AI Slop Code RIsk Monitor

tickstep/aliyunpan

阿里云盘命令行客户端,支持JavaScript插件,支持同步备份功能。

4.2 Low pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for tickstep/aliyunpan, a Go project with 5,122 GitHub stars. SynthScan examined 28,894 lines of code across 160 source files, recording 120 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 4.2 (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.

4.2
Adjusted Signal
4.2
Raw Pattern Score
100%
Time Factor
2026-09-07
Last Push
5.1K
Stars
Go
Language
28.9K
Lines of Code
160
Files
120
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 18.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 120 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 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 9 finding(s).

PR Review Velocity Impact 18.8/100 · LOW

Which changes need focused human review? 120 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 120

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 120 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 Block111 hits · 111 pts
SeverityFileLineSnippetContext
LOWbuild.sh141# freebsdCOMMENT
LOWbuild.sh161# Build $name-$version"-nacl-amd64p32" nacl amd64p32COMMENT
LOWmain.go1// Copyright (c) 2020 tickstep.COMMENT
LOWmain.go621 // Category: "debug",COMMENT
LOWcmder/cmdliner/cmdliner.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdliner/linehistory.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdliner/clear_windows.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdliner/args/args.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdtable/cmdtable.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdutil/addr.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdutil/cmdutil.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdutil/file.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdutil/escaper/escaper.go1// Copyright (c) 2020 tickstep.COMMENT
LOWcmder/cmdutil/jsonhelper/jsonhelper.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/ui/terminal.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/ui/terminal_unix.go1//go:build !windowsCOMMENT
LOWinternal/ui/dashboard_panel.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/ui/terminal_windows.go1//go:build windowsCOMMENT
LOWinternal/file/uploader/multiuploader.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/error.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/block_test.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/uploader.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/instance_state.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/multiworker.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/status.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/readed.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/uploader/block.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/downloader.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/config.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/monitor.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/worker.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/worker.go361 // 超过并发,再次调用接口,报错 http status:403。示例报错信息如下:COMMENT
LOWinternal/file/downloader/sort.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/instance_state.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/writer.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/loadbalance.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/resetcontroler.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/utils.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/file/downloader/status.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/utils_test.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/pan_config_export.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/pan_user.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/pan_config.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/utils.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/config/errors.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/plugins/plugin.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/syncdrive/file_action_task_mgr.go261 // 文件共同交集部分,需要处理文件是否有修改,需要重新上传、下载COMMENT
LOWinternal/syncdrive/file_action_task_mgr.go281 // err := fileSum.OpenPath()COMMENT
LOWinternal/syncdrive/sync_db_test.go221 FileExtension: ".txt",COMMENT
LOWinternal/syncdrive/sync_db_test.go241 // FileSize: 61029089,COMMENT
LOWinternal/syncdrive/sync_db_test.go261 // FileExtension: "apk",COMMENT
LOWinternal/utils/utils.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/taskframework/task_unit.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/taskframework/taskframework_test.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/taskframework/taskinfo.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/taskframework/executor.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/waitgroup/wait_group_test.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/waitgroup/wait_group.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/functions/common.go1// Copyright (c) 2020 tickstep.COMMENT
LOWinternal/functions/statistic.go1// Copyright (c) 2020 tickstep.COMMENT
51 more matches not shown…
Hyper-Verbose Identifiers9 hits · 9 pts
SeverityFileLineSnippetContext
LOWdocs/plugin_manual.md227function uploadFilePrepareCallback(context, params) {CODE
LOWdocs/plugin_manual.md277function downloadFilePrepareCallback(context, params) {CODE
LOWdocs/plugin_manual.md345function uploadFilePrepareCallback(context, params) {CODE
LOWdocs/plugin_manual.md362function uploadFilePrepareCallback(context, params) {CODE
LOWdocs/plugin_manual.md423function downloadFileFinishCallback(context, params) {CODE
LOWdocs/plugin_manual.md443function userTokenRefreshFinishCallback(context, params) {CODE
LOWdocs/plugin_manual.md477function userTokenRefreshFinishCallback(context, params) {CODE
LOWdocs/plugin_manual.md505function downloadFilePrepareCallback(context, params) {CODE
LOWdocs/plugin_manual.md548function downloadFileFinishCallback(context, params) {CODE