AI Slop Code RIsk Monitor

justlovemaki/AIClient2API

Self-hosted multi-protocol AI API proxy for Antigravity, Codex, Grok, Kiro, OpenAI, Claude, and custom providers. Supports OpenAI-compatible API, Claude API, Gemini protocol conversion, GPT, Grok Build, Claude Opus, Gemini Pro, Kimi, MiniMax, provider pools, smart routing, and automatic failover.

5.3 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for justlovemaki/AIClient2API, a JavaScript project with 8,868 GitHub stars. SynthScan examined 120,054 lines of code across 213 source files, recording 380 pattern matches distributed across 10 syntactic categories. The legacy adjusted pattern signal is 5.3 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

5.3
Adjusted Signal
5.3
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
8.9K
Stars
JavaScript
Language
120.1K
Lines of Code
213
Files
380
Pattern Hits
2026-10-12
Scan Date
0.17
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 16.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 329 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.8/100 · LOW

Are imports declared and package/API names verified? 37 finding(s).

Agent Over-Engineering Ratio 13.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 299 finding(s).

PR Review Velocity Impact 23.7/100 · LOW

Which changes need focused human review? 380 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 37MEDIUM 42LOW 301

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 380 distinct pattern matches across 10 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers285 hits · 292 pts
SeverityFileLineSnippetContext
LOWstatic/index.html100 function updateRoutingExamplesURLs() {CODE
LOWstatic/app/access-manager.js313function renderSnippetProviderOptions(data, configMap) {CODE
LOW⚡static/app/provider-manager.js1768function getCodexExternalImportMeta(source) {CODE
LOWstatic/app/provider-manager.js41function updateProvidersHandoffSummary(providers = {}, supportedProviders = []) {CODE
LOWstatic/app/provider-manager.js90async function refreshProvidersHandoffSummary(providers = {}, supportedProviders = []) {CODE
LOWstatic/app/provider-manager.js591function renderProviderStatusOverview(providers, configMap, sortedProviderTypes) {CODE
LOWstatic/app/provider-manager.js693function updateProviderStatsDisplay(activeProviders, healthyProviders, totalAccounts) {CODE
LOWstatic/app/provider-manager.js813function showAddGitHubCopilotPatModal() {CODE
LOWstatic/app/provider-manager.js1031function showCodexAuthMethodSelector(providerType) {CODE
LOWstatic/app/provider-manager.js1123function showCodexBatchImportModal(providerType) {CODE
LOWstatic/app/provider-manager.js1419function showGrokCliAuthMethodSelector(providerType) {CODE
LOWstatic/app/provider-manager.js1488function showGrokCliBatchImportModal(providerType) {CODE
LOWstatic/app/provider-manager.js1804function getCodexExternalImportStats(source, data) {CODE
LOWstatic/app/provider-manager.js1837function showCodexExternalImportModal(providerType, source) {CODE
LOWstatic/app/provider-manager.js2092function showGrokAuthMethodSelector(providerType) {CODE
LOWstatic/app/provider-manager.js2439function showKiroAuthMethodSelector(providerType) {CODE
LOWstatic/app/provider-manager.js2536function showGeminiAuthMethodSelector(providerType) {CODE
LOWstatic/app/provider-manager.js2610function showGeminiBatchImportModal(providerType) {CODE
LOWstatic/app/provider-manager.js3562 function validateAndPreview() {CODE
LOWstatic/app/provider-manager.js3595 function validateAndShowResult() {CODE
LOWstatic/app/provider-manager.js4775async function restartServiceAfterUpdate() {CODE
LOWstatic/app/provider-manager.js4823function showAddProviderGroupModal(defaultBaseType = null) {CODE
LOWstatic/app/language-switcher.js45function bindLanguageSwitcherEvents() {CODE
LOWstatic/app/usage-manager.js15export function updateUsageProviderConfigs(configs) {CODE
LOWstatic/app/usage-manager.js149export async function refreshSingleInstanceUsage(providerType, uuid, displayName) {CODE
