AI Slop Code Risk Monitor

iDvel/rime-ice

Name: iDvel/rime-ice — 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).

Rime 配置：雾凇拼音 | 长期维护的简体词库

0.6 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for iDvel/rime-ice, a Lua project with 19,975 GitHub stars. SynthScan examined 123,740 lines of code across 129 source files, recording 76 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 0.6 (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.

0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

20.0K

Stars

Lua

Language

123.7K

Lines of Code

129

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 3.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 76 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 3.0/100 · LOW

Which changes need focused human review? 76 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 76

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 76 distinct pattern matches across 1 syntactic category. 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 Block76 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW	symbols_v.yaml	1	# Rime's symbols	COMMENT
LOW	squirrel.yaml	1	# Squirrel settings	COMMENT
LOW	squirrel.yaml	21	config_version: '2026-01-31' # 对应的鼠须管版本: 1.1.2	COMMENT
LOW	double_pinyin_jiajia.schema.yaml	1	# Rime schema	COMMENT
LOW	rime_ice.schema.yaml	301		COMMENT
LOW	rime_ice.schema.yaml	321	# - derive/^g/k/	COMMENT
LOW	rime_ice.schema.yaml	341	# - derive/ong$/eng/	COMMENT
LOW	rime_ice.schema.yaml	381	# - derive/([wrtypsdfghklzcbnm])an$/$1na/ # dna → dan	COMMENT
LOW	double_pinyin_sogou.schema.yaml	1	# Rime schema	COMMENT
LOW	t9.schema.yaml	1	# Rime schema	COMMENT
LOW	README.md	41	bash rime-install iDvel/rime-ice:others/recipes/config:schema=double_pinyin_flypy	COMMENT
LOW	double_pinyin_ziguang.schema.yaml	1	# Rime schema	COMMENT
LOW	weasel.yaml	1	# Weasel settings	COMMENT
LOW	weasel.yaml	21	firefox.exe:	COMMENT
LOW	weasel.yaml	101	hilite_spacing: 6 # 候选项和相应标签的间距	COMMENT
LOW	double_pinyin_mspy.schema.yaml	1	# Rime schema	COMMENT
LOW	double_pinyin_flypy.schema.yaml	1	# Rime schema	COMMENT
LOW	double_pinyin_abc.schema.yaml	1	# Rime schema	COMMENT
LOW	double_pinyin.schema.yaml	1	# Rime schema	COMMENT
LOW	custom_phrase.txt	1	# Rime table	COMMENT
LOW	default.yaml	61	# 切换中英：	COMMENT
LOW	default.yaml	81		COMMENT
LOW	default.yaml	101	# bindings:	COMMENT
LOW	default.yaml	221	- { when: composing, accept: Alt+Right, send: Shift+Right }	COMMENT
LOW	default.yaml	241	# - { when: always, select: .next, accept: Control+Shift+1 } # 在最近的两个方案之间切换	COMMENT
LOW	default.yaml	261	# - { when: composing, accept: Control+h, send: BackSpace }	COMMENT
LOW	default.yaml	301	# BackSpace 退格	COMMENT
LOW	default.yaml	321	# Control_L 左Ctrl	COMMENT
LOW	default.yaml	341	# Menu 菜单	COMMENT
LOW	default.yaml	361	# slash /	COMMENT
LOW	default.yaml	381	# KP_Enter 小键板回车	COMMENT
LOW	default.yaml	401	# KP_2 小键板2	COMMENT
LOW	others/emoji-map.txt	1	# Emoji 映射表	COMMENT
LOW	others/emoji-map.txt	601	# 👨‍❤️‍💋‍👨	COMMENT
LOW	others/emoji-map.txt	621	# 👩‍👩‍👦‍👦	COMMENT
LOW	…rs/iRime/iRime 全键盘/theme/iPhone_custom/port/theme.yaml	1	# Trime default style settings	COMMENT
LOW	…rs/iRime/iRime 全键盘/theme/iPhone_custom/port/theme.yaml	201	# 键盘类型需要在这里跳转，目前只支持下面的配置。	COMMENT
LOW	others/patch_examples/melt_eng.custom.yaml	1	patch:	COMMENT
LOW	others/patch_examples/radical_pinyin.custom.yaml	1	patch:	COMMENT
LOW	others/no_lua_schema/double_pinyin_jiajia.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/rime_ice.schema.yaml	201	delimiter: " '" # 第一位<空格>是拼音之间的分隔符；第二位<'>表示可以手动输入单引号来分割拼音。	COMMENT
LOW	others/no_lua_schema/rime_ice.schema.yaml	221	# - derive/ing$/in/	COMMENT
LOW	others/no_lua_schema/rime_ice.schema.yaml	261	- derive/^([nl])ue$/$1ve/	COMMENT
LOW	others/no_lua_schema/rime_ice.schema.yaml	281	# - derive/([qtpdjlxbnm])ian$/$1ain/	COMMENT
LOW	others/no_lua_schema/double_pinyin_sogou.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/double_pinyin_ziguang.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/double_pinyin_mspy.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/double_pinyin_flypy.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/double_pinyin_abc.schema.yaml	1	# Rime schema	COMMENT
LOW	others/no_lua_schema/double_pinyin.schema.yaml	1	# Rime schema	COMMENT
LOW	en_dicts/en.dict.yaml	1	# Rime dictionary	COMMENT
LOW	en_dicts/en.dict.yaml	4801	coward coward	COMMENT
LOW	en_dicts/en.dict.yaml	4981	# csa csa	COMMENT
LOW	en_dicts/en.dict.yaml	6401	drupelet drupelet	COMMENT
LOW	en_dicts/en.dict.yaml	9881	how how	COMMENT
LOW	en_dicts/en.dict.yaml	11061	# jg jg	COMMENT
LOW	en_dicts/en.dict.yaml	12961	Mexicans Mexicans	COMMENT
LOW	en_dicts/en.dict.yaml	13201	mixture mixture	COMMENT
LOW	en_dicts/en.dict.yaml	13461	# mp mp	COMMENT
LOW	en_dicts/en.dict.yaml	13481	# msgid msgid	COMMENT
16 more matches not shown…