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Agent Skill · 研究检索

generating-apex(生成顶点)

generating-apex 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

generating-apex 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 14,515。

总安装 8,497周安装 365GitHub Stars 212下载 2,978核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:generating-apex(生成顶点)
来源仓库:https://github.com/forcedotcom/afv-library
仓库路径:skills/generating-apex
安装命令:
npx skills add https://github.com/forcedotcom/afv-library --skill generating-apex
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/forcedotcom/afv-library --skill generating-apex

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息,支持快速定位候选结果。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景使用。通过 GitHub 安装,使用 npx skills add 命令添加技能。需确认权限范围和维护状态,注意是否触发联网或命令执行。

generating-apex 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/generating-apex

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/forcedotcom/afv-library --skill generating-ape…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

generating-apex 怎么安装?

在终端执行 npx skills add https://github.com/forcedotcom/afv-library --skill generating-apex。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

generating-apex 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

generating-apex 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

generating-apex 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

generating-apex 用的人多吗?

公开数据是累计安装 8,497 次,近一周安装 365 次,下载 2,978 次,GitHub 212 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

generating-apex 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
generating-apex

生成顶点 · 本页

8,497212调用外部服务未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Generating Apex

Use this skill for production-grade Apex: new classes, selectors, services, async jobs, invocable methods, and triggers; and for evidence-based review of existing .cls OR .trigger.

Required Inputs

Gather or infer before authoring:

  • Class type (service, selector, domain, batch, queueable, schedulable, invocable, trigger, trigger action, DTO, utility, interface, abstract, exception, REST resource)
  • Target object(s) and business goal
  • Class name (derive using the naming table below)
  • Net-new vs refactor/fix; any org/API constraints
  • Deployment targets (default to runSpecifiedTests and use generated tests where applicable)

Defaults unless specified:

  • Sharing: with sharing (see sharing rules per type below)
  • Access: public (use global only when required by managed packages or @RestResource)
  • API version: 66.0 (minimum version)
  • ApexDoc comments: yes

If the user provides a clear, complete request, generate immediately without unnecessary back-and-forth.


Workflow

All steps are sequential. Do not skip, merge, or reorder. If blocked, stop and ask for missing context. If not applicable, mark N/A with a one-line justification in the report.

Phase 1 — Author

  1. Discover project conventions

- Service-Selector-Domain layering, logging utilities - Existing classes/triggers and current trigger framework or handler pattern - Whether Trigger Actions Framework (TAF) is already in use

  1. Choose the smallest correct pattern (see Type-Specific Guidance below)
  2. Review templates and assets

- Read the matching template from assets/ before authoring (see Type-Specific Guidance for the file mapping) - When a references/ example exists for the type, read it as a concrete style guide - For any test class work, always read and use generating-apex-test skill

  1. Author with guardrails -- apply every rule in the Rules section below

- Generate {ClassName}.cls with ApexDoc - Generate {ClassName}.cls-meta.xml

  1. Generate test classes -- Load the skill generating-apex-test to create {ClassName}Test.cls and {ClassName}Test.cls-meta.xml. Apex tests are always required to be generated to deploy. No test file creation or edits can occur without loading the generating-apex-test skill to generate tests.

Phase 2 — Validate (required before reporting)

Writing files is the midpoint, not the finish line. Steps 6 and 7 each require a tool invocation and produce output that must appear in the Step 8 report. Do not summarize or present the report until both steps have run and their output is captured.

  1. Run code analyzer

- Invoke MCP run_code_analyzer on all generated/updated .cls files. - Remediate all sev0, sev1, and sev2 violations; re-run until clean. - Capture the final tool output verbatim for the report. - Fallback: sf code-analyzer run --target <target>. If both are unavailable, record run_code_analyzer=unavailable: <error> in the report.

  1. Execute Apex tests

- Run org tests including {ClassName}Test via sf apex run test or MCP. - Delegate all test generation/fixes/coverage work to generating-apex-test; iterate until the tests pass. - Capture pass/fail counts and coverage percentage for the report. - If unavailable, record test_execution=unavailable: <error> in the report.

