Agent写作
- 作者仓库星标 3,480
- 作者更新于 实时读取
- 作者仓库 expect
- 领域
- 写作
- 兼容 Agent
-
- Claude Code
- Cursor
- Cline
- Codex
- Windsurf
- Gemini CLI
- +20
- 信任分
- 88 / 100 · 社区维护
- 作者 / 版本 / 许可
- @millionco · 未声明 license
- Token 消耗评级
- 低消耗
- 接入复杂程度
- 需简单配置
- 是否需要外部 API Key
- 不需要
- 兼容的系统
- 未声明(默认跨平台)
- 底层运行要求
- 无特殊要求
- 文件与系统权限
-
- 只读
- 允许写入 / 修改
- Shell 执行
- 网络行为
- 仅限本地
- 安装命令数
- 26 条
档案由构建时根据 SKILL.md 与安装命令自动衍生,可能与作者实际意图存在差异。
需要注意: 未限定 allowed-tools,默认拥有全部工具权限。
---
name: skill-writing
description: Write and improve agent skills (SKILL.md files). Use when creating new skills, refactoring exist…
category: 写作
runtime: 无特殊运行时
---
# skill-writing 输出预览
## PART A: 任务判断
- 适用问题:文章、文案、发言稿、润色或结构化表达。
- 输入要求:目标材料、限制条件、期望输出和验收方式。
- 证据边界:围绕“The Iron Law / When to Create a Skill / Core Principles”读取原文规则,不把推断写成作者承诺。
## PART B: 执行结果
- **01** 任务判断:确认你的需求是否属于文章、文案、发言稿、润色或结构化表达,并标出输入、限制和预期结果。
- **02** 执行计划:优先按“The Iron Law / When to Create a Skill / Core Principles”拆成步骤,说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果:给出可复制的命令、文件改动、检查清单或内容草稿,并说明如何继续迭代。
- **04** 风险边界:结合 读取文件、写入/修改文件、执行终端命令、主要在本地完成、通常不需要额外 API Key 给出执行前确认项。
## Running Rules
- 读取文件、写入/修改文件、执行终端命令;主要在本地完成;通常不需要额外 API Key。
- 先小样例验证,再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。 原文没有稳定的斜杠命令要求。安装验证后通常全局生效,直接在对话里点名这个 Skill 并描述任务即可。
告诉 Agent 目标文件或材料、期望结果、不可改范围、是否允许联网或执行命令。本 Skill 的权限画像是:读取文件、写入/修改文件、执行终端命令。
先用一个小任务确认它会围绕“The Iron Law / When to Create a Skill / Core Principles”工作;涉及文件或命令时,先看 diff、日志、预览或测试结果。
检查最终产物是否包含明确结果、必要证据和下一步动作;如果输出泛泛而谈,就补充输入、边界和验收标准后重跑。
---
name: skill-writing
description: Write and improve agent skills (SKILL.md files). Use when creating new skills, refactoring exist…
category: 写作
source: millionco/expect
---
# skill-writing
## 什么时候使用
- 把写作方向的常用动作沉淀成 Agent 可调用的技能 适合处理文章、文案、润色、翻译、总结和结构化表达,核心价值是把输入、判断、执行、验证和交付边界固定下来,避免 Agent 泛泛回答。 把任务拆成可执行、可检查、可继续迭代的步骤;通常…
- 面向文章、文案、发言稿、润色或结构化表达,优先处理能明确输入、步骤和验收标准的工作。
## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。
## 执行规则
- 围绕「The Iron Law / When to Create a Skill / Core Principles」组织步骤,不把推断写成作者事实。
- 读取文件、写入/修改文件、执行终端命令;主要在本地完成;通常不需要额外 API Key。
- 先跑小样例,确认结果可检查后再扩大任务范围。
## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown,不编造命令、平台或依赖。 作者原文负责流程事实;仓库文件负责来源和命令;流狐只补充适用场景、限制和质量判断。
skill "skill-writing" {
输入层 -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
上下文层 -> The Iron Law / When to Create a Skill / Core Principles
规则层 -> SKILL.md 触发条件 / 执行顺序 / 输出格式
运行层 -> 无特殊运行时 | 读取文件、写入/修改文件、执行终端命令 | 主要在本地完成
安全层 -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
输出层 -> 可复制结果 + 检查清单 + 下一步迭代
} Skill Writing
Skills are bundled instruction modules that load into an agent's context when activated. They are the highest-leverage mechanism for controlling agent behavior because they deliver focused instructions at the moment of relevance.
The Iron Law
No skill without a failing test first. Before writing a skill, run a subagent on the target task WITHOUT the skill. Document what it gets wrong — the exact rationalizations, shortcuts, and skipped steps. Then write the skill addressing those specific failures. This is TDD applied to documentation.
| TDD Step | Skill Equivalent |
|---|---|
| RED | Run scenario without skill. Document what the agent does wrong. |
| GREEN | Write minimal skill addressing those specific failures. Verify agent now complies. |
| REFACTOR | Find new rationalizations the agent invents. Close loopholes. Re-test. |
When to Create a Skill
Create when: the technique wasn't obvious, you'd reference it across projects, others would benefit, or the agent repeatedly fails without it.
