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

WiseriaAI/pie-ai-agent

https://github.com/WiseriaAI/pie-ai-agent · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

173 raw signals (0 security + 173 graph)

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

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 168 actionable findings from 1 signal source. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
53.6
/100
Security checks
54
0 findings
System graph
54
77.8% cov · 168 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 2 Medium 30 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 168 Crowd 0 Layer: Frontend 20 Security 23 Cicd 4 Quality 121
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 53.6/100 with 77.8% coverage. It contains 2686 nodes across 1 cross-layer flows, written primarily in mixed languages. Engine surfaced 173 findings — concentrated in quality (121), security (23), frontend (20). Risk profile is high: 0 critical, 2 high, 30 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 38 of 168 actionable findings. 173 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.

medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — src/sidepanel/components/SessionRow.tsx:182
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — src/lib/images/crop-bbox.ts:8
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/openrouter-models-fetch.ts:36
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 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
pnpm/action-setup@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:40 CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/deploy-archive-pages.yml CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/sidepanel/components/SessionRow.tsx:182
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/sidepanel/components/SessionRow.tsx:182 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/archive/index.html:984
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/archive/index.html:984 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/content/quote/element-picker.ts:17
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/content/quote/element-picker.ts:17 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/content/quote/floating-bubble.ts:16
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/content/quote/floating-bubble.ts:16 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/lib/dom-actions/html-strip.ts:119
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/lib/dom-actions/html-strip.ts:119 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/lib/dom-actions/probe-core.ts:508
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/lib/dom-actions/probe-core.ts:508 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/check-i18n-hardcoded.mjs:1
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/check-i18n-hardcoded.mjs:1 Node child process
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 148 placeholder/mock markers across 42 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 32 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 cicd CI/CD security conf 1.00 6 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 6 locations
.github/workflows/deploy-archive-pages.yml:28, 31, 34, 40 (4 hits)
.github/workflows/release.yml:35, 45 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: eval/aggregate.py:load_json, eval/classify-failures.py:load 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 Integrity conf 1.00 Old/deprecated-named symbol `enabled_skills_migrated_v1` in src/lib/skills/__tests__/migration-enabled-v1.test.ts:17
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 quality Integrity conf 1.00 Old/deprecated-named symbol `enabled_skills_migrated_v1` in src/lib/skills/migration-enabled-v1.ts:1
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 quality Integrity conf 1.00 Old/deprecated-named symbol `sched_ws_old` in src/lib/schedules/run.starturl.test.ts:343
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 quality Integrity conf 1.00 Old/deprecated-named symbol `schedule_session_origin_backfilled_v1` in src/lib/sessions/migrate-schedule-session-origin.test.ts:10
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 quality Integrity conf 1.00 Old/deprecated-named symbol `schedule_session_origin_backfilled_v1` in src/lib/sessions/migrate-schedule-session-origin.ts:18
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 quality Integrity conf 1.00 Old/deprecated-named symbol `sessionB_legacy` in src/sidepanel/hooks/useSession/index.test.ts:673
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 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 — eval/runner/cli.ts:22
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/background/index.ts:1782
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/agent/loop.ts:1540
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/dom-actions/act-core.test.ts:101
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/dom-actions/act-core.ts:212
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/background/index.ts (1791 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/lib/agent/loop.test.ts (1969 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/lib/agent/loop.ts (2415 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/lib/dom-actions/probe-core.ts (1362 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/lib/sessions/storage.test.ts (1377 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/sidepanel/components/Chat.tsx (2246 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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/edd620b2-4072-46f3-b070-a26de042b053/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/edd620b2-4072-46f3-b070-a26de042b053/

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.