Investigate why something happens — confirm the question and success criteria with you, then trace the root cause with an evidence chain.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
<investigation_request>$ARGUMENTS</investigation_request>
Rewrite the user's investigation request into one confirmed question with Step 1 below, then trace it with Step 2. The user's original request is in <investigation_request/>.
Read the user's request in <investigation_request/>. Perform two tasks:
Formulate 2 or more distinct interpretations of what they are asking. Present these interpretations to the user using the AskUserQuestion tool so the user can select the correct one or provide their own clarification.
Each interpretation MUST be a concrete, falsifiable question — not a vague restatement. Frame each as "Are you asking X?" where X is specific enough to investigate.
Example for the request "find out why the tests fail":
Do NOT proceed until the user has confirmed which interpretation is correct or provided their own.
If the user selects "Other" and provides additional context, reformulate the interpretations and ask again. Only proceed when you have a single, unambiguous question to investigate.
Load the dh:root-cause-tracing-process skill with the Skill tool now. For the confirmed interpretation, write the QUESTION and SUCCESS CRITERIA block its Inputs section defines. You run its steps at Step 2 below.
Present the success criteria to the user for confirmation. Adjust if the user's definition of "done" differs.
Do NOT proceed to Step 2 until both interpretation and success criteria are confirmed.
Follow the loaded dh:root-cause-tracing-process skill from Step 0, with the confirmed QUESTION and SUCCESS CRITERIA as its Inputs, through its Step 5 report.
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概要と使いどころ
Add automated documentation updater to any Claude skill. Creates a Python sync script that downloads upstream docs, processes markdown for AI consumption, and maintains local cache with configurable refresh. Collects template variables, then delegates implementation through 5-phase workflow. Use when adding auto-updating reference documentation to plugins or skills.
日本語の概要は準備中です。原文の説明を表示しています。
SAM-style feature initiation workflow — discovery through codebase analysis, architecture spec, task decomposition, validation, and context manifest. Use when a user asks to add a feature, plan a feature, or convert an idea into an executable SAM plan.
日本語の概要は準備中です。原文の説明を表示しています。
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
日本語の概要は準備中です。原文の説明を表示しています。
Browser automation for AI agents using the agent-browser CLI and Playwright. Use when navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, logging into sites, or automating any browser task. Triggers on "open a website", "fill out a form", "click a button", "scrape data", "test this web app", "automate browser actions", or any programmatic web interaction request.
日本語の概要は準備中です。原文の説明を表示しています。
Runs the description-drift experiment — spawns all Claude Code agents simultaneously to collect self-reported capabilities, then compares them against static frontmatter descriptions to reveal how reliable orchestrator routing based on descriptions actually is. Use when measuring description drift across the agent fleet, re-running the capability collection experiment, analyzing a specific agent's self-reported capabilities, or auditing whether frontmatter descriptions accurately reflect agent behavior.
日本語の概要は準備中です。原文の説明を表示しています。
Create or adapt Claude Code agent definitions. Use when creating an agent, changing subagent configuration, selecting agent scope, or designing a specialized delegation role.
日本語の概要は準備中です。原文の説明を表示しています。