gsd-debug — for Claude Code gsd-debug, cloud-cli-proxy, community, for Claude Code, ide skills, claude-code, {{GSD_ARGS}}, StrReplace, WebSearch, WebFetch

v1.0.0

이 스킬 정보

적합한 상황: Ideal for AI agents that need <cursor skill adapter. 현지화된 요약: 一条命令获取专属云主机,预装 Claude Code,所有流量走指定出口 IP。基于 Docker + WireGuard/sing-box 全隧道,零泄漏。 <cursor skill adapter A. It covers claude-code, cloud-cli-proxy, ssh workflows.

기능

<cursor skill adapter
A. Skill Invocation
This skill is invoked when the user mentions gsd-debug or describes a task matching this skill.
Treat all user text after the skill mention as {{GSD ARGS}}.
If no arguments are present, treat {{GSD ARGS}} as empty.

# Core Topics

ZaneL1u ZaneL1u
[29]
[5]
Updated: 4/19/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 10/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Quality floor passed for review
Review Score
10/11
Quality Score
60
Canonical Locale
en
Detected Body Locale
en

적합한 상황: Ideal for AI agents that need <cursor skill adapter. 현지화된 요약: 一条命令获取专属云主机,预装 Claude Code,所有流量走指定出口 IP。基于 Docker + WireGuard/sing-box 全隧道,零泄漏。 <cursor skill adapter A. It covers claude-code, cloud-cli-proxy, ssh workflows.

이 스킬을 사용하는 이유

추천 설명: gsd-debug helps agents <cursor skill adapter. 一条命令获取专属云主机,预装 Claude Code,所有流量走指定出口 IP。基于 Docker + WireGuard/sing-box 全隧道,零泄漏。 <cursor skill adapter A.

최적의 용도

적합한 상황: Ideal for AI agents that need <cursor skill adapter.

실행 가능한 사용 사례 for gsd-debug

사용 사례: Applying <cursor skill adapter
사용 사례: Applying A. Skill Invocation
사용 사례: Applying This skill is invoked when the user mentions gsd-debug or describes a task matching this skill

! 보안 및 제한 사항

  • 제한 사항: When the workflow needs user input, prompt the user conversationally:
  • 제한 사항: When the workflow needs to spawn a subagent:
  • 제한 사항: Valid GSD subagent types (use exact names — do not fall back to 'general-purpose'):

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is gsd-debug?

적합한 상황: Ideal for AI agents that need <cursor skill adapter. 현지화된 요약: 一条命令获取专属云主机,预装 Claude Code,所有流量走指定出口 IP。基于 Docker + WireGuard/sing-box 全隧道,零泄漏。 <cursor skill adapter A. It covers claude-code, cloud-cli-proxy, ssh workflows.

How do I install gsd-debug?

Run the command: npx killer-skills add ZaneL1u/cloud-cli-proxy/gsd-debug. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for gsd-debug?

Key use cases include: 사용 사례: Applying <cursor skill adapter, 사용 사례: Applying A. Skill Invocation, 사용 사례: Applying This skill is invoked when the user mentions gsd-debug or describes a task matching this skill.

Which IDEs are compatible with gsd-debug?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for gsd-debug?

제한 사항: When the workflow needs user input, prompt the user conversationally:. 제한 사항: When the workflow needs to spawn a subagent:. 제한 사항: Valid GSD subagent types (use exact names — do not fall back to 'general-purpose'):.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add ZaneL1u/cloud-cli-proxy/gsd-debug. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use gsd-debug immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

gsd-debug

Install gsd-debug, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

<cursor_skill_adapter>

A. Skill Invocation

  • This skill is invoked when the user mentions gsd-debug or describes a task matching this skill.
  • Treat all user text after the skill mention as {{GSD_ARGS}}.
  • If no arguments are present, treat {{GSD_ARGS}} as empty.

B. User Prompting

When the workflow needs user input, prompt the user conversationally:

  • Present options as a numbered list in your response text
  • Ask the user to reply with their choice
  • For multi-select, ask for comma-separated numbers

C. Tool Usage

Use these Cursor tools when executing GSD workflows:

  • Shell for running commands (terminal operations)
  • StrReplace for editing existing files
  • Read, Write, Glob, Grep, Task, WebSearch, WebFetch, TodoWrite as needed

D. Subagent Spawning

When the workflow needs to spawn a subagent:

  • Use Task(subagent_type="generalPurpose", ...)
  • The model parameter maps to Cursor's model options (e.g., "fast") </cursor_skill_adapter>
<objective> Debug issues using scientific method with subagent isolation.

