AI Slop Code RIsk Monitor

woodpecker-ci/woodpecker

Woodpecker is a simple, yet powerful CI/CD engine with great extensibility.

4.8 Low pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for woodpecker-ci/woodpecker, a Go project with 7,982 GitHub stars. SynthScan examined 218,194 lines of code across 1365 source files, recording 1024 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 4.8 (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.

4.8
Adjusted Signal
4.8
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
8.0K
Stars
Go
Language
218.2K
Lines of Code
1.4K
Files
1.0K
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 17.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 857 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.0/100 · LOW

Are imports declared and package/API names verified? 166 finding(s).

Agent Over-Engineering Ratio 0.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 4 finding(s).

PR Review Velocity Impact 20.9/100 · LOW

Which changes need focused human review? 1024 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 1LOW 1023

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 1024 distinct pattern matches across 6 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 Block851 hits · 851 pts
SeverityFileLineSnippetContext
LOWcmd/server/flags_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/server/server.go1// Copyright 2018 Drone.IO Inc.COMMENT
LOWcmd/server/grpc_server.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWcmd/server/openapi_test.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWcmd/server/openapi_json_gen.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/server/man.go1// Copyright 2025 Woodpecker AuthorsCOMMENT
LOWcmd/server/flags.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/server/openapi.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/server/openapi.go21COMMENT
LOWcmd/server/health.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/server/app.go1// Copyright 2025 Woodpecker AuthorsCOMMENT
LOWcmd/server/setup.go1// Copyright 2022 Woodpecker AuthorsCOMMENT
LOWcmd/server/main.go1// Copyright 2018 Drone.IO Inc.COMMENT
LOWcmd/server/server_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/server/setup_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/agent/man.go1// Copyright 2025 Woodpecker AuthorsCOMMENT
LOWcmd/agent/dummy.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWcmd/agent/main.go1// Copyright 2018 Drone.IO Inc.COMMENT
LOWcmd/agent/core/config.go1// Copyright 2022 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/run.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/flags.go1// Copyright 2022 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/health.go1// Copyright 2018 Drone.IO Inc.COMMENT
LOWcmd/agent/core/agent.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/agent_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/config_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWcmd/agent/core/health_test.go1// Copyright 2018 Drone.IO Inc.COMMENT
LOWcmd/shared/tools.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/shared/tools_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/cli/app_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWcmd/cli/docs.go1// Copyright 2021 Woodpecker AuthorsCOMMENT
LOWcmd/cli/man.go1// Copyright 2025 Woodpecker AuthorsCOMMENT
LOWcmd/cli/app.go1// Copyright 2021 Woodpecker AuthorsCOMMENT
LOWcmd/cli/main.go1// Copyright 2021 Woodpecker AuthorsCOMMENT
LOWpipeline/const.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/tracing/tracer.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/fuzz_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/parse_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/parse.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/concurrency_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/container_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/network_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/volume_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/concurrency.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/concurrency.go21)COMMENT
