Gives the dh CLI command and the directory of dh's scripts, both resolved from this skill's own directory. Use before running a dh plan, backlog, artifact or dispatch command, or a script from dh's scripts directory, and when an mcp__plugin_dh_* server failed to connect.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
<sam_cli> uv run "${CLAUDE_SKILL_DIR}/../../sam_schema/cli.py" uv run "${KIMI_SKILL_DIR}/../../sam_schema/cli.py" uv run "${HERMES_SKILL_DIR}/../../sam_schema/cli.py" </sam_cli>
<dh_scripts> ${CLAUDE_SKILL_DIR}/../../scripts ${KIMI_SKILL_DIR}/../../scripts ${HERMES_SKILL_DIR}/../../scripts </dh_scripts>
Use the line whose path is absolute. A line still reading ${…} names a variable this harness does
not fill in; pass over it.
When no line is absolute, use the absolute directory the harness supplied with this skill, returned
as skill_root, or used to read this SKILL.md. Then <sam_cli/> is
uv run "<that directory>/../../sam_schema/cli.py", and <dh_scripts/> is
<that directory>/../../scripts.
When no line is absolute and no such directory is stated, report STATUS: BLOCKED naming this
skill, and run no <sam_cli/> command. Use the mcp__plugin_dh_* tools for any operation that has
one.
Wherever a dh skill, agent or reference writes <sam_cli/> plan read …, run your <sam_cli> line
followed by the words written after <sam_cli/>. The path in the line is complete; run it as
written. A path written <dh_scripts/>/name.py is your <dh_scripts> line followed by /name.py.
A dh command written without <sam_cli/>, such as plan read --address …, runs the same way: your
<sam_cli> line followed by the command.
When a <sam_cli/> command fails, run <sam_cli/> plan --help. When that also exits non-zero,
report the exact command and its stderr as STATUS: BLOCKED, and run no other <sam_cli/> command.
For the grouped commands and their options, read command reference.
When a dispatch names a ledger address and attempt, read
the runner contract before its first ledger command.
When returning or consuming an agent's response, load dh:subagent-contract for response
destination and transport status.
When an mcp__plugin_dh_* server failed to connect, read MCP connection check.
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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.
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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.
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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.
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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.
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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.
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Create or adapt Claude Code agent definitions. Use when creating an agent, changing subagent configuration, selecting agent scope, or designing a specialized delegation role.
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