ts:113
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .mcp.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.
.mcp.json VerificationMcp config
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 ci, lockfile. 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 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 security security conf 1.00 Insecure pattern 'node_child_process' in ts/src/app/server.ts:17
Found a known-risky pattern (node_child_process). Review and replace if possible.
ts/src/app/server.ts:17 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in ts/src/nougen_shards/handoff.ts:8
Found a known-risky pattern (node_child_process). Review and replace if possible.
ts/src/nougen_shards/handoff.ts:8 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in ts/src/nougen_shards/keymaker.ts:6
Found a known-risky pattern (node_child_process). Review and replace if possible.
ts/src/nougen_shards/keymaker.ts:6 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in ts/src/nougen_shards/nougen_sandbox.ts:5
Found a known-risky pattern (node_child_process). Review and replace if possible.
ts/src/nougen_shards/nougen_sandbox.ts:5 Node child process
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in autonomous_harden.py:27
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
autonomous_harden.py:27 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — app.py:130
`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 — autonomous_harden.py:27
`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 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 Integrity conf 1.00 25 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `APPDATA`, `CLAUDECODE`, `CLAUDE_CODE`, `CLAUDE_CODE_ENTRYPOINT`, `GEMINI_API_KEY`, `HOME`, `NOUGEN_AGENT`, `NOUGEN_ALLOW_PLAINTEXT_VAULT` + 17 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
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 589 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 Docker base image is tag-pinned but not digest-pinned: python:3.10-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:4 containersPinned dependencies
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/nougen_shards/handoff.py:list_handoffs, src/nougen_shards/handoff.py:show_latest_handoff 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 separa…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/nougen_shards/models_client.py:find_best_edge_model, src/nougen_shards/models_client.py:find_best_edge_model, src/nougen_shards/models_client.py:find_best_edge_model This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — s…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: tools/substrate_summary.py:get_vault_dir, tools/metameric_deep_sweep.py:get_vault_dir, tools/migrate_to_binary.py:get_vault_dir, tools/hydrate_ctx_mode.py:get_vault_dir This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — se…
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: src/nougen_shards/models_client.py:is_alive, src/nougen_shards/models_client.py:is_alive, src/nougen_shards/models_client.py:is_alive, src/nougen_shards/models_client.py:is_alive This is *the* AI-coder failure mode (4× more duplication in vibe-coded …
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: src/nougen_shards/models_client.py:list_models, src/nougen_shards/models_client.py:list_models, src/nougen_shards/models_client.py:list_models, src/nougen_shards/models_client.py:list_models This is *the* AI-coder failure mode (4× more duplication in…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: ts/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
ts/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `is_legacy` in tools/migrate_to_binary.py:71
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: check_subscription
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/billing.py:51
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_auth
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:83
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_brain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_chat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:169
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_connect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:608
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_dashboard
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:688
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_db
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:511
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_doctor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:856
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_dream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:650
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_evolve
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:667
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_handoff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:911
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:621
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_models
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:532
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_router
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:431
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/cli.py:336
low System graph software Dead code conf 1.00 Possibly dead Python function: cosine_similarity
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/core.py:245
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_transcript
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: gr_search
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: log_usage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/billing.py:75
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_payload_anchors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/kronos_temporal_engine.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: register_access_event
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/kronos_temporal_engine.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: run_recon
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:74
low System graph software Dead code conf 1.00 Possibly dead Python function: synthesize_temporal_profile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/kronos_temporal_engine.py:103
low System graph software Dead code conf 1.00 Possibly dead Python function: to_kwargs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/nougen_shards/models_client.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: verify_token
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:35
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 — ts/src/app/server.ts:390
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 — ts/src/examples/demo.ts:78
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 — ts/src/nougen_shards/auto_research.ts:121
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 — ts/src/nougen_shards/brain_scan/reporters.ts:20
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 — ts/src/nougen_shards/cli.ts:126
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 — ts/src/nougen_shards/evolution.ts:44
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 — ts/src/nougen_shards/handoff.ts:63
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 — ts/src/nougen_shards/history.ts:73
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 — ts/src/nougen_shards/keymaker.ts:186
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 — ts/src/nougen_shards/models_client.ts:741
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 — ts/src/nougen_shards/openrouter_mcp_client.ts:140
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 — ts/src/test/nougen_context.test.ts:41
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
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