Phase 3 — Report

  1. Report -- use the output format at the bottom of this file.

- The Analyzer line must contain the actual Step 6 tool output (or run_code_analyzer=unavailable: <reason> after attempting invocation). - The Testing line must contain the actual Step 7 results (or test_execution=unavailable: <reason> after attempting invocation). - A report missing either line is incomplete. Always attempt the tool invocation before recording unavailable.


Rules

Hard-Stop Constraints (Must Enforce)

If any constraint would be violated in generated code, stop and explain the problem before proceeding:

ConstraintRationale
Place all SOQL outside loopsAvoid query governor limits (100 queries)
Place all DML outside loopsAvoid DML governor limits (150 statements)
Declare a sharing keyword on every classPrevent unintended without sharing defaults and data exposure
Use Custom Metadata/Labels/describe calls instead of hardcoded IDsEnsure portability across orgs
Always handle exceptions (log, rethrow, or recover)Prevent silent failures
Use bind variables for all dynamic SOQL with user inputPrevent SOQL injection
Use Apex-native collections (List, Map, Set) rather than Java typesPrevent compile errors
Verify methods exist in Apex before usePrevent reliance on non-existent APIs
Avoid System.debug() in main code pathsDebug statements evaluate even when loggign is not active and consume CPU. Use a logging framework if required on main code paths
Never use @future methodsUse Queueable with System.Finalizer; @future cannot chain, cannot be called from Batch, and cannot accept non-primitive types

Bulkification & Governor Limits

  • All public APIs accept and process collections; single-record overloads delegate to the bulk method
  • In batch/bulk flows, prefer partial-success DML (Database.update(records, false)) and process SaveResult for errors
  • Use Map<Id, SObject> constructor for efficient ID-based lookups from query results
  • Use Map<Id, List<SObject>> to group child records by parent; build the map in a single loop before processing
  • Use Set<Id> for deduplication and membership checks; prefer Set.contains() over List.contains()
  • Use relationship subqueries to fetch parent + child records in a single SOQL when both are needed
  • Use AggregateResult with GROUP BY for rollup calculations instead of querying and counting in Apex
  • Only DML records that actually changed — compare against Trigger.oldMap or prior state before adding to the update list
  • Use Limits.getQueries(), Limits.getDmlStatements(), Limits.getCpuTime() to monitor consumption in complex transactions

SOQL Optimization

  • Use selective queries with proper WHERE clauses; use indexed fields (Id, Name, OwnerId, lookup/master-detail fields, ExternalId fields, custom indexes) in filters when possible
  • SELECT * does not exist in SOQL -- always specify the exact fields needed
  • Apply LIMIT clauses to bound result sets; use ORDER BY for deterministic results
  • When querying Custom Metadata Types (objects ending with __mdt), do NOT use SOQL — use the built-in methods ({CustomMdt__mdt}.getAll().values(), getInstance(), etc.)

Caching

  • Use Platform Cache (Cache.Org / Cache.Session) for frequently accessed, rarely changed data; set a TTL and always handle cache misses — cache can be evicted at any time
  • Use private static Map fields as transaction-scoped caches to prevent duplicate queries within the same execution context; lazy-initialize on first access

Security

  • Default to with sharing; document justification for without sharing or inherited sharing
  • WITH USER_MODE in SOQL and AccessLevel.USER_MODE for Database DML for CRUD/FLS enforcement
  • Validate dynamic field/operator names via allowlist or Schema.describe
  • Named Credentials for all external credentials/API keys
  • AuraHandledException for @AuraEnabled user-facing errors (no internal details)
  • without sharing requires a Custom Permission check
  • Isolate without sharing logic in dedicated helper classes; call from with sharing entry points to limit elevated-access scope
  • Encrypt PII/sensitive data at rest via Platform Encryption; never expose PII in debug statements, error messages, or API responses

Security Verification

Before finalizing, verify: CRUD/FLS enforced (SOQL + DML) · explicit sharing keyword on every class · no hardcoded secrets or Record IDs · PII excluded from logs and error messages · error messages sanitized for end users.

