3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-09-23

Last Push

27.7K

Stars

TypeScript

Language

41.5K

Lines of Code

235

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 8.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 54 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 9.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 41 finding(s).

PR Review Velocity Impact 12.5/100 · LOW

Which changes need focused human review? 73 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 0MEDIUM 19LOW 54

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 73 distinct pattern matches across 4 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.

Decorative Section Separators19 hits · 57 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/tools/search/x-search.ts	209	// ─── Tool definition ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	33	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	35	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	104	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	106	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	152	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	154	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	180	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/permissions/rules.ts	182	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	48	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	50	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	118	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	120	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	183	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	185	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	231	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	233	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	260	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/components/question-prompt.ts	262	// ──────────────────────────────────────────────────────────────────────────	COMMENT

Structural Annotation Overuse24 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	src/tools/finance/read-filings.ts	173	// Step 1: Plan ticker + filing types using structured output	COMMENT
LOW	src/tools/finance/read-filings.ts	246	// Step 2: Select and read filing content with canonical item names	COMMENT
LOW	src/tools/finance/screen-stocks.ts	123	// Step 1: Fetch screener metrics (cached after first call)	COMMENT
LOW	src/tools/finance/screen-stocks.ts	138	// Step 2: LLM structured output — translate natural language → filters	COMMENT
LOW	src/tools/finance/screen-stocks.ts	158	// Step 3: POST to screener API	COMMENT
LOW	src/agent/agent.ts	575	// Step 1: Memory flush	COMMENT
LOW	src/agent/agent.ts	601	// Step 2: Compaction	COMMENT
LOW	src/agent/agent.ts	654	// Step 3: Fallback — truncate oldest rounds	COMMENT
LOW	src/skills/write-memo/SKILL.md	25	## Step 1: Frame the Trade	COMMENT
LOW	src/skills/write-memo/SKILL.md	37	## Step 2: Gather Data (Parallel)	COMMENT
LOW	src/skills/write-memo/SKILL.md	72	## Step 3: Build Scenarios	COMMENT
LOW	src/skills/write-memo/SKILL.md	90	## Step 4: Optional DCF Anchor	COMMENT
LOW	src/skills/write-memo/SKILL.md	94	## Step 5: Draft Memo Content	COMMENT
LOW	src/skills/write-memo/SKILL.md	142	## Step 6: Self-Critique Pass (Mandatory)	COMMENT
LOW	src/skills/write-memo/SKILL.md	154	## Step 7: Render HTML	COMMENT
LOW	src/skills/write-memo/SKILL.md	167	## Step 8: Report to Chat	COMMENT
LOW	src/skills/dcf/SKILL.md	23	## Step 1: Gather Financial Data	COMMENT
LOW	src/skills/dcf/SKILL.md	62	## Step 2: Calculate FCF Growth Rate	COMMENT
LOW	src/skills/dcf/SKILL.md	72	## Step 3: Estimate Discount Rate (WACC)	COMMENT
LOW⚡	src/skills/dcf/SKILL.md	87	## Step 4: Project Future Cash Flows	COMMENT
LOW⚡	src/skills/dcf/SKILL.md	93	## Step 5: Calculate Present Value	COMMENT
LOW⚡	src/skills/dcf/SKILL.md	97	## Step 6: Sensitivity Analysis	COMMENT
LOW⚡	src/skills/dcf/SKILL.md	101	## Step 7: Validate Results	COMMENT
LOW	src/skills/dcf/SKILL.md	116	## Step 8: Output Format	COMMENT

Hyper-Verbose Identifiers22 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	src/tools/registry.ts	263	export function buildCompactToolDescriptions(model: string): string {	CODE
LOW	src/tools/fetch/utils.ts	153	export async function getWithPermittedRedirects(	CODE
LOW	src/tools/finance/formatters.ts	148	export function formatHistoricalKeyRatios(data: unknown, args?: Rec): string {	CODE
LOW	src/tools/finance/formatters.ts	251	export function formatBeneficialOwnership(data: unknown): string {	CODE
LOW	src/tools/finance/formatters.ts	264	export function formatInstitutionalHoldings(data: unknown, args?: Rec): string {	CODE
LOW	src/memory/temporal-decay.ts	28	export function calculateTemporalDecayMultiplier(params: {	CODE
LOW	src/utils/model.ts	52	export function getDefaultModelForProvider(providerId: string): string \| undefined {	CODE
LOW	src/utils/tokens.ts	39	export function getEffectiveContextWindow(model: string): number {	CODE
LOW	src/utils/env.ts	16	export function checkApiKeyExistsForProvider(providerId: string): boolean {	CODE
LOW⚡	src/utils/env.ts	112	export function getSearchProviderDisplayName(providerId: SearchProviderId): string {	CODE
LOW⚡	src/utils/env.ts	116	export function getApiKeyNameForSearchProvider(providerId: SearchProviderId): string {	CODE
LOW⚡	src/utils/env.ts	120	export function checkApiKeyForSearchProvider(providerId: SearchProviderId): boolean {	CODE
LOW⚡	src/utils/env.ts	124	export function saveApiKeyForSearchProvider(providerId: SearchProviderId, apiKey: string): boolean {	CODE
LOW	src/agent/compact.ts	154	export function buildCompactSummaryMessage(summary: string): string {	CODE
LOW	src/components/select-list.ts	57	export function createSearchProviderSelector(	CODE
LOW	src/components/select-list.ts	117	export function createApiKeyConfirmSelector(onConfirm: (wantsToSet: boolean) => void) {	CODE
LOW	src/model/llm.ts	281	function annotateSystemMessageForCaching(messages: BaseMessage[]): BaseMessage[] {	CODE
LOW	src/skills/registry.ts	107	export function buildSkillMetadataSection(): string {	CODE
LOW	src/gateway/access-control.ts	95	export async function checkInboundAccessControl(params: {	CODE
LOW	src/gateway/group/history-buffer.ts	44	export function getAndClearGroupHistory(groupId: string): GroupHistoryEntry[] {	CODE
LOW	src/gateway/group/history-buffer.ts	54	export function formatGroupHistoryContext(params: {	CODE
LOW	src/gateway/channels/whatsapp/auth-store.ts	40	export function maybeRestoreCredsFromBackup(authDir: string): void {	CODE

Verbosity Indicators8 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	src/tools/finance/read-filings.ts	173	// Step 1: Plan ticker + filing types using structured output	COMMENT
LOW	src/tools/finance/read-filings.ts	246	// Step 2: Select and read filing content with canonical item names	COMMENT
LOW	src/tools/finance/screen-stocks.ts	123	// Step 1: Fetch screener metrics (cached after first call)	COMMENT
LOW	src/tools/finance/screen-stocks.ts	138	// Step 2: LLM structured output — translate natural language → filters	COMMENT
LOW	src/tools/finance/screen-stocks.ts	158	// Step 3: POST to screener API	COMMENT
LOW	src/agent/agent.ts	575	// Step 1: Memory flush	COMMENT
LOW	src/agent/agent.ts	601	// Step 2: Compaction	COMMENT
LOW	src/agent/agent.ts	654	// Step 3: Fallback — truncate oldest rounds	COMMENT

virattt/dexter

Open-Source Code Quality, Security and Technical Debt Review