Orchestrator role: Gather symptoms, spawn gsd-debugger agent, handle checkpoints, spawn continuations.

Why subagent: Investigation burns context fast (reading files, forming hypotheses, testing). Fresh 200k context per investigation. Main context stays lean for user interaction. </objective>

<available_agent_types> Valid GSD subagent types (use exact names — do not fall back to 'general-purpose'):

  • gsd-debugger — Diagnoses and fixes issues </available_agent_types>
<context> User's issue: {{GSD_ARGS}}

Check for active sessions:

bash
1ls .planning/debug/*.md 2>/dev/null | grep -v resolved | head -5
</context> <process>

0. Initialize Context

bash
1INIT=$(node ".cursor/get-shit-done/bin/gsd-tools.cjs" state load) 2if [[ "$INIT" == @file:* ]]; then INIT=$(cat "${INIT#@file:}"); fi

Extract commit_docs from init JSON. Resolve debugger model:

bash
1debugger_model=$(node ".cursor/get-shit-done/bin/gsd-tools.cjs" resolve-model gsd-debugger --raw)

1. Check Active Sessions

If active sessions exist AND no {{GSD_ARGS}}:

  • List sessions with status, hypothesis, next action
  • User picks number to resume OR describes new issue

If {{GSD_ARGS}} provided OR user describes new issue:

  • Continue to symptom gathering

2. Gather Symptoms (if new issue)

Use conversational prompting for each:

  1. Expected behavior - What should happen?
  2. Actual behavior - What happens instead?
  3. Error messages - Any errors? (paste or describe)
  4. Timeline - When did this start? Ever worked?
  5. Reproduction - How do you trigger it?

After all gathered, confirm ready to investigate.

3. Spawn gsd-debugger Agent

Fill prompt and spawn:

markdown
1<objective> 2Investigate issue: {slug} 3 4**Summary:** {trigger} 5</objective> 6 7<symptoms> 8expected: {expected} 9actual: {actual} 10errors: {errors} 11reproduction: {reproduction} 12timeline: {timeline} 13</symptoms> 14 15<mode> 16symptoms_prefilled: true 17goal: find_and_fix 18</mode> 19 20<debug_file> 21Create: .planning/debug/{slug}.md 22</debug_file>
Task(
  prompt=filled_prompt,
  subagent_type="gsd-debugger",
  model="{debugger_model}",
  description="Debug {slug}"
)

4. Handle Agent Return

If ## ROOT CAUSE FOUND:

  • Display root cause and evidence summary
  • Offer options:
    • "Fix now" - spawn fix subagent
    • "Plan fix" - suggest /gsd-plan-phase --gaps
    • "Manual fix" - done

If ## CHECKPOINT REACHED:

  • Present checkpoint details to user
  • Get user response
  • If checkpoint type is human-verify:
    • If user confirms fixed: continue so agent can finalize/resolve/archive
    • If user reports issues: continue so agent returns to investigation/fixing
  • Spawn continuation agent (see step 5)

If ## INVESTIGATION INCONCLUSIVE:

  • Show what was checked and eliminated
  • Offer options:
    • "Continue investigating" - spawn new agent with additional context
    • "Manual investigation" - done
    • "Add more context" - gather more symptoms, spawn again

5. Spawn Continuation Agent (After Checkpoint)

When user responds to checkpoint, spawn fresh agent:

markdown
1<objective> 2Continue debugging {slug}. Evidence is in the debug file. 3</objective> 4 5<prior_state> 6<files_to_read> 7- .planning/debug/{slug}.md (Debug session state) 8</files_to_read> 9</prior_state> 10 11<checkpoint_response> 12**Type:** {checkpoint_type} 13**Response:** {user_response} 14</checkpoint_response> 15 16<mode> 17goal: find_and_fix 18</mode>
Task(
  prompt=continuation_prompt,
  subagent_type="gsd-debugger",
  model="{debugger_model}",
  description="Continue debug {slug}"
)
</process>

<success_criteria>

  • Active sessions checked
  • Symptoms gathered (if new)
  • gsd-debugger spawned with context
  • Checkpoints handled correctly
  • Root cause confirmed before fixing </success_criteria>

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