一键导入
agentic-workflows
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
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。
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Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
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。
基于 SOC 职业分类
| name | agentic-workflows |
| description | Route gh-aw workflow design/create/debug/upgrade requests to the right prompts. |
Use this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.
This skill is a dispatcher: identify the task type, load the matching workflow prompt/skill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.
Read only the files you need:
Load these files from github/gh-aw (they are not available locally).
.github/aw/agentic-chat.md
.github/aw/agentic-workflows-mcp.md
.github/aw/asciicharts.md
.github/aw/campaign.md
.github/aw/charts-trending.md
.github/aw/charts.md
.github/aw/cli-commands.md
.github/aw/context.md
.github/aw/create-agentic-workflow.md
.github/aw/create-shared-agentic-workflow.md
.github/aw/debug-agentic-workflow.md
.github/aw/dependabot.md
.github/aw/deployment-status.md
.github/aw/experiments.md
.github/aw/github-agentic-workflows.md
.github/aw/github-mcp-server.md
.github/aw/instructions.md
.github/aw/llms.md
.github/aw/loop.md
.github/aw/lsp.md
.github/aw/mcp-clis.md
.github/aw/memory-stateful-patterns.md
.github/aw/memory.md
.github/aw/messages.md
.github/aw/network.md
.github/aw/optimize-agentic-workflow.md
.github/aw/patterns.md
.github/aw/pr-reviewer.md
.github/aw/report.md
.github/aw/reuse.md
.github/aw/safe-outputs-automation.md
.github/aw/safe-outputs-content.md
.github/aw/safe-outputs-management.md
.github/aw/safe-outputs-runtime.md
.github/aw/safe-outputs.md
.github/aw/serena-tool.md
.github/aw/shared-safe-jobs.md
.github/aw/skills.md
.github/aw/subagents.md
.github/aw/syntax-agentic.md
.github/aw/syntax-core.md
.github/aw/syntax-tools-imports.md
.github/aw/syntax.md
.github/aw/test-coverage.md
.github/aw/test-expression.md
.github/aw/token-optimization.md
.github/aw/triggers.md
.github/aw/update-agentic-workflow.md
.github/aw/upgrade-agentic-workflows.md
.github/aw/visual-regression.md
.github/aw/workflow-constraints.md
.github/aw/workflow-editing.md
.github/aw/workflow-patterns.md
.github/skills/agentic-workflow-designer/SKILL.md
After loading the matching workflow prompt or skill, follow it directly:
Design workflows from scratch via interview: skills/agentic-workflow-designer/SKILL.md
Create new workflows: .github/aw/create-agentic-workflow.md
Update existing workflows: .github/aw/update-agentic-workflow.md
Debug, audit, or investigate workflows: .github/aw/debug-agentic-workflow.md
Upgrade workflows and fix deprecations: .github/aw/upgrade-agentic-workflows.md
Create shared components or MCP wrappers: .github/aw/create-shared-agentic-workflow.md
Create report-generating workflows: .github/aw/report.md
Fix Dependabot manifest PRs: .github/aw/dependabot.md
Analyze coverage workflows: .github/aw/test-coverage.md
Render compact markdown charts: .github/aw/asciicharts.md
Map CLI commands to MCP usage: .github/aw/cli-commands.md
Choose workflow architecture and patterns: .github/aw/patterns.md
Optimize token usage and cost: .github/aw/token-optimization.md
When the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow skills/otel-queries/SKILL.md after loading the matching workflow prompt or skill.
Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document primarily by reading files on disk (local-first) — use it whenever the user wants to understand, map, document, research, or onboard onto a codebase ("research this repo", "write up the architecture", "do an architecture deep dive", "document how this codebase works", "map the system design", "create an onboarding doc"). Modernization mode generates a phased plan to modernize, migrate, upgrade, or rewrite a legacy system ("modernize this", "plan the migration", "how would we rewrite this", "how do we get off this legacy stack"); if no architecture document exists yet it first runs Documentation mode, then continues straight through to the plan. It assumes the legacy stack may be dead, runs a time-boxed feasibility spike, and picks the highest achievable rung on a safety ladder instead of demanding a fully-green legacy CI gate up front.
Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication, sessions, rate limiting, input-schema validation, official-SDK usage, RCE vectors, and the OWASP MCP Top 10 — producing a report with file/line evidence. Use this skill when: - Reviewing an MCP server implementation for security before release - Checking a server against the baseline controls (MCP-01 to MCP-05) and the OWASP MCP Top 10 - Auditing tools for RCE vectors (command/code injection, unsafe deserialization, path traversal, SSTI, dependency hijacking, SSRF) - Verifying auth, session, rate-limiting, and input-validation controls on a network-exposed server - Reviewing MCP client code that handles untrusted server responses and session IDs - Requests like "review this MCP server for security" or "is my MCP server implementation secure?"
Ongoing development guidance for agentic web apps that pair a CopilotKit frontend with Microsoft Agent Framework agents on Azure AI Foundry hosted agents over the AG-UI protocol - add and gate agent tools, wire human-in-the-loop approvals, build generative UI and shared state, debug the event stream, upgrade pre-1.0 packages safely, and deploy hosted agent updates.
Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g. `Should -Be` -> `Should-Be`, `Should -Not -Be` -> `Should-NotBe`. Tracks Pester 6, which is still a release candidate, so this guidance may change; verified against Pester 6.0.0-rc2. Use when converting Pester v5 assertions to Pester v6 Should-* operators, modernizing a Pester test suite, or when a user asks to migrate, convert, or rewrite `Should -...` calls in .Tests.ps1 / PowerShell files.
Experimental (preview) Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6. The v5→v6 path tracks Pester 6, which is still a release candidate, so that guidance may change. Covers the Discovery/Run two-phase model, moving setup into BeforeAll, $PSScriptRoot vs $MyInvocation, mock changes (Assert-MockCalled → Should -Invoke, removed fall-through), Invoke-Pester parameters → PesterConfiguration, data-driven -ForEach/-TestCases, and the v6 breaking changes. Use when the user asks to upgrade, migrate, or modernize Pester tests, fix *.Tests.ps1 files that broke after bumping the Pester version, or convert legacy Should / Invoke-Pester syntax.
Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no @copilot mention), triages every open thread (Copilot, humans, advanced-security) with a fix / decline / escalate rubric, dispatches parallel fix sub-agents that obey the repo build/test/lint conventions, commits per iteration, replies+resolves citing the pushed SHA, then re-triggers until HEAD is reviewed with zero threads awaiting the agent's reply (remaining open threads are explicit hand-offs to the human — escalated declines, design tradeoffs). You merge a clean PR; the bot runs it. Trigger phrases: "address copilot comments", "run a copilot review loop", "fix this PR", "iterate on copilot feedback". Repo-agnostic, gh CLI + PowerShell. Full autopilot needs repo Triage/Write; external PR authors get single-iteration mode plus manual re-trigger (UI 🔄 or substantive-commit push).