AI Slop Code RIsk Monitor

gdamore/tcell

Tcell is an alternate terminal package, similar in some ways to termbox, but better in others.

6.5 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for gdamore/tcell, a Go project with 5,225 GitHub stars. SynthScan examined 34,946 lines of code across 134 source files, recording 156 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 6.5 (Moderate 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.

6.5
Adjusted Signal
6.5
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
5.2K
Stars
Go
Language
34.9K
Lines of Code
134
Files
156
Pattern Hits
2026-10-12
Scan Date
0.06
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 27.7/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 156 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 24.4/100 · LOW

Which changes need focused human review? 156 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 8MEDIUM 0LOW 148

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 156 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 Block148 hits · 148 pts
SeverityFileLineSnippetContext
LOWmouse_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWstyle.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWencoding.go1// Copyright 2022 The TCell AuthorsCOMMENT
LOWencoding.go21 "golang.org/x/text/encoding"COMMENT
LOWencoding.go41// for "ISO8859-15".COMMENT
LOWcell_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWtty.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWcharset_unix.go1//go:build unixCOMMENT
LOWcolor.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWcolor.go21)COMMENT
LOWcolor.go41 // ColorValid is used to indicate the color value is actuallyCOMMENT
LOWcolor.go461 // ColorReset is used to indicate that the color should use theCOMMENT
LOWevent.go1// Copyright 2015 The TCell AuthorsCOMMENT
LOWcell_bench_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWwscreen.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWeastasian.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWscreen_bench_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWtscreen_win.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWscreen.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWscreen.go41 Fill(rune, Style)COMMENT
LOWscreen.go61 // PutStrStyled writes a string starting at the given position, usingCOMMENT
LOWscreen.go81 // The results are not displayed until Show() or Sync() is called.COMMENT
LOWscreen.go101 HideCursor()COMMENT
LOWscreen.go141 // Colors returns the number of colors. All colors are assumed toCOMMENT
LOWscreen.go161 Sync()COMMENT
LOWscreen.go181 // terminfo string are registered implicitly.COMMENT
LOWscreen.go201 // the View interface.COMMENT
LOWscreen.go221 // does not support application-initiated resizing, whereas the legacy terminal does.COMMENT
LOWscreen.go241 // data meaningfully. Terminals may prevent this for security reasons.COMMENT
LOWcharset_plan9.go1//go:build plan9COMMENT
LOWkey_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWresize_test.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWcolor_test.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWinput_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWcell.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWkey.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWkey.go21COMMENT
LOWkey.go61}COMMENT
LOWkey.go81// For letter keys, compare physical values against the lowercase aliasesCOMMENT
LOWinterrupt.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWconsole_mouse.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWmouse.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWmouse.go21// without any intervening button release. On some terminals only the initiatingCOMMENT
LOWwidth_bench_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWencoding_test.go1// Copyright 2022 The TCell AuthorsCOMMENT
LOWgpm_linux.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWinput.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWinput.go61)COMMENT
LOWscreen_test.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWdoc.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWtscreen.go1// Copyright 2026 The TCell AuthorsCOMMENT
LOWtscreen.go41// NewTerminfoScreen returns a Screen that uses the stock TTY interfaceCOMMENT
LOWtscreen.go121COMMENT
LOWtscreen.go1121COMMENT
LOWTUTORIAL.md281 // xmax, ymax := s.Size()COMMENT
LOWrunes.go1// Copyright 2015 The TCell AuthorsCOMMENT
LOWrunes.go61// that such is desirable. Characters that represent either letters orCOMMENT
LOWcharset_unix_test.go1//go:build unixCOMMENT
LOWresize.go1// Copyright 2025 The TCell AuthorsCOMMENT
LOWcharset_windows.go1//go:build windowsCOMMENT
88 more matches not shown…
Synthetic Comment Markers8 hits · 79 pts
SeverityFileLineSnippetContext
HIGHstyle.go92// as requested. ColorDefault can be used to select the global default.COMMENT
HIGHstyle.go100// as requested. ColorDefault can be used to select the global default.COMMENT
HIGH⚡style.go131// as requested.COMMENT
HIGH⚡style.go137// as requested.COMMENT
HIGH⚡style.go143// as requested.COMMENT
HIGH⚡style.go149// as requested.COMMENT
HIGH⚡style.go155// as requested. (Reverse usually changes the foreground and backgroundCOMMENT
HIGHstyle.go180// as requested. The parameters can be:COMMENT