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rajkaria/hunch

https://github.com/rajkaria/hunch · scanned 2026-06-15 23:46 UTC (2 months, 4 weeks ago)

114 raw signals (9 security + 105 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 4 weeks ago · v1 · 110 actionable findings from 2 signal sources. 12 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
71.3
/100
Security checks
71
5 findings
System graph
71
88.9% cov · 105 findings
Critical
0
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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 0 High 3 Medium 21 Low 14 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 5 System graph 105 Crowd 0 Layer: Quality 60 Software 3 Api 1 Frontend 42 Security 4
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Scan summary Repository scanned at 71.3/100 with 88.9% coverage. It contains 4465 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 105 findings — concentrated in quality (55), frontend (42), security (4). Risk profile is high: 0 critical, 1 high, 18 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 38 of 110 actionable findings. 122 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 Security checks quality Practices conf 0.84 Foundry mined bad chains: rajkaria/hunch
Comment chain pattern product: bad_chains Repo: rajkaria/hunch Thread: rajkaria/hunch#5 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_has_verifica…
high Security checks quality Quality conf 0.76 2 occurrences Foundry mined schema ui api mismatch: rajkaria/hunch
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…
2 occurrences
repo-level (2 hits)
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:5 SecretsClaude instruction
medium Security checks quality Practices conf 0.62 4 occurrences Foundry mined assumption checks: rajkaria/hunch
Comment chain pattern product: assumption_checks Repo: rajkaria/hunch Thread: rajkaria/hunch#6 Outcome: claimed_resolved_unverified 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_has_ve…
4 occurrences
repo-level (4 hits)
medium Security checks quality maintenance conf 0.70 4 occurrences Foundry mined blueprint gap alignment: rajkaria/hunch
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: …
4 occurrences
repo-level (4 hits)
medium Security checks quality Practices conf 0.70 6 occurrences Foundry mined unresolved feedback: rajkaria/hunch
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: weak…
6 occurrences
repo-level (6 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — public/sw.js:27
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 — src/app/agents/x402-cloud/page.tsx:170
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 — src/app/markets/MarketExplorer.tsx:558
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 — src/components/PrivyProviders.tsx:147
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 — src/lib/agent-reserve-guard.ts:244
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 — src/lib/base-settlement.ts:205
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 — src/lib/http.ts:62
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 — src/lib/oauth2-twitter.ts:96
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 — src/lib/use-authenticated-fetch.ts:13
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 — test/agent-webhook-delivery.test.ts:164
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 — test/service-worker.test.ts:10
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: aeon-skill-pack/skills/hunch-intel/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.
aeon-skill-pack/skills/hunch-intel/SKILL.md VerificationSkill file
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 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 'cors_wildcard' in src/app/api/mcp/route.ts:87
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
src/app/api/mcp/route.ts:87 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in src/lib/agent-http.ts:26
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
src/lib/agent-http.ts:26 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in src/lib/partner-api.ts:355
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
src/lib/partner-api.ts:355 Cors wildcard
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 98 placeholder/mock markers across 40 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 20 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ARC_BUILDER_CODE`, `ARC_EXPLORER_URL`, `ARC_RPC_URL`, `HUNCH_AGENT_PLATFORM`, `HUNCH_AGENT_TRADING_DISABLED`, `HUNCH_API_BASE`, `HUNCH_ARBITRUM_RAIL`, `HUNCH_MAX_POOL_IMPACT_BPS` + 12 more. Add them (with a placeholder/comment) to .env.example so …
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 13 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 Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: sdk/python/hunch_agent/client.py:markets, sdk/python/hunch_agent/client.py:market 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 separate.
duplicatesduplication
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: packages/hunch-agent-sdk/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.
packages/hunch-agent-sdk/package.json LockfileReproducibilityGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: poll
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdk/python/hunch_agent/client.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: positions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdk/python/hunch_agent/client.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: proof
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdk/python/hunch_agent/client.py:119
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 — src/app/agents/x402-cloud/page.tsx:174
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/logger.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 — test/x-mention-stream-worker.test.ts:10
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: src/app/markets/MarketExplorer.tsx (1268 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/core/resolver-registry.ts (1739 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/core/standalone-market.ts (6191 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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