“gates”的搜索结果

从设计或需求文档中规划可完整运行的小功能单元，依次完成初始框架搭建、生成与评估迭代、审查及审批，组装可运行的最小可行产品，并分别提交框架与各项功能。

• 根据设计文档构建可运行的MVP
• 规划端到端运行的小功能单元
• 搭建首个可运行功能的初始框架

为重复的代理任务设计专用执行流程，整理目标、输入输出、合格检查、进度记录与交接信息，并帮助将多个团队或项目共用的流程整理成共享技能。

• 设计重复任务的执行流程
• 为流程加入合格与否的检查
• 将重复步骤整理为共享技能

为大量实现工作由AI智能体承担的开发团队梳理计划、责任分工、评审标准和测试要求，设计以可衡量验收条件为依据的生成代码开发流程。

• 制定处理AI生成代码的团队规则
• 设置代码评审标准和批准条件
• 考虑便于智能体工作的设计

将工作分配给多个Orca工作代理，通过消息交流、等待完成报告或决策请求，并管理任务依赖关系，监督多个代理之间的协作。

• 向多个Orca工作代理分配任务
• 管理具有依赖关系的任务进度
• 等待完成报告或决策请求

Define security controls for AI coding agents used by a team. Covers command and file permissions, secret scanning, isolated execution environments, code review gates, and audit trails, with configuration examples to adapt.

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• Set team rules before introducing AI coding agents
• Restrict access to credentials and infrastructure files
• Design an isolated environment for agent execution

Builds and installs Codewhale with a source revision identifier, then verifies the installed version in a fresh shell. It guides hands-on runtime checks for interface behavior, routing, approvals, and other changes that automated tests may miss.

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• Verifying terminal interface changes in the actual product
• Installing and checking a local release build
• Checking model routing and approval behavior

Analyze CSV files with Python and get concise numerical summaries. The skill checks column structure before calculating requested aggregates, includes units when available, and explains assumptions when data is missing or incorrectly formatted.

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• Quick summaries of CSV data
• Calculating requested aggregates
• Reporting assumptions about missing or malformed data

Test marketing prompts against shared cases, score required content, prohibited phrases, and output format, and compare alternatives. Keep version history and diffs, use reusable templates, and check that prompt or model updates preserve output quality.

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• Compare two prompts for ads, email, or social content
• Keep prompt versions and review changes
• Check output quality after prompt or model updates

Guide cmux backend changes with consistent rules for Effect, a TypeScript library for structured error handling. Covers Cloud VM state, database migrations, provider integrations, and authentication and payment checks so changes follow the intended architecture.

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• Implementing API error handling
• Updating Cloud VM lifecycle logic
• Preparing database migrations

Write, revise, and review beads user documentation using consistent terminology, explanations, diagrams, and navigation. Follow project rules for generated pages and release alignment, with checks for links, freshness, and documentation consistency.

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• Write user guides with consistent beads terminology
• Simplify confusing explanations with diagrams and examples
• Reorganize pages, navigation, links, and redirects

Design loops that improve an agent’s own prompts, workflows, or execution code from failure records. Define bounded edits, preserve candidate histories, and accept changes through independent tests that check improvements and regressions.

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• Designing agent self-improvement from failure records
• Defining acceptance checks for self-modifying workflows
• Diagnosing score gaming and stalled improvement

Gather web information and turn it into an Excel workbook with explicit checks. Handles search failures through delegated research, records sources and missing data, and verifies the saved workbook against requested requirements.

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• Compiling competitor prices into a verified Excel workbook
• Organizing market data with sources and collection times
• Continuing research after repeated search failures

Analyze CSV files with Python and get concise numerical summaries. The skill checks column structure before calculating requested aggregates, includes units when available, and explains assumptions when data is missing or incorrectly formatted.

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• Quick summaries of CSV data
• Calculating requested aggregates
• Reporting assumptions about missing or malformed data

Pre-release verification checklist. Validates features, tests, docs, security, and quality gates before shipping. Delegates to the Centinela (QA) agent.

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Diagnostic-only test suite auditor. Classifies repo type, maps against 7-layer testing taxonomy (git hooks → static → unit → integration → system → E2E → acceptance), runs deterministic quality gates (coverage, mutation, CRAP, architecture, escape-scan), builds RTM / personas / journeys traceability, produces TEST_AUDIT.md, updates tests/TESTING.md, and mandatorily hands off to implement-tests when gaps are found. Use when auditing test quality, finding test gaps, or running the full 7-layer sweep. Trigger with "audit tests", "find gaps", "test audit", "check test quality", "full sweep", "7-layer audit", "rtm check".

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Set up or run design QA gates — token + hardcoded-value lint, automated a11y (axe), contrast, visual regression across variants/states/themes/RTL, and the manual a11y checklist. Use when the user wants CI quality gates, to prevent design regressions, or to QA a component/screen before shipping.

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Write a CI/CD pipeline playbook for a service or team. Use when asked to document a CI/CD pipeline, write a deployment process, define release gates, document build and test stages, or create a deployment guide. Produces a structured playbook covering pipeline stages, environment definitions, deployment gates, rollback procedures, and on-call responsibilities.

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Run the pre-flight checklist before an agent drives a browser — the untrusted-web-content threat (every page is attacker-controllable), the credential and session-cookie exposure, the action-confirmation gates for purchases and posts, and the sandboxing that limits the damage. Use when asked let my agent browse safely, is it safe to give the agent computer/browser use, guardrails before the agent uses my browser, or review my browser agent's setup. Produces the sandbox decision, the content-injection defenses, the action gates, and the credential-isolation rules.

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Validation-first design for Cavekit — every kit requirement must be automatically verifiable. Six-gate validation pipeline, phase gates, merge protocol, completion signals, acceptance criteria patterns. Use when designing acceptance criteria, wiring CI gates, or debugging why an agent is producing output that nobody can verify.

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Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, review-depth fresh-eyes review/fix loops with test hardening, PGlite for in-memory Postgres testing, mock sandbox patterns, test-fix-rerun loops, verify gates after every edit, and the full lifecycle from implementation through passing tests to commit.

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Quality gates - 11 commit readiness gates, build/test protocol, validation checkpoints, and quality metrics

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Write idiomatic Kotlin 1.9+ with null safety, sealed classes, data classes, extension functions, delegates, collections, inline/reified generics, and expression syntax. Use for Kotlin language constructs, Java-to-Kotlin migration, lazy delegates, data classes, backing properties, or inline/reified generics; keep language constructs in scope even inside response models, and defer coroutine configuration, Android Context/framework, Retrofit/OkHttp client setup, and other library-specific recipes.

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Set up or refine open-source .NET code-quality gates for CI: formatting, `.editorconfig`, SDK analyzers, third-party analyzers, coverage, mutation testing, architecture tests, and security scanning. USE FOR: .NET quality gates in CI; analyzer, coverage, mutation, and architecture-test choices; standardizing `.editorconfig`, `dotnet format`, and warning policy. DO NOT USE FOR: non-.NET repositories; generic CI/CD guidance with no .NET quality stack decisions. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made.

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Prepares pull requests by running quality gates, drafting descriptions, and validating tests. Use when completing a feature and ready for review.

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