LOWpipeline/frontend/yaml/types/container_list.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/network.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/volume.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/container.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/workflow.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/base/int_test.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/base/slice.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/base/slice_test.go1// Copyright 2024 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/types/base/int.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/option.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/linter_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/error.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/linter.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/schema/fuzz_test.go1// Copyright 2026 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/schema/schema_test.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
LOWpipeline/frontend/yaml/linter/schema/schema.go1// Copyright 2023 Woodpecker AuthorsCOMMENT
791 more matches not shown…
Fake / Example Data166 hits · 180 pts
SeverityFileLineSnippetContext
LOWweb/src/components/form/ListEditor.vue8 <TextField :id="id" v-model="newItem" :placeholder="placeholder" @keydown.enter.prevent="addNewItem" />CODE
LOWweb/src/components/form/NumberField.vue2 <TextField v-model="innerValue" :placeholder="placeholder" type="number" />CODE
LOWweb/src/components/form/TextField.vue9 :placeholder="placeholder"CODE
LOWweb/src/components/form/TextField.vue17 :placeholder="placeholder"CODE
LOWweb/src/components/form/ListEditor.test.ts182 expect(inputs()[0].attributes('placeholder')).toBe('');CODE
LOWweb/src/components/form/ListEditor.test.ts183 expect(inputs().at(-1)!.attributes('placeholder')).toBe('Plugin image');CODE
LOWweb/src/components/form/SelectField.vue6 <option v-if="placeholder" value="" class="hidden">{{ placeholder }}</option>CODE
LOWweb/src/assets/locales/hu.json71 "placeholder": "Plugin konténerkép"CODE
LOW⚡web/src/assets/locales/hu.json106 "placeholder": "Branch (az alap branchet használja ha üres)"CODE
LOW⚡web/src/assets/locales/hu.json110 "placeholder": "A cron feladat neve"CODE
LOW⚡web/src/assets/locales/hu.json114 "placeholder": "Menetrend"CODE
LOWweb/src/assets/locales/hu.json304 "placeholder": "A felhasználó egy adminisztrátor",CODE
LOWweb/src/assets/locales/hu.json348 "placeholder": "A végrehajtó neve"CODE
LOWweb/src/assets/locales/hu.json374 "placeholder": "A végrehajtó megakadályozása abban, hogy új feladatokat vegyen fel"CODE
LOWweb/src/assets/locales/de.json29 "placeholder": "Name des Agenten"CODE
LOWweb/src/assets/locales/de.json34 "placeholder": "Agent daran hindern, neue Aufgaben zu nehmen"CODE
LOWweb/src/assets/locales/de.json133 "placeholder": "Benutzer ist ein Admin",CODE
LOWweb/src/assets/locales/de.json396 "placeholder": "Branch (verwendet Standard-Branch wenn leer)",CODE
LOWweb/src/assets/locales/de.json407 "placeholder": "Name des Cron"CODE
LOWweb/src/assets/locales/de.json416 "placeholder": "Zeitplan",CODE
LOWweb/src/assets/locales/de.json439 "placeholder": "Plugin-Image"CODE
LOWweb/src/assets/locales/de.json500 "placeholder": "Registry-Adresse (z. B. docker.io)"CODE
LOWweb/src/assets/locales/ru.json29 "placeholder": "Название обработчика"CODE
LOWweb/src/assets/locales/ru.json34 "placeholder": "Запретить обработчику получать новые задачи"CODE
LOWweb/src/assets/locales/ru.json133 "placeholder": "Пользователь является администратором",CODE
LOWweb/src/assets/locales/ru.json395 "placeholder": "Ветвь (если пусто, используется ветвь по умолчанию)",CODE