Error Handling

  • Catch specific exceptions before generic Exception; include context in messages
  • Use try/catch only around code that can throw (DML, callouts, JSON parsing, casts); avoid defensive wrapping of simple assignments/collection ops/arithmetic
  • Preserve exception cause chains: new CustomException('message', cause) (do not replace stack trace with concatenated messages)
  • Provide a custom exception class per service domain when meaningful
  • In @AuraEnabled methods, catch exceptions and rethrow as AuraHandledException
  • Fallback option: when no meaningful domain exception exists, catch generic Exception and either rethrow it or wrap it in a minimal custom exception that preserves the original cause.

Null Safety

  • Add guard clauses for null/empty inputs at the top of every public method; match style to context: return early in private/trigger-handler methods, throw exceptions in public APIs, record.addError() in validation services
  • Return empty collections instead of null
  • Use safe navigation (?.) for chained property access
  • Never dereference map.get(key) inline unless presence is guaranteed; use containsKey, assignment+null check, or safe navigation first
  • Use null coalescing (??) for default values
  • Prefer String.isBlank(value) over manual checks like value == null || value.trim().isEmpty()

Constants & Literals

  • Use enums over string constants whenever possible; enum values follow UPPER_SNAKE_CASE
  • Extract repeated literal strings/numbers into private static final constants or a constants class
  • Use Label. custom labels for user-facing strings
  • Use Custom Metadata for configurable values (thresholds, mappings, feature flags)
  • Never output HTML-escaped entities in code (e.g., '); use literal single quotes ' in Apex string literals

Naming Conventions

TypePatternExample
Service{SObject}ServiceAccountService
Selector{SObject}SelectorAccountSelector
Domain{SObject}DomainOpportunityDomain
Batch{Descriptive}BatchAccountDeduplicationBatch
Queueable{Descriptive}QueueableExternalSyncQueueable
Schedulable{Descriptive}SchedulableDailyCleanupSchedulable
DTO{Descriptive}DTOAccountMergeRequestDTO
Wrapper{Descriptive}WrapperOpportunityLineWrapper
Utility{Descriptive}UtilStringUtil
InterfaceI{Descriptive}INotificationService
AbstractAbstract{Descriptive}AbstractIntegrationService
Exception{Descriptive}ExceptionAccountServiceException
REST Resource{SObject}RestResourceAccountRestResource
Trigger{SObject}TriggerAccountTrigger
Trigger ActionTA_{SObject}_{Action}TA_Account_SetDefaults

Additional naming rules:

  • Classes: PascalCase
  • Methods: camelCase, start with a verb (get, create, process, validate, is, has, can)
  • Variables: camelCase, descriptive nouns; Lists as plural nouns (e.g., accounts, relatedContacts); Maps as {value}By{key} (e.g., accountsById); Sets as {noun}Ids
  • Constants: UPPER_SNAKE_CASE
  • Use full descriptive names instead of abbreviations (acc, tks, rec)

ApexDoc

  • Required on the class header and every public/global method
  • Include: brief description, @param, @return, @throws, @example where helpful

Class-level format:

/**
 * Provides services for geolocation and address conversion.
 */
public with sharing class GeolocationService { }

Method-level format:

/**
 * @param paramName Description of the parameter
 * @return Description of the return value
 * @example
 * List<Account> results = AccountService.deduplicateAccounts(accountIds);
 */

Code Structure & Architecture

  • Single responsibility per class; max 500 lines -- split when exceeded
  • Return Early: validate preconditions at method top, return/throw immediately
  • Extract private helpers for methods over ~40 lines
  • Use Dependency Injection (constructor/method params) for testability
  • Prefer composition and narrow interfaces over deep inheritance; extend via new implementations, not modifications
  • Enforce single-level abstraction per method across layer boundaries:
LayerOwnsMust NOT contain
TriggerEvent routing onlyBusiness logic, orchestration
Handler/ServiceFlow control, coordinationInline SOQL/DML/HTTP/parsing
DomainBusiness rules, validationQueries, callouts, persistence details
Data/IntegrationSOQL, DML, HTTPBusiness decisions
  • Disallowed: methods mixing orchestration with inline SOQL/DML/HTTP; business rules mixed with parsing internals; validation + persistence + cross-system plumbing in one method