LOWstatic/app/usage-manager.js283function updateSingleProviderGroup(providerType, providerData) {CODE
LOWstatic/app/config-manager.js12function getSelectedModelProviders() {CODE
LOWstatic/app/config-manager.js39function updateConfigHandoffSummary() {CODE
LOWstatic/app/config-manager.js244function updateConfigProviderConfigs(configs) {CODE
LOWstatic/app/event-handlers.js288function handleGeminiCredsTypeChange(event) {CODE
LOWstatic/app/event-handlers.js306function handleKiroCredsTypeChange(event) {CODE
LOWstatic/app/event-handlers.js439function handleProviderPoolsConfigChange(event) {CODE
LOWstatic/app/event-handlers.js459function handleProviderPasswordToggle(button) {CODE
LOWstatic/app/upload-config-manager.js386function fallbackCopyTextToClipboard(text) {CODE
LOWstatic/app/upload-config-manager.js1365function updateProviderFilterOptions(providerConfigs) {CODE
LOWstatic/app/tutorial-manager.js23function updateTutorialProviderConfigs(configs) {CODE
LOWstatic/app/models-manager.js19function updateModelsProviderConfigs(configs) {CODE
LOWstatic/app/modal.js52function renderSupportedModelsValue(models = []) {CODE
LOWstatic/app/modal.js67function getSupportedModelsContainer(uuid) {CODE
LOWstatic/app/modal.js71function setSupportedModelsSelection(uuid, models, options = {}) {CODE
LOWstatic/app/modal.js94function resetSupportedModelsSelection(uuid) {CODE
LOWstatic/app/modal.js100function renderSupportedModelsSection(provider) {CODE
LOWstatic/app/modal.js132function collectDraftProviderConfig(providerDetail, providerType, uuid) {CODE
LOWstatic/app/modal.js164function closeSupportedModelsPicker(overlay) {CODE
LOWstatic/app/modal.js174function showSupportedModelsPickerModal(providerType, uuid, detectedModels, currentSelectedModels = []) {CODE
LOWstatic/app/modal.js342async function openSupportedModelsPicker(providerType, uuid, event) {CODE
LOWstatic/app/modal.js716function renderProviderListPaginated(providers, page) {CODE
LOWstatic/app/modal.js743async function loadModelsForProviderType(providerType, providers) {CODE
LOWstatic/app/modal.js1868function bindAddFormPasswordToggleListeners(form) {CODE
LOWstatic/app/modal.js2257function renderNotSupportedModelsSelector(uuid, models, notSupportedModels = []) {CODE
LOWsrc/core/config-manager.js26function normalizeRequestBodyMaxBytes(config) {CODE
LOWsrc/core/config-manager.js43function normalizeConfiguredProviders(config) {CODE
LOWsrc/core/config-manager.js336export async function getSystemPromptFileContent(filePath) {CODE
LOWsrc/core/plugin-security.js60export function normalizePluginArchiveEntryName(entryName, pluginId) {CODE
LOWsrc/core/plugin-security.js104export function validatePluginTextContent(content, label = 'plugin file') {CODE
LOWsrc/core/security-hardening.js232function handleProcessControlAttempt(target, operationName) {CODE
LOWsrc/core/security-hardening.js240function handleUserPluginProcessMutationAttempt(target, operationName) {CODE
LOWsrc/ui-modules/event-broadcast.js196export function handleUploadOAuthCredentials(req, res, options = {}) {CODE
LOWsrc/ui-modules/usage-api.js219function getProviderConfigFilePath(provider, providerType) {CODE
LOWsrc/ui-modules/usage-api.js293async function updateSingleInstanceInCache(providerType, uuid, instanceResult) {CODE
225 more matches not shown…
Magic Placeholder Names33 hits · 165 pts
SeverityFileLineSnippetContext
HIGHREADME-JA.md484 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME-JA.md497 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME-JA.md841- **リクエストヘッダー形式を確認**:リクエストに正しい形式のAuthorizationヘッダーが含まれていることを確認、例:`Authorization: Bearer your-api-key`CODE
HIGHREADME.md484 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME.md497 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME.md841- **Check Request Header Format**: Ensure the request contains the correct Authorization header format, such as `AuthoriCODE
HIGHREADME-ZH.md483 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME-ZH.md496 -H "Authorization: Bearer your-api-key" \CODE
