0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

18.4K

Stars

Language

256.9K

Lines of Code

7.4K

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 1.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 65 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 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 1.3/100 · LOW

Which changes need focused human review? 65 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 0LOW 65

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 65 distinct pattern matches across 3 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.

Over-Commented Block62 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW	gomod_test.go	1	package sqlc	COMMENT
LOW	cmd/sqlc-test-setup/v6to4/v6to4.c	1	// v6to4 is an LD_PRELOAD library that lets a program which insists on IPv6	COMMENT
LOW	internal/sqlcdebug/sqlcdebug.go	1	// Package sqlcdebug parses the SQLCDEBUG environment variable and exposes	COMMENT
LOW	internal/core/db.go	1	package core	COMMENT
LOW	internal/core/cache.go	21	// database/sql connection, which the serialization API needs.	COMMENT
LOW	internal/core/dialect.go	61		COMMENT
LOW	internal/core/seed/seed.go	1	// Package seed builds a core catalog for a SQL dialect from a declarative	COMMENT
LOW	internal/core/seed/seed.go	81		COMMENT
LOW	internal/core/seed/seed.go	101	CastCategories string `json:"cast_categories,omitempty"`	COMMENT
LOW	internal/core/seed/seed.go	121	// type argument, such as the max of nvarchar(max), and IdentArgs the	COMMENT
LOW	internal/goldeneye/cmd/goldeneye/main.go	1	// Command goldeneye generates the dialect seeds under	COMMENT
LOW	internal/goldeneye/cmd/goldeneye/main.go	61	// engine is one database goldeneye knows how to read a dialect from.	COMMENT
LOW	internal/goldeneye/clickhouse/clickhouse.go	1	// Package clickhouse generates the ClickHouse dialect seed under	COMMENT
LOW	internal/goldeneye/clickhouse/types.go	1	package clickhouse	COMMENT
LOW	internal/goldeneye/clickhouse/types.go	21	// {"name": "map", "args": [	COMMENT
LOW	internal/goldeneye/sqlite/sqlite.go	1	// Package sqlite generates the SQLite dialect seed under	COMMENT
LOW	internal/goldeneye/sqlite/sqlite.go	21	// over no rows.	COMMENT
LOW	internal/goldeneye/sqlite/signatures.go	1	package sqlite	COMMENT
LOW	internal/goldeneye/sqlite/bytecode.go	1	package sqlite	COMMENT
LOW	internal/goldeneye/sqlite/bytecode.go	21	// through the query tree to the column it is compared with.	COMMENT
LOW	internal/goldeneye/sqlite/install.go	21	// DefaultVersion is the SQLite release the dialect is generated from. It is	COMMENT
LOW	internal/goldeneye/sqlite/install.go	161	}	COMMENT
LOW	internal/goldeneye/mysql/mysql.go	1	// Package mysql generates the MySQL dialect seed under	COMMENT
LOW	internal/goldeneye/mysql/analyze.go	21	// with every parameter a user variable set to NULL, and each result	COMMENT
LOW	internal/goldeneye/duckdb/analyze.go	21		COMMENT
LOW	internal/goldeneye/duckdb/duckdb.go	1	// Package duckdb generates the DuckDB dialect seed under	COMMENT
LOW	internal/goldeneye/spanner/plan.go	1	package spanner	COMMENT
LOW	internal/goldeneye/spanner/spanner.go	1	// Package spanner generates the GoogleSQL dialect seed under	COMMENT
LOW	internal/goldeneye/spanner/analyze.go	21	// leaves undeclared, and the query plan. The metadata types a value the	COMMENT
LOW	internal/goldeneye/mssql/mssql.go	1	// Package mssql generates the SQL Server dialect seed under	COMMENT
LOW	internal/goldeneye/mssql/plan.go	1	package mssql	COMMENT
LOW	internal/goldeneye/mssql/analyze.go	21	// whether it can be NULL, and which table column it is read from. What	COMMENT
LOW	internal/cache/cache.go	1	// Package cache implements sqlc's on-disk cache, designed after Bazel's	COMMENT
LOW	internal/inflection/singular.go	21	// Manual fix for incorrect handling of "campus"	COMMENT
LOW	internal/docs/lint.go	1	// Package docs validates the documentation content contract for docs/.	COMMENT
LOW	internal/codegen/golang/duckdb_type.go	1	package golang	COMMENT
LOW	internal/codegen/golang/clickhouse_type.go	1	package golang	COMMENT
LOW	internal/codegen/golang/clickhouse_type.go	21	// Value method, and a {name:Type} placeholder is sent as text formatted	COMMENT
LOW	internal/codegen/golang/opts/override_test.go	21	"github.com/segmentio/ksuid",	COMMENT
LOW	internal/codegen/sdk/utils.go	21		COMMENT
LOW	…a/batch_parameter_limit/postgresql/pgx/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	internal/endtoend/testdata/cte_select_one/issue.md	1	# TODO	COMMENT
LOW	internal/endtoend/testdata/params_go_keywords/issue.md	1	# TODO	COMMENT
LOW	…ta/batch_parameter_type/postgresql/pgx/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	internal/endtoend/testdata/cte_recursive_union/issue.md	1	# TODO	COMMENT
LOW	…toend/testdata/batch/postgresql/pgx/v5/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	…toend/testdata/batch/postgresql/pgx/v4/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	…opyfrom_singlecolumn/postgresql/pgx/v5/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	…opyfrom_singlecolumn/postgresql/pgx/v4/go/query.sql.go	1	// Code generated by sqlc. DO NOT EDIT.	COMMENT
LOW	internal/opts/experiment.go	1	package opts	COMMENT
LOW	internal/opts/experiment.go	21	// SQLCEXPERIMENT=foo,bar # enable foo and bar experiments	COMMENT
LOW	internal/engine/postgresql/seed.go	21	// a live PostgreSQL 16 server by goldeneye (internal/goldeneye), which also	COMMENT
LOW	internal/engine/dolphin/convert.go	1521		COMMENT
LOW	internal/compiler/selector.go	1	package compiler	COMMENT
LOW	internal/x/expander/expander_test.go	41		COMMENT
LOW	internal/sql/preprocess/preprocess.go	1	// Package preprocess rewrites sqlc's query syntax into native SQL before any	COMMENT
LOW	internal/sql/astutils/rewrite.go	21		COMMENT
LOW	internal/sql/astutils/rewrite.go	61	// If p is a variable of type and value of the current parent node	COMMENT
LOW	internal/sql/format/format.go	1	package format	COMMENT
LOW	internal/sql/ast/comment.go	41	// line) or leads the code after it (its own line).	COMMENT
2 more matches not shown…

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	internal/opts/experiment.go	19	// Example usage:	COMMENT
LOW	pkg/cli/cli.go	4	// Example usage:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	internal/codegen/golang/opts/override_test.go	25	// TODO: Add test for struct pointers	COMMENT

sqlc-dev/sqlc

Open-Source Code Quality, Security and Technical Debt Review