Async Decision Matrix

ScenarioDefaultKey Traits
Standard async workQueueableJob ID, chaining, non-primitive types, configurable delay (up to 10 min via AsyncOptions), dedup signatures
Very large datasetsBatch ApexChunked processing, max 5 concurrent; use QueryLocator for large scopes
Modern batch alternativeCursorStep (Database.Cursor)2000-record chunks, higher throughput, no 5-job limit
Recurring scheduleScheduled Flow (preferred) or SchedulableSchedulable has 100-job limit; use only when chaining to Batch or needing complex Apex logic
Post-job cleanupFinalizer (System.Finalizer)Runs regardless of Queueable success/failure
Long-running calloutsContinuationUp to 3 per transaction, 3 parallel
Delays > 10 minutesSystem.scheduleBatch()Schedule a Batch job at a specific future time
Legacy fire-and-forget@futureDo not use in new code — see Hard-Stop Constraints; replace with Queueable + Finalizer

Type-Specific Guidance

Service

  • Template: assets/service.cls · Reference: references/AccountService.cls
  • with sharing; stateless — no public fields or mutable instance state; keep public APIs focused and static where reasonable
  • Delegate all SOQL to Selectors and SObject behavior to Domains
  • Wrap business errors in a custom exception (e.g., AccountServiceException)

Selector

  • Template: assets/selector.cls · Reference: references/AccountSelector.cls
  • inherited sharing; one per SObject or query domain
  • Return List<SObject> or Map<Id, SObject>; use a shared base field list constant (no inline duplication)
  • Accept filter parameters; always include WITH USER_MODE

Domain

  • Template: assets/domain.cls
  • with sharing; encapsulate field defaults, derivations, and validations
  • Operate on in-memory lists only; no SOQL/DML (belongs in Services/Selectors)

Batch

  • Template: assets/batch.cls · Reference: references/AccountDeduplicationBatch.cls
  • with sharing; implement Database.Batchable<SObject> (add Database.Stateful when tracking across chunks)
  • start() = query definition; execute() = business logic; finish() = logging/notification
  • Use QueryLocator for large datasets; handle partial failures via Database.SaveResult
  • Accept filter parameters via constructor for reusability

Queueable

  • Template: assets/queueable.cls
  • with sharing; implement Queueable and optionally Database.AllowsCallouts when HTTP callouts are needed
  • Accept data via constructor
  • Add chain-depth guards to prevent infinite chains
  • Optionally implement Finalizer for recovery/cleanup
  • Use AsyncOptions for configurable delay (up to 10 min) and dedup signatures

Schedulable

  • Template: assets/schedulable.cls
  • with sharing; execute() delegates to Queueable or Batch
  • Provide CRON constants and a convenience scheduleDaily() helper

DTO / Wrapper

  • Template: assets/dto.cls
  • No sharing keyword needed (pure data containers)
  • Simple public properties; no-arg + parameterized constructors; Comparable when ordering matters
  • Use @JsonAccess on private/protected inner DTOs that are serialized/deserialized

Utility

  • Template: assets/utility.cls
  • No sharing keyword needed; all methods public static; private constructor
  • Pure, side-effect-free; no SOQL/DML

Interface

  • Template: assets/interface.cls
  • Define clear contracts with ApexDoc on each method signature

Abstract

  • Template: assets/abstract.cls
  • with sharing; offer default behavior via virtual methods
  • Mark extension points protected virtual or protected abstract
  • Include a concrete example in the ApexDoc showing how to extend the class

Custom Exception

  • Template: assets/exception.cls
  • No sharing keyword; extend Exception with descriptive names
  • Supported constructors: (), ('msg'), (cause), ('msg', cause)

Trigger

  • Template: assets/trigger.cls
  • One trigger per object; delegate all logic to handler/TAF action classes
  • Include all relevant DML contexts; if TAF: new MetadataTriggerHandler().run();