HIGHREADME-ZH.md865- **检查请求头格式**:确保请求中包含正确格式的 Authorization 头,如 `Authorization: Bearer your-api-key`CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE.md27 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE.md68 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE-JA.md27 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE-JA.md68 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE-ZH.md27 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/OPENCLAW_CONFIG_GUIDE-ZH.md68 AICLIENT2API_KEY: "your-api-key"CODE
HIGHdocs/skills/aiclient-cli-usage.md44- **Header**: `Authorization: Bearer <YOUR_API_KEY>`CODE
HIGHdocs/skills/aiclient-cli-usage.md44- **Header**: `Authorization: Bearer <YOUR_API_KEY>`CODE
HIGHstatic/app/access-manager.js339 const resolvedApiKey = apiKey || 'YOUR_API_KEY';CODE
HIGHstatic/app/access-manager.js372 const resolvedApiKey = apiKey || 'YOUR_API_KEY';CODE
HIGHstatic/app/access-manager.js402 const resolvedApiKey = apiKey || 'YOUR_API_KEY';CODE
HIGHstatic/app/routing-examples.js365 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js377 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js405 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js414 -H "X-API-Key: YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js449 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js458 -H "X-API-Key: YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js470 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js479 -H "X-API-Key: YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js491 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js655 -H "Authorization: Bearer YOUR_API_KEY" \\CODE
HIGHstatic/app/routing-examples.js671 -H "X-API-Key: YOUR_API_KEY" \\CODE
HIGHstatic/components/section-guide.html161 -H "Authorization: Bearer YOUR_API_KEY" \CODE
HIGHstatic/components/section-tutorial.html227 "REQUIRED_API_KEY": "your-api-key",CODE
AI Slop Vocabulary21 hits · 63 pts
SeverityFileLineSnippetContext
MEDIUMstatic/app/i18n.js1343 // 'sponsors.vmcardDesc': '<strong>VMCard | Enterprise Payment Cards for AI Businesses</strong> is built for AI COMMENT
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…/openaiResponses/originalRequestBody1762500856556.json1{"model":"gpt-5-codex","instructions":"You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLICODE
MEDIUM⚡…/openaiResponses/originalRequestBody1762500856556.json1{"model":"gpt-5-codex","instructions":"You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLICODE
MEDIUM⚡…c/example/claude/originalRequestBody1762501795790.json1{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"<ide_opened_file>The CODE
MEDIUM⚡…c/example/claude/originalRequestBody1762501795790.json1{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"<ide_opened_file>The CODE
MEDIUM⚡…c/example/claude/originalRequestBody1762501795790.json1{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"<ide_opened_file>The CODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501497434.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"system","content":"You are a coding agent running in the Codex CLI, a teCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501497434.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"system","content":"You are a coding agent running in the Codex CLI, a teCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
MEDIUMsrc/convert/convert-old.js1670 // A more robust solution would involve tracking tool_use_ids to function names.COMMENT
MEDIUMsrc/convert/convert-old.js1832 // A more robust solution would involve tracking the function name from the tool_use block.COMMENT
Decorative Section Separators14 hits · 42 pts
SeverityFileLineSnippetContext
MEDIUMtls-sidecar/main.go25// ──────────────────────────────────────────────COMMENT
MEDIUMtls-sidecar/main.go38// ──────────────────────────────────────────────COMMENT
MEDIUMtls-sidecar/main.go66// ──────────────── uTLS RoundTripper ────────────────COMMENT
MEDIUMtls-sidecar/main.go174// ──────────────── Main ────────────────COMMENT
MEDIUMtls-sidecar/main.go216// ──────────────── Health ────────────────COMMENT