LOWweb/src/assets/locales/ru.json406 "placeholder": "Имя задачи cron"CODE
LOWweb/src/assets/locales/ru.json415 "placeholder": "Расписание",CODE
LOWweb/src/assets/locales/ru.json438 "placeholder": "Образ плагина"CODE
LOWweb/src/assets/locales/ru.json499 "placeholder": "Адрес реестра (например: docker.io)"CODE
LOWweb/src/assets/locales/pl.json25 "placeholder": "Nazwa agenta"CODE
LOWweb/src/assets/locales/pl.json30 "placeholder": "Nie pozwalaj agentowi pobierać nowych zadań"CODE
LOWweb/src/assets/locales/pl.json94 "placeholder": "Użytkownik jest administratorem"CODE
LOWweb/src/assets/locales/pl.json323 "placeholder": "Gałąź (używa domyślnej gałęzi jeśli puste)",CODE
LOWweb/src/assets/locales/pl.json334 "placeholder": "Nazwa zadania cron"CODE
LOWweb/src/assets/locales/pl.json343 "placeholder": "Harmonogram",CODE
LOWweb/src/assets/locales/pl.json420 "placeholder": "Adres rejestru (np. docker.io)"CODE
LOWweb/src/assets/locales/uk.json32 "placeholder": "Назва агента"CODE
LOWweb/src/assets/locales/uk.json51 "placeholder": "Зупинити отримання нових задач агентом"CODE
LOWweb/src/assets/locales/uk.json116 "placeholder": "Користувач належить до адміністрації",CODE
LOWweb/src/assets/locales/uk.json375 "placeholder": "Гілка (типова, якщо порожньо)",CODE
LOWweb/src/assets/locales/uk.json386 "placeholder": "Назва cron-завдання"CODE
LOWweb/src/assets/locales/uk.json394 "placeholder": "Розклад",CODE
LOWweb/src/assets/locales/uk.json467 "placeholder": "Образ плагіна"CODE
LOWweb/src/assets/locales/uk.json479 "placeholder": "Адреса реєстру (наприклад, docker.io)"CODE
LOW⚡web/src/assets/locales/eo.json138 "placeholder": "Branĉo (uzas defaŭltan branĉon se malplena)"CODE
LOW⚡web/src/assets/locales/eo.json142 "placeholder": "Nomo de la cron-tasko"CODE
LOW⚡web/src/assets/locales/eo.json146 "placeholder": "Plano"CODE
LOWweb/src/assets/locales/eo.json287 "placeholder": "Nomo de la agento"CODE
LOWweb/src/assets/locales/eo.json291 "placeholder": "Haltigi agenton de preni novajn taskojn"CODE
LOWweb/src/assets/locales/eo.json359 "placeholder": "Uzanto estas administranto"CODE
LOWweb/src/assets/locales/pt.json123 "placeholder": "Image do plugin"CODE
LOW⚡web/src/assets/locales/pt.json180 "placeholder": "Branch (usa o branch padrão se estiver vazio)"CODE
LOW⚡web/src/assets/locales/pt.json184 "placeholder": "Nome do trabalho cron"CODE
LOW⚡web/src/assets/locales/pt.json188 "placeholder": "Programação"CODE
LOWweb/src/assets/locales/pt.json230 "placeholder": "Endereço de registry (por exemplo, docker.io)"CODE
LOWweb/src/assets/locales/pt.json429 "placeholder": "O usuário é um administrador",CODE
LOWweb/src/assets/locales/pt.json472 "placeholder": "Nome do agente"CODE
LOWweb/src/assets/locales/pt.json475 "placeholder": "Impedir agente de assumir novas tarefas",CODE
LOWweb/src/assets/locales/en.json129 "placeholder": "Plugin image"CODE
106 more matches not shown…
Hyper-Verbose Identifiers3 hits · 3 pts
SeverityFileLineSnippetContext
LOWweb/src/lib/pipeline.ts15export function pipelineHasNonWarningErrors(pipeline?: Pipeline): boolean {CODE
LOWweb/src/store/pipelines.ts26function comparePipelinesWithStatus(a: Pipeline, b: Pipeline): number {CODE
LOWdocs/plugins/woodpecker-plugins/src/index.ts125export default function pluginWoodpeckerPluginsIndex(context: LoadContext, options: any): Plugin<Content> {CODE
Decorative Section Separators1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMe2e/scenarios/depends_on_ordering_test.go132// └─> Lint ────────┴─> Auth server testsCOMMENT
TODO Padding2 hits · 2 pts
SeverityFileLineSnippetContext
LOWweb/src/components/repo/pipeline/PipelineLog.vue348 type: null, // TODO: implement way to detect errors and warningsCODE
LOWwoodpecker-go/woodpecker/client.go35 // TODO: implement endpointsCOMMENT
Verbosity Indicators1 hit · 2 pts
SeverityFileLineSnippetContext
LOWserver/api/login.go138 // if organization filter is enabled, we need to check if the user is a member of oneCOMMENT