AI Slop Code Risk Monitor

Mintimate/oh-my-rime

Name: Mintimate/oh-my-rime — Lua Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

The Simple Config Template Of Rime By Mintimate.

0.3 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for Mintimate/oh-my-rime, a Lua project with 5,014 GitHub stars. SynthScan examined 233,861 lines of code across 79 source files, recording 60 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 0.3 (Low 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.

0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

5.0K

Stars

Lua

Language

233.9K

Lines of Code

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? 60 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? 1 finding(s).

PR Review Velocity Impact 1.3/100 · LOW

Which changes need focused human review? 60 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 60

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 60 distinct pattern matches across 2 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 Block59 hits · 58 pts

Severity	File	Line	Snippet	Context
LOW	squirrel.yaml	1	# Squirrel settings	COMMENT
LOW	ibus_rime.yaml	21	cursor_type: insert	COMMENT
LOW	double_pinyin_sogou.schema.yaml	81	- simplifier@transcription_cc	COMMENT
LOW	double_pinyin_sogou.schema.yaml	101	#	COMMENT
LOW	double_pinyin_sogou.schema.yaml	161	codeLengthLimit_processor: 25	COMMENT
LOW	wubi98_mint.schema.yaml	61	- reverse_lookup_translator@rime_mint # 反查薄荷拼音	COMMENT
LOW	wubi98_mint.schema.yaml	81	# 通用日期时间格式化函数（供 /rq、/sj、/dt、N0101、N20150101 场景复用）	COMMENT
LOW	t9.schema.yaml	61	#时间：osj 或者 /sj	COMMENT
LOW	t9.schema.yaml	81	# y 两位年份 00-99 例：25	COMMENT
LOW	rime_mint.schema.yaml	81	# - reverse_lookup_translator # 反查模块，多标签情况下去除	COMMENT
LOW	rime_mint.schema.yaml	101	#大写N日期：N20250315 或者N0312不带年	COMMENT
LOW	rime_mint.schema.yaml	161	# 最大输入长度	COMMENT
LOW	double_pinyin_ziguang.schema.yaml	81	- simplifier@transcription_cc	COMMENT
LOW	double_pinyin_ziguang.schema.yaml	101	#	COMMENT
LOW	double_pinyin_ziguang.schema.yaml	161	# 最大输入长度	COMMENT
LOW	wubi86_jidian.schema.yaml	81	#日期+时间：odt 或者 /dt	COMMENT
LOW	wubi86_jidian.schema.yaml	101	# H 24小时（前导零） 00-23 例：08	COMMENT
LOW	wubi86_jidian.schema.yaml	141	excluded_types: [ reverse_lookup ] # 不转换反查（两分拼字）的内容	COMMENT
LOW	weasel.yaml	81	hilite_spacing: 6 # 候选项和相应标签的间距	COMMENT
LOW	rime_mint_flypy.schema.yaml	101	#时间戳：ott 或者 /tt	COMMENT
LOW	rime_mint_flypy.schema.yaml	121	# G 24小时（不带零） 0-23 例：8	COMMENT
LOW	rime_mint_flypy.schema.yaml	341	#- derive/uan$/Ⓡ/	COMMENT
LOW	double_pinyin_mspy.schema.yaml	81	- lua_filter@*reduce_english_filter # 将部分英文候选调整到指定位置	COMMENT
LOW	double_pinyin_mspy.schema.yaml	101	# 约定占位符：	COMMENT
LOW	double_pinyin_mspy.schema.yaml	161	codeLengthLimit_processor: 25	COMMENT
LOW	double_pinyin_flypy.schema.yaml	101	#日期：orq 或者 /rq	COMMENT
LOW	double_pinyin_flypy.schema.yaml	121	# n 月（不带前导零） 1-12 例：2	COMMENT
LOW	double_pinyin_flypy.schema.yaml	201		COMMENT
LOW	double_pinyin_abc.schema.yaml	81	- simplifier@transcription_cc	COMMENT
LOW	double_pinyin_abc.schema.yaml	101	#	COMMENT
LOW	double_pinyin_abc.schema.yaml	161	# 最大输入长度	COMMENT
LOW	double_pinyin.schema.yaml	81	- simplifier@emoji_suggestion	COMMENT
LOW	double_pinyin.schema.yaml	101	# [[...]] —— 区块整体按字面量输出	COMMENT
LOW	double_pinyin.schema.yaml	161		COMMENT
LOW	terra_pinyin.schema.yaml	81	#农历：onl 或者 /nl	COMMENT
LOW	terra_pinyin.schema.yaml	101	# d 日（前导零） 01-31 例：09	COMMENT
LOW	default.yaml	21	# 以下方案薄荷进行了适配，但是没有激活	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	1	# Rime dictionary	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	3301	certifications certifications	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	4961	crypto crypto	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	5221	# db db	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	6381	dryer dryer	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	9861	# hrs hrs	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	11421	# kudoz kudoz	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	12921	metropolis metropolis	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	13161	mixed mixed	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	13421	movies movies	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	13441	# msa msa	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	13821	# nfl nfl	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	14021	novelty novelty	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	16401	PVC PVC	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	16661	raven raven	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	19461	squirt squirt	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	21541	# ua ua	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	22301	voyeurweb voyeurweb	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	22981	# wv wv	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	23001	# xda xda	COMMENT
LOW	dicts/rime_ice.en.dict.yaml	23021	# xpress xpress	COMMENT
LOW	dicts/other_kaomoji.dict.yaml	1	# Rime dictionary	COMMENT

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	lua/mint_calculator_translator.lua	907	local function calculateRegularPolygonArea(n, a)	CODE