Trigger Action (TAF)

  • One class per concern per context; implement TriggerAction.{Context}
  • Register via Trigger_Action__mdt (actions are inactive without registration)
  • Name: TA_{SObject}_{ActionName}; prefer field-value comparison over static booleans for recursion

Invocable Method (@InvocableMethod)

  • Template: assets/invocable.cls
  • with sharing; inner Request/Response with @InvocableVariable
  • Method must be public static; non-static or single-object signatures will not compile
  • Accept List<Request>, return List<Response>; bulkify (SOQL/DML outside loops)
  • Decorator parameters: label (required — Flow Builder display name), description, category (groups actions in Builder), callout=true (required when method makes HTTP callouts)
  • @InvocableVariable parameters: label (required), description, required=true/false
  • @InvocableVariable supports: primitives, Id, SObject, List<T> only (no Map/Set/Blob); use List<Id> or List<SObject> fields for Flow collection I/O
  • Always include isSuccess, errorMessage, and errorType (e.getTypeName()) in Response
  • Return errors in Response (recommended); throwing an exception triggers the Flow Fault path — reserve for unrecoverable failures only

REST Resource (@RestResource)

  • Template: assets/rest-resource.cls
  • global with sharing; both class and methods must be global
  • Versioned URL: @RestResource(urlMapping='/{resource}/v1/*')
  • Use proper HTTP status codes per branch (200/201/400/404/422/500); never default all errors to 500
  • Validate inputs (Id format: Pattern.matches('[a-zA-Z0-9]{15,18}', value)); bind all user input in SOQL
  • Include LIMIT/ORDER BY in queries; implement pagination (pageSize/offset)
  • Standardized ApiResponse wrapper (success, message, data/records); inner request/response DTOs
  • Thin controller: delegate business logic to Service classes

@AuraEnabled Controller

  • with sharing; use WITH USER_MODE in all SOQL
  • Use @AuraEnabled(cacheable=true) only for read-only queries; leave cacheable unset for DML operations
  • Catch exceptions and rethrow as AuraHandledException with user-friendly messages

Output Expectations

Deliverables per class:

  • {ClassName}.cls
  • {ClassName}.cls-meta.xml (default API version 66.0 or higher unless specified)
  • {ClassName}Test.cls (generated via generating-apex-test skill)
  • {ClassName}Test.cls-meta.xml (generated via generating-apex-test skill)

Deliverables per trigger:

  • {TriggerName}.trigger
  • {TriggerName}.trigger-meta.xml (default API version 66.0 or higher unless specified)

Meta XML template:

<?xml version="1.0" encoding="UTF-8"?>
<ApexClass xmlns="http://soap.sforce.com/2006/04/metadata">
    <apiVersion>{API_VERSION}</apiVersion>
    <status>Active</status>
</ApexClass>

Report in this order:

Apex work: <summary>
Files: <paths>
Design: <pattern / framework choices>
Workflow: all steps completed (1-8); any N/A justified
Risks: <security, bulkification, async, dependency notes>
Analyzer: <REQUIRED -- paste actual run_code_analyzer output or state "run_code_analyzer=unavailable: <reason>">
Testing: <REQUIRED -- paste actual test execution results (pass/fail, coverage) or state "test_execution=unavailable: <reason>">
Deploy: <dry-run or next step>

Cross-Skill Integration

NeedDelegate to
Apex tests / fix failuresgenerating-apex-test skill
Describe objects/fieldsmetadata skill (if available)
Deploy to orgdeploy skill (if available)
Flow calling ApexFlow skill (if available)
LWC calling ApexLWC skill (if available)

Troubleshooting Boundary

This skill handles production .cls/.trigger/.apex issues only: compile/parse failures, deployment dependency errors, runtime governor-limit failures. For test execution, assertions, coverage, or sf apex run test failures, delegate to generating-apex-test.

平台分布

Codex

38.16%
按下载量换算1,136

Claude

29.63%
按下载量换算882

Cursor

19.56%
按下载量换算582

Gemini CLI

9.8%
按下载量换算292

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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