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tapd-ai-cli: Command for Claude Code

.codebuddy/commands/speckit.specify.md

speckit.specify is a command for Claude Code from studyzy/tapd-ai-cli. It costs 11 tokens per session (3,315 once invoked), scanned A, a copy of speckit.specify, Apache-2.0.

A command that creates or updates a software feature specification from a plain-language description.

In plain words
What is it for?
It creates a numbered feature branch and specification setup, using the description to define the feature's purpose and preserve technical terms such as OAuth2 or API.
Why use it?
It provides a structured starting point for development and assigns a short branch name after checking existing branches and specification folders.

Command for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

This is studyzy/tapd-ai-cli's own configuration. It tells Claude Code how to work on tapd-ai-cli itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything tapd-ai-cli configures →

not rated 61repo 3mo ago A scan 11 tokens copy · 100% Apache-2.0
View source ↗ studyzy/tapd-ai-cli
Reuse

Borrowing it

Nothing to install: this file belongs to studyzy/tapd-ai-cli. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/studyzy/tapd-ai-cli/main/.codebuddy/commands/speckit.specify.md
Clone the repo
git clone --depth 1 https://github.com/studyzy/tapd-ai-cli

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site
<a href="https://agentmods.dev/commands/studyzy/tapd-ai-cli/speckit.specify"><img src="https://agentmods.dev/badge/commands/studyzy/tapd-ai-cli/speckit.specify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for speckit.specify

Your own site · 80×15
<a href="https://agentmods.dev/commands/studyzy/tapd-ai-cli/speckit.specify"><img src="https://agentmods.dev/badge/commands/studyzy/tapd-ai-cli/speckit.specify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 11 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,315 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00011 $0.03315
Opus 5.5 $0.00004 $0.01326
Sonnet 5.5 $0.00002 $0.00663
Haiku 4.5 $0.00001 $0.00331

Measured 2mo ago against content hash f97ab42eb3cb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

speckit.specify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to speckit.specify — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.codebuddy/commands/speckit.specify.md · 259 lines

How it starts

The opening of the file, as written. The whole thing — 259 lines — stays where its author put it; the contents beside it link to each section on GitHub.

用户输入

$ARGUMENTS

在继续之前, 你必须考虑用户输入(如果不为空).

概述

用户在触发消息中 /speckit.specify 后输入的文本就是功能描述. 假设你始终可以在本次对话中访问它, 即使下面字面上显示 $ARGUMENTS. 除非用户提供了空命令, 否则不要要求用户重复.

基于该功能描述, 执行以下操作:

  1. 为分支生成一个简短名称(2-4个词):

    • 分析功能描述并提取最有意义的关键词
    • 创建一个2-4个词的简短名称, 捕捉功能的核心
    • 尽可能使用动-名词格式(例如, "add-user-auth", "fix-payment-bug")
    • 保留技术术语和缩写(OAuth2, API, JWT等)
    • 保持简洁但足够描述性, 便于快速理解功能
    • 示例:
      • "I want to add user authentication" → "user-auth"
      • "Implement OAuth2 integration for the API" → "oauth2-api-integration"
      • "Create a dashboard for analytics" → "analytics-dashboard"
      • "Fix payment processing timeout bug" → "fix-payment-timeout"

  2. 在创建新分支之前检查现有分支:

    a. 首先, 获取所有远程分支以确保我们有最新信息:

    git fetch --all --prune

    b. 查找所有来源中简短名称的最高功能编号:

    • 远程分支: git ls-remote --heads origin | grep -E 'refs/heads/[0-9]+-<short-name>$'
    • 本地分支: git branch | grep -E '^[* ]*[0-9]+-<short-name>$'
    • 规范目录: 检查匹配 specs/[0-9]+-<short-name> 的目录

    c. 确定下一个可用编号:

    • 从所有三个来源提取所有编号
    • 找到最高编号 N
    • 对新分支编号使用 N+1

    d. 使用计算出的编号和简短名称运行脚本 .specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS":

    • 传递 --number N+1 和 --short-name "your-short-name" 以及功能描述
    • Bash 示例: .specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS" --json --number 5 --short-name "user-auth" "添加用户认证"
    • PowerShell 示例: .specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS" -Json -Number 5 -ShortName "user-auth" "添加用户认证"

    重要说明:

    • 检查所有三个来源(远程分支, 本地分支, 规范目录)以找到最高编号
    • 仅匹配具有精确简短名称模式的分支/目录
    • 如果没有找到具有此简短名称的现有分支/目录, 从编号 1 开始
    • 你必须且只能运行此脚本一次
    • JSON 在终端中作为输出提供 - 请始终参考它以获取你要查找的实际内容
    • JSON 输出将包含 BRANCH_NAME 和 SPEC_FILE 路径
    • 对于参数中的单引号(如 "I'm Groot"), 使用转义语法: 例如 'I'''m Groot'(或尽可能使用双引号: "I'm Groot")

  3. 加载 .specify/templates/spec-template.md 以了解必需的章节.

  4. 遵循此执行流程:

    1. 从输入解析用户描述 如果为空: 错误 "未提供功能描述"
    2. 从描述中提取关键概念 识别: 参与者, 操作, 数据, 约束
    3. 对于不明确的方面:
      • 基于上下文和行业标准做出有根据的猜测
      • 仅在以下情况下标记为 [NEEDS CLARIFICATION: 具体问题]:
        • 选择显著影响功能范围或用户体验
        • 存在多个合理的解释且有不同的含义
        • 没有合理的默认值
      • 限制: 最多 3 个 [NEEDS CLARIFICATION] 标记
      • 按影响优先级排序: 范围 > 安全/隐私 > 用户体验 > 技术细节
    4. 填写用户场景和测试章节 如果没有明确的用户流程: 错误 "无法确定用户场景"
    5. 生成功能需求 每个需求必须是可测试的 对未指定的细节使用合理的默认值(在假设章节中记录假设)
    6. 定义成功标准 创建可衡量的, 技术无关的结果 包括定量指标(时间, 性能, 数量)和定性措施(用户满意度, 任务完成) 每个标准必须无需实现细节即可验证
    7. 识别关键实体(如果涉及数据)
    8. 返回: 成功(规范准备好进行规划)

Read the full file on GitHub · 259 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 259 lines · 11 tokens per session scan A f97ab42eb3cb

Subscribe to this mod's changes

speckit.specify is a command published in the GitHub repository studyzy/tapd-ai-cli (61 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 11 tokens to every session and 3,315 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to speckit.specify, differing in 0 lines, and is treated as a copy.

Planning
Related

speckit.specify compared with commands from other repositories

speckit.specify next to 6 commands from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
speckit.specifystudyzy/tapd-ai-cliCommand613mo agoApache-2.0A11Claude Code
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clarifygithub/spec-kitCommand148kyesterdayMITA27Claude Code
specifygithub/spec-kitCommand148kyesterdayMITA13Claude Code
analyzegithub/spec-kitCommand148kyesterdayMITA26Claude Code
convergegithub/spec-kitCommand148kyesterdayMITA35Claude Code
implementgithub/spec-kitCommand148kyesterdayMITA14Claude Code