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Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
Guidance for structuring Ark documentation using the Diataxis framework. Use this skill when creating new docs, deciding where content belongs, reviewing documentation PRs, or restructuring existing documentation.
Structured workflow for drafting NEW GitHub issues with codebase research, duplicate detection, and testing approach. Always asks clarifying questions and shows the draft for approval before creating. For searching, listing, viewing, or updating existing issues, use the "issues" skill instead.
Produce a themed Slack post announcing Ark releases. Pulls from BOTH the Ark core repo (mckinsey/agents-at-scale-ark) and the Marketplace repo (mckinsey/agents-at-scale-marketplace), validates docs links, groups features by theme with relevant emoji, and ends with a "Coming next" section sourced from the current sprint on the ARK project board. Invoke when the user asks for a "release announcement", "slack post", "what's new since vX", "changelog for
Guidance for developing the Ark Kubernetes operator. Use when modifying Go types, CRDs, controllers, or webhooks. Helps with CRD generation and Helm chart sync issues.
Run and write Ark Chainsaw tests with mock-llm. Use for running tests, debugging failures, or creating new e2e tests.
Consolidate open Dependabot PRs into a single integration branch. Use when the user asks to "consolidate dependabot", "merge dependabot PRs", "batch dependency updates", or mentions dependabot PR management.
基于 SOC 职业分类
| name | ark-research |
| description | Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies. |
Research technical solutions and gather evidence before implementation.
Always start with web search to find:
GitHub raw content is often blocked. Clone repos to examine them:
cd /tmp
git clone https://github.com/owner/repo.git
cat /tmp/repo/README.md
Look for:
If a website cannot be loaded:
Example prompt:
"I found a relevant resource at [URL] but cannot access it. Could you paste the key content or provide the PDF?"
Store findings in ./scratch/research/ for review:
mkdir -p ./scratch/research
Save:
Minimum 2-3 datapoints required before recommending a solution:
If insufficient evidence, ask for guidance:
"I found only one reference to this approach. Can you point me to additional resources or clarify the requirements?"
Always back up findings with sources:
## Research: [Topic]
### Option 1: [Solution Name]
- **Source**: [URL or repo link]
- **Pros**: ...
- **Cons**: ...
- **Evidence**: [What confirms this works]
### Option 2: [Solution Name]
...
### Recommendation
Based on [N] sources, I recommend [Option] because...
### Sources
- [Title](URL)
- [Repo](GitHub URL) - cloned and examined
- [Spec](URL) - user provided
User: "Research options for terminal recording in an MCP server"