Don't create for: one-off solutions, standard practices documented elsewhere, project-specific conventions (use CLAUDE.md), or mechanical constraints (enforce with linters/hooks instead).
Core Principles
Instructions are a finite budget. Models reliably follow ~150 instructions. The system prompt burns ~50. Every instruction you add degrades compliance across ALL instructions. Be ruthless about what earns a slot.
Peripheral positions get more attention. First and last sections receive disproportionate attention. Bury a critical rule in the middle and it gets skipped.
Specificity drives compliance. "Consider running audits" gets ignored. "Call accessibility_audit before emitting RUN_COMPLETED" gets followed.
Unconditional beats conditional. "You MUST call X" works. "When appropriate, consider X" does not.
Description Optimization
The description field controls when the skill activates. The agent reads it to decide: "Should I load this right now?" Describe triggering conditions, not workflow.
Bad: description: A skill for TDD - write test first, watch it fail, write code
Good: description: Use when tests have race conditions, timing dependencies, or pass/fail inconsistently. Covers flaky tests, hanging tests, zombie processes.
Checklist for descriptions:
- Start with "Use when..." focusing on triggering conditions
- Include specific symptoms and error messages the user would mention
- Include synonyms (timeout/hang/freeze, cleanup/teardown/afterEach)
- Name tools, commands, file types that signal relevance
- Max 500 characters. Under 200 for frequently-loaded skills
- Never summarize the skill's process — this causes agents to follow the description instead of loading the full skill
Skill Structure
.agents/skills/<skill-name>/
SKILL.md # Required. Under 200 lines.
references/ # Optional. Heavy reference docs (100+ lines).
Frontmatter
---
name: kebab-case-name
description: Use when [triggering conditions]. Covers [symptoms, tools, keywords].
---
Use verb-first active naming: creating-skills not skill-creation, condition-based-waiting not async-helpers.
Writing Instructions That Get Followed
Lead with identity, then constraints
One-line role statement, then hard constraints immediately. Do not build up to them.
# Browser Test Executor
You are executing adversarial browser tests against code changes.
REQUIRED for every test run:
1. Call accessibility_audit before completing
2. Call performance_metrics before completing
3. Call close to flush the session
Use numbered checklists gated on completion
Numbered lists signal sequence and completeness. Tie them to whatever marks the task "done."
Before marking the task complete, you MUST:
1. Run the linter
2. Run the type checker
3. Run the test suite
Do not skip any step. A skipped step is a failed task.
The trailing "do not skip" is not redundant — it closes the escape hatch.
Name tools and commands exactly
Never "run the appropriate checks." Always call accessibility_audit or run pnpm typecheck.
Put mandatory behaviors at the end
The last section is the last thing read before acting. Put the non-negotiable checklist there.
One good example, one bad example
Examples are worth more than explanations.
**Bad:** `test the login page`
**Good:** `Submit login with empty fields, invalid email, wrong password, valid credentials. Verify errors and redirect.`
Bulletproofing Against Rationalization
Agents invent reasons to skip rules. Anticipate and close every loophole explicitly.
Close escape hatches: After every mandatory rule, add: "No exceptions for 'just this once', 'it's simple enough', or 'I'll do it next time'."
Build a rationalization table from your RED phase testing. Every excuse the agent made becomes an explicit counter in the skill:
| Agent Says | Skill Responds |
|---|---|
| "This change is too small to test" | Every change gets tested. Size is not an exemption. |
| "I already verified manually" | Manual verification is not a substitute. Run the tool. |
| "The user didn't ask for this" | The skill requires it. User silence is not opt-out. |
Create a red flags list: "If you catch yourself thinking any of these, stop and follow the checklist."
Anti-Patterns
| Pattern | Why It Fails |
|---|---|
| "Consider running X when appropriate" | Conditional + vague = ignored |
| Giant skill files (>200 lines) | Exceeds instruction budget, compliance drops |
| Duplicating CLAUDE.md rules | Burns budget twice for the same instruction |
| Listing every edge case | Show one example, not twenty — the agent infers the rest |
| "Be thorough" / "Be careful" | Vibes, not instructions. Say what "thorough" means concretely |
| Multi-paragraph justifications | The agent needs the rule, not the backstory. One sentence of "why" max |
| Critical rules in the middle | Middle-of-prompt blindspot. Move to top or bottom |
| Writing a skill without testing first | You don't know what failures to address. Delete it, start with RED. |
| Workflow-summarizing descriptions | Agent follows the summary instead of loading the full skill |
Checklist: Before Shipping
- Tested without the skill first (RED phase) and documented failures
- Skill addresses those specific failures, not hypothetical ones
- Description starts with "Use when..." and lists triggering conditions, not workflow
- Under 200 lines total
- Mandatory behaviors in a numbered checklist at top or bottom
- Every tool/command named exactly — no "appropriate" or "relevant"
- No hedging ("consider", "when appropriate", "if needed")
- At least one good/bad example pair
- No duplication with CLAUDE.md or other skills
- Escape hatches closed with explicit "no exceptions" language
- Re-tested with the skill (GREEN phase) and agent now complies
先判断是否适合
作者设计意图
作者的方法与取舍
边界和复核