AI Slop Code Risk Monitor

next-terminal/next-terminal

Name: next-terminal/next-terminal — TypeScript 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).

A simple, secure, easy-to-use bastion and session auditing system. Supports RDP, SSH, VNC, Telnet, HTTP, records and replays sessions for auditing and compliance.

0.6 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for next-terminal/next-terminal, a TypeScript project with 5,674 GitHub stars. SynthScan examined 97,282 lines of code across 478 source files, recording 36 pattern matches distributed across 7 syntactic categories. 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

2026-10-18

Last Push

5.7K

Stars

TypeScript

Language

97.3K

Lines of Code

478

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 1.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 21 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 2.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 25 finding(s).

PR Review Velocity Impact 3.1/100 · LOW

Which changes need focused human review? 36 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 2MEDIUM 8LOW 26

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 36 distinct pattern matches across 7 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.

Decorative Section Separators8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/migrate.py	15	# ── 终端颜色 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	33	# ── 通用输入工具 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	277	# ── Docker 检查 ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	293	# ── 第一步：启动 PostgreSQL ───────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	371	# ── 第二步：执行数据迁移 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	397	# ── 第三步：更新配置文件 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	530	# ── 迁移流程 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/migrate.py	620	# ── 主入口 ────────────────────────────────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers17 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	tests/nt_api_test.py	20	def test_persistent_skill_installation(self):	CODE
LOW⚡	tests/nt_api_test.py	48	def test_discovery_uses_complete_document(self):	CODE
LOW⚡	tests/nt_api_test.py	56	def test_discovery_requires_api_key(self):	CODE
LOW⚡	tests/nt_api_test.py	64	def test_permissions_queries_account_and_license(self):	CODE
LOW	tests/nt_api_test.py	75	def test_contract_discovery_resolves_recursive_references(self):	CODE
LOW	tests/nt_api_test.py	82	def test_http_authentication_no_content_and_redirect_rejection(self):	CODE
LOW	scripts/backup_restore.py	331	def run_psql_restore_from_file(args, lang, input_path, workdir):	CODE
LOW	scripts/backup_restore.py	413	def item_key_from_member_name(member_name, data_dir):	CODE
LOW	scripts/backup_restore.py	431	def collect_archive_members_by_item(tar, data_dir):	CODE
LOW	scripts/migrate.py	77	def normalize_compose_project_name(name: str) -> str:	CODE
LOW	scripts/migrate.py	82	def extract_compose_project_name(compose_file: str, content: str) -> str:	CODE
LOW	scripts/migrate.py	103	def extract_first_service_network_key(service_block: str) -> str:	CODE
LOW	scripts/migrate.py	124	def extract_custom_network_name(content: str, network_key: str) -> str:	CODE
LOW	scripts/migrate.py	140	def guess_mysql_network_from_compose(compose_file: str) -> str:	CODE
LOW	scripts/migrate.py	179	def ask_and_validate_docker_network(default_network: str) -> str:	CODE
LOW	scripts/migrate.py	208	def parse_mysql_defaults_from_compose(compose_file: str) -> dict:	CODE
LOW	src/components/ui/chart.tsx	331	function getPayloadConfigFromPayload(	CODE

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/migrate.py	528	warn(" docker compose down && docker compose up -d")	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	src/pages/sysconf/SMSSetting.tsx	149	placeholder={'{\n "X-API-Key": "your-api-key"\n}'}	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	public/agent/next-terminal/scripts/nt_api.py	57	CODE
LOW	scripts/backup_restore.py	250	CODE
LOW	scripts/backup_restore.py	447	CODE
LOW	scripts/migrate.py	208	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/react-i18next/locales/ja-JP.json	3239	"placeholder": "質問を入力、Shift + Enter で改行",	CODE
LOW	src/react-i18next/locales/zh-CN.json	3125	"placeholder": "输入问题，Shift + Enter 换行",	CODE
LOW	src/react-i18next/locales/zh-TW.json	3239	"placeholder": "輸入問題，Shift + Enter 換行",	CODE
LOW	src/react-i18next/locales/en-US.json	3125	"placeholder": "Ask a question. Shift + Enter for newline",	CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/backup_restore.py	3		CODE