AI Slop Code Risk Monitor

mbadolato/iTerm2-Color-Schemes

Name: mbadolato/iTerm2-Color-Schemes — Shell 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).

Our next-generation, interactive app is currently in beta! Come try it out at terminalthemes.com! Over 850 terminal color schemes/themes for iTerm, with ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remmina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, Windows, Visual Studio,, Ghostty, and dozens more

0.2 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for mbadolato/iTerm2-Color-Schemes, a Shell project with 27,306 GitHub stars. SynthScan examined 357,482 lines of code across 12944 source files, recording 57 pattern matches distributed across 10 syntactic categories. The legacy adjusted pattern signal is 0.2 (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.

0.2

Adjusted Signal

0.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

27.3K

Stars

Shell

Language

357.5K

Lines of Code

12.9K

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 0.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 39 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 31 finding(s).

PR Review Velocity Impact 1.0/100 · LOW

Which changes need focused human review? 57 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 1MEDIUM 4LOW 52

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 57 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 Identifiers25 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	tools/generate_screenshots_readme.py	41	def generate_screenshots_readme():	CODE
LOW	tools/test_set_license.py	51	def test_repository_file_round_trips_unchanged(self) -> None:	STRING
LOW	tools/test_set_license.py	55	def test_set_adds_in_alphabetical_order(self) -> None:	STRING
LOW⚡	tools/test_set_license.py	67	def test_set_replaces_an_existing_entry(self) -> None:	STRING
LOW⚡	tools/test_set_license.py	73	def test_rename_keeps_the_entry(self) -> None:	STRING
LOW⚡	tools/test_set_license.py	79	def test_remove_deletes_the_entry(self) -> None:	STRING
LOW⚡	tools/test_set_license.py	84	def test_invalid_input_leaves_the_file_untouched(self) -> None:	STRING
LOW	tools/wcag_check.py	362	def print_single_scheme_results(	STRING
LOW	tools/wcag_check.py	379	def print_bulk_console_results(	STRING
LOW⚡	tools/test_preview_theme.py	22	def test_scheme_renders_hex_values(self) -> None:	CODE
LOW⚡	tools/test_preview_theme.py	31	def test_clear_flag_clears_screen(self) -> None:	CODE
LOW⚡	tools/test_preview_theme.py	36	def test_no_osc_palette_sequences(self) -> None:	CODE
LOW	tools/test_preview_theme.py	48	def test_missing_scheme_exits_nonzero(self) -> None:	CODE
LOW	tools/test_preview_theme.py	53	def test_static_mode_uses_truecolor(self) -> None:	CODE
LOW	tools/test_check_licenses.py	60	def test_repository_licenses_file_is_valid(self) -> None:	STRING
LOW⚡	tools/test_check_licenses.py	76	def test_entry_without_scheme_fails(self) -> None:	STRING
LOW⚡	tools/test_check_licenses.py	81	def test_invalid_license_fails(self) -> None:	STRING
LOW⚡	tools/test_check_licenses.py	86	def test_invalid_source_and_extra_key_fail(self) -> None:	STRING
LOW⚡	tools/test_check_licenses.py	94	def test_expressions_of_listed_identifiers_are_allowed(self) -> None:	STRING
LOW⚡	tools/test_check_licenses.py	99	def test_expressions_with_an_unlisted_part_are_refused(self) -> None:	STRING
LOW	tools/test_check_licenses.py	113	def test_gen_redistributable_skips_unknown_and_nonfree(self) -> None:	STRING
LOW⚡	tools/test_wcag_check.py	27	def test_single_existing_scheme(self) -> None:	CODE
LOW⚡	tools/test_wcag_check.py	33	def test_missing_scheme_exits_nonzero(self) -> None:	CODE
LOW⚡	tools/test_wcag_check.py	38	def test_yaml_stem_without_itermcolors_hints_gen_py(self) -> None:	CODE
LOW⚡	tools/test_wcag_check.py	48	def test_bulk_mode_still_runs(self) -> None:	CODE

Unused Imports11 hits · 11 pts

Severity	File	Line	Context
LOW	tools/gen.py	45	CODE
LOW	tools/check_licenses.py	12	CODE
LOW	tools/set_license.py	16	CODE
LOW	tools/preview_theme/terminal.py	3	CODE
LOW	tools/preview_theme/render.py	3	CODE
LOW	tools/preview_theme/__init__.py	3	CODE
LOW	tools/preview_theme/cli.py	4	CODE
LOW	tools/preview_theme/loader.py	3	CODE
LOW	tools/preview_theme/colors.py	3	CODE
LOW	tools/screenshot_gen/renderer.py	1	CODE
LOW	tools/screenshot_gen/__main__.py	3	CODE

Deep Nesting8 hits · 8 pts

Severity	File	Line	Context
LOW	tools/wcag_check.py	188	CODE
LOW	tools/wcag_check.py	226	CODE
LOW	tools/wcag_check.py	267	CODE
LOW	tools/gen.py	440	CODE
LOW	tools/preview_theme/cli.py	27	CODE
LOW	tools/preview_theme/cli.py	47	CODE
LOW	tools/screenshot_gen/renderer.py	67	CODE
LOW	tools/screenshot_gen/__main__.py	33	CODE

Excessive Try-Catch Wrapping4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/wcag_check.py	311	except Exception as e:	STRING
MEDIUM	tools/wcag_check.py	312	print(f"Error parsing {file_path.name}: {e}", file=sys.stderr)	STRING
MEDIUM	tools/check_licenses.py	159	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/set_license.py	114	print(f"Error: {e}", file=sys.stderr)	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tools/iterm2terminal.py	5	# Usage:	COMMENT
LOW	tools/terminal2iterm.py	5	# Usage:	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/create-release.yml	104	# Create a complete archive	COMMENT

Cross-Language Confusion1 hit · 2 pts

Severity	File	Line	Snippet	Context
HIGH	tools/wcag_check.py	284	f'YAML source exists; run `cd tools && python gen.py -s "{name}"` first.',	STRING

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	licenses.yml	1	# Licence of every colour scheme in this repository, one entry per scheme.	COMMENT
LOW	yaml/Outrun Electric.yml	1	# Outrun Electric	COMMENT

Modern Structural Boilerplate2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tools/set_license.py	60	def set_entry(entries: dict[str, str], name: str, license_id: str, source: str, note: str \| None) -> None:	CODE
LOW	tools/preview_theme/__init__.py	5	__all__ = ["render_preview"]	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tools/gen.py	158	# TODO: this should probably be removed, and just use the quantized sRGB values directly,	COMMENT