MEDIUMtls-sidecar/main.go224// ──────────────── Proxy Handler ────────────────COMMENT
MEDIUMtls-sidecar/main.go316// ──────────────── uTLS Dial ────────────────COMMENT
MEDIUMtls-sidecar/main.go360// ──────────────── Proxy Dialer ────────────────COMMENT
MEDIUMstatic/app/playground-manager.js14// ── DOM helpers ──────────────────────────────────────────────────────────────COMMENT
MEDIUMstatic/app/playground-manager.js36// ── Initialisation ───────────────────────────────────────────────────────────COMMENT
MEDIUMstatic/app/playground-manager.js126// ── Events ───────────────────────────────────────────────────────────────────COMMENT
MEDIUMstatic/app/playground-manager.js297// ── Chat logic ────────────────────────────────────────────────────────────────COMMENT
MEDIUMstatic/app/playground-manager.js665// ── UI helpers ────────────────────────────────────────────────────────────────COMMENT
MEDIUMstatic/app/playground-manager.js880// ── File handling ─────────────────────────────────────────────────────────────COMMENT
AI Response Leakage4 hits · 30 pts
SeverityFileLineSnippetContext
HIGH⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
HIGH⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
HIGH⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
HIGH⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
Slop Phrases7 hits · 15 pts
SeverityFileLineSnippetContext
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
LOW⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
LOW⚡…/openaiResponses/originalRequestBody1762500856556.json1{"model":"gpt-5-codex","instructions":"You are Codex, based on GPT-5. You are running as a coding agent in the Codex CLICODE
MEDIUM⚡…c/example/claude/originalRequestBody1762501795790.json1{"model":"claude-sonnet-4-5-20250929","messages":[{"role":"user","content":[{"type":"text","text":"<ide_opened_file>The CODE
LOW⚡…c/example/openai/originalRequestBody1762501497434.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"system","content":"You are a coding agent running in the Codex CLI, a teCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
LOW⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
Over-Commented Block8 hits · 8 pts
SeverityFileLineSnippetContext
LOWtls-sidecar/main.go21 "golang.org/x/net/http2"COMMENT
LOWsrc/providers/gemini/gemini-core.js141 // .map(p => p.text)COMMENT
LOWsrc/converters/strategies/OpenAIConverter.js481 const choice = openaiChunk.choices?.[0];COMMENT
LOWsrc/converters/strategies/OpenAIConverter.js501 // stop_reason: null,COMMENT
LOWsrc/converters/strategies/OpenAIConverter.js521 // const toolCalls = delta.tool_calls;COMMENT
LOWsrc/converters/strategies/OpenAIConverter.js541 // index: toolCall.index || 0,COMMENT
LOWsrc/converters/strategies/ClaudeConverter.js661COMMENT
LOWsrc/converters/strategies/ClaudeConverter.js1041COMMENT
Self-Referential Comments2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM⚡…c/example/gemini/originalRequestBody1762502075001.json1{"contents":[{"parts":[{"text":"<task>\n你好\n</task>"},{"text":"<environment_details>\n# VSCode Visible Files\nsrc\\conveCODE
MEDIUM⚡…c/example/openai/originalRequestBody1762501665376.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"user","content":"You are Kilo Code, a highly skilled software engineer wCODE
Modern AI Meta-Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM⚡…c/example/openai/originalRequestBody1762501497434.json1{"model":"ZhipuAI/GLM-4.6","messages":[{"role":"system","content":"You are a coding agent running in the Codex CLI, a teCODE
MEDIUMsrc/providers/claude/claude-kiro.js79// 描述里明确禁止调用它:否则模型(尤其被 agentic system prompt 引导时)会先说一句COMMENT
Fake / Example Data4 hits · 5 pts
SeverityFileLineSnippetContext
LOW⚡static/app/provider-manager.js1773 "email": "user@example.com",CODE
LOW⚡static/app/provider-manager.js1783 "name": "user@example.com",CODE
LOWstatic/app/provider-manager.js1531 "email": "user@example.com",CODE
LOWstatic/app/i18n.js2708 ['placeholder', 'title', 'aria-label', 'alt', 'href'].forEach(attributeName => {CODE