[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6ADBAHQWTYXA3X2G0975C97":3,"skill-same:01M6ADBAHQWTYXA3X2G0975C97":58},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":24,"linkOnly":25,"markdownContent":26,"markdownBody":27,"frontMatter":28,"refName":29,"commitSha":30,"skillDirectory":31,"forksCount":32,"repositoryHtmlUrl":33,"repositoryHomepageUrl":6,"ownerHtmlUrl":34,"ownerBlogUrl":35,"ownerDescription":36,"updatedAt":37,"install":38,"resources":51},"01M6ADBAHQWTYXA3X2G0975C97","agentic-workflows",null,"Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies.","github\u002Fgh-aw-actions","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6ADB8934W3TCGEWSJJ0KF4S",51,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw-actions\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fagentic-workflows\u002FSKILL.md",[],[19,20,21,22,23],"agentic","workflows","agentic workflows","design","debugging","2026-11-10 10:12:30",false,"---\nname: agentic-workflows\ndescription: Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies.\n---\n\n# Agentic Workflows Router\n\nUse this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.\n\nThis skill is a dispatcher: identify the task type, load the matching workflow prompt\u002Fskill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.\n\nRepository overlay (optional):\n- If `.github\u002Faw\u002Finstructions.md` exists, load it with `@.github\u002Faw\u002Finstructions.md` after loading the matched prompt\u002Fskill.\n- Precedence: repository overlay instructions override upstream defaults when they conflict.\n\nRead only the files you need:\nLoad these files from `github\u002Fgh-aw` (they are not available locally).\n- `.github\u002Faw\u002Faction-container-substitutions.md`\n- `.github\u002Faw\u002Fagent-runtime-instructions.md`\n- `.github\u002Faw\u002Fagentic-chat.md`\n- `.github\u002Faw\u002Fagentic-workflows-mcp.md`\n- `.github\u002Faw\u002Fanalyzing-runs.md`\n- `.github\u002Faw\u002Fasciicharts.md`\n- `.github\u002Faw\u002Fcampaign.md`\n- `.github\u002Faw\u002Fcharts-trending.md`\n- `.github\u002Faw\u002Fcharts.md`\n- `.github\u002Faw\u002Fcli-commands.md`\n- `.github\u002Faw\u002Fcompat.md`\n- `.github\u002Faw\u002Fconfigure-agentic-engine.md`\n- `.github\u002Faw\u002Fcontext.md`\n- `.github\u002Faw\u002Fcreate-agentic-workflow-trigger-details.md`\n- `.github\u002Faw\u002Fcreate-agentic-workflow.md`\n- `.github\u002Faw\u002Fcreate-shared-agentic-workflow.md`\n- `.github\u002Faw\u002Fdebug-agentic-workflow.md`\n- `.github\u002Faw\u002Fdebug-model-engine-misconfiguration.md`\n- `.github\u002Faw\u002Fdebug-security-review.md`\n- `.github\u002Faw\u002Fdependabot.md`\n- `.github\u002Faw\u002Fdeployment-status.md`\n- `.github\u002Faw\u002Fdesigner-mappings.md`\n- `.github\u002Faw\u002Fdesigner.md`\n- `.github\u002Faw\u002Fdrive-memory.md`\n- `.github\u002Faw\u002Fenclaves.md`\n- `.github\u002Faw\u002Fevals.md`\n- `.github\u002Faw\u002Fexperiments.md`\n- `.github\u002Faw\u002Fgithub-agentic-workflows.md`\n- `.github\u002Faw\u002Fgithub-mcp-server-pagination.md`\n- `.github\u002Faw\u002Fgithub-mcp-server-tools.md`\n- `.github\u002Faw\u002Fgithub-mcp-server.md`\n- `.github\u002Faw\u002Finstructions.md`\n- `.github\u002Faw\u002Fintent.md`\n- `.github\u002Faw\u002Fjobs.md`\n- `.github\u002Faw\u002Fledger.md`\n- `.github\u002Faw\u002Flinter-workflows.md`\n- `.github\u002Faw\u002Fllms.md`\n- `.github\u002Faw\u002Floop.md`\n- `.github\u002Faw\u002Flsp.md`\n- `.github\u002Faw\u002Fmaintainer.md`\n- `.github\u002Faw\u002Fmcp-clis.md`\n- `.github\u002Faw\u002Fmemory-stateful-patterns.md`\n- `.github\u002Faw\u002Fmemory.md`\n- `.github\u002Faw\u002Fmessages.md`\n- `.github\u002Faw\u002Fmulti-agent-research.md`\n- `.github\u002Faw\u002Fnetwork.md`\n- `.github\u002Faw\u002Foptimize-agentic-workflow.md`\n- `.github\u002Faw\u002Fpatterns.md`\n- `.github\u002Faw\u002Fplaywright.md`\n- `.github\u002Faw\u002Fpr-reviewer.md`\n- `.github\u002Faw\u002Frelease-workflow.md`\n- `.github\u002Faw\u002Freport.md`\n- `.github\u002Faw\u002Freuse.md`\n- `.github\u002Faw\u002Fsafe-outputs-automation.md`\n- `.github\u002Faw\u002Fsafe-outputs-content.md`\n- `.github\u002Faw\u002Fsafe-outputs-management.md`\n- `.github\u002Faw\u002Fsafe-outputs-runtime.md`\n- `.github\u002Faw\u002Fsafe-outputs.md`\n- `.github\u002Faw\u002Fserena-tool.md`\n- `.github\u002Faw\u002Fshared-safe-jobs.md`\n- `.github\u002Faw\u002Fskills.md`\n- `.github\u002Faw\u002Fsubagents.md`\n- `.github\u002Faw\u002Fsyntax-agentic.md`\n- `.github\u002Faw\u002Fsyntax-checkout.md`\n- `.github\u002Faw\u002Fsyntax-core.md`\n- `.github\u002Faw\u002Fsyntax-engine.md`\n- `.github\u002Faw\u002Fsyntax-tools-imports.md`\n- `.github\u002Faw\u002Fsyntax.md`\n- `.github\u002Faw\u002Ftest-coverage.md`\n- `.github\u002Faw\u002Ftest-expression.md`\n- `.github\u002Faw\u002Ftoken-optimization-caching-budgets.md`\n- `.github\u002Faw\u002Ftoken-optimization-observability.md`\n- `.github\u002Faw\u002Ftoken-optimization.md`\n- `.github\u002Faw\u002Ftriggers.md`\n- `.github\u002Faw\u002Fupdate-agentic-workflow.md`\n- `.github\u002Faw\u002Fupgrade-agentic-workflows.md`\n- `.github\u002Faw\u002Fvisual-regression.md`\n- `.github\u002Faw\u002Fwork-queue.md`\n- `.github\u002Faw\u002Fworkflow-constraints.md`\n- `.github\u002Faw\u002Fworkflow-editing.md`\n- `.github\u002Faw\u002Fworkflow-patterns.md`\n\nAfter loading the matching workflow prompt or skill, follow it directly:\n- Design workflows from scratch via interview: `.github\u002Faw\u002Fdesigner.md`\n- Create new workflows: `.github\u002Faw\u002Fcreate-agentic-workflow.md`\n- Configure or add declarative engines: `.github\u002Faw\u002Fconfigure-agentic-engine.md`\n- Update existing workflows: `.github\u002Faw\u002Fupdate-agentic-workflow.md`\n- Diagnose, patch, audit, or actively debug workflows: `.github\u002Faw\u002Fdebug-agentic-workflow.md` (local-first strategy, evidence triage and live gates)\n- AWF model\u002Fendpoint 400s, silent cross-family sub-agent failures, `model: auto` failures, install-step 404s after a version pin, or questions about version fields: go directly to [Model and engine misconfiguration](..\u002F..\u002Faw\u002Fdebug-agentic-workflow.md#model-and-engine-misconfiguration) before suggesting model changes.\n- Upgrade workflows and fix deprecations: `.github\u002Faw\u002Fupgrade-agentic-workflows.md`\n- Create shared components or MCP wrappers: `.github\u002Faw\u002Fcreate-shared-agentic-workflow.md`\n- Create report-generating workflows: `.github\u002Faw\u002Freport.md`\n- Fix Dependabot manifest PRs: `.github\u002Faw\u002Fdependabot.md`\n- Analyze coverage workflows: `.github\u002Faw\u002Ftest-coverage.md`\n- Render compact markdown charts: `.github\u002Faw\u002Fasciicharts.md`\n- Map CLI commands to MCP usage: `.github\u002Faw\u002Fcli-commands.md`\n- Choose workflow architecture and patterns: `.github\u002Faw\u002Fpatterns.md`\n- Design, deploy, inspect or recover a Git-backed work queue: `.github\u002Faw\u002Fwork-queue.md`\n- Optimize token usage and cost: `.github\u002Faw\u002Ftoken-optimization.md`\n- Design long-running multi-agent research workflows: `.github\u002Faw\u002Fmulti-agent-research.md`\n- Add skills or agent plugins requested by the user (`skills:` \u002F `plugins:` frontmatter, never on-the-fly installs): `.github\u002Faw\u002Fskills.md`\n\nWhen the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow `skills\u002Fotel-queries\u002FSKILL.md` after loading the matching workflow prompt or skill.\n\nWhen creating, updating, diagnosing or upgrading a workflow that uses `tools.work-queue`, also load `.github\u002Faw\u002Fwork-queue.md` after the primary prompt. Load deployment docs, operator reference or specification only when that task needs them.\n","# Agentic Workflows Router\n\nUse this skill when a user asks to design, create, update, debug, or upgrade GitHub Agentic Workflows in this repository.\n\nThis skill is a dispatcher: identify the task type, load the matching workflow prompt\u002Fskill file, and follow it directly. Keep responses concise and ask a clarifying question if the correct prompt is unclear.\n\nRepository overlay (optional):\n- If `.github\u002Faw\u002Finstructions.md` exists, load it with `@.github\u002Faw\u002Finstructions.md` after loading the matched prompt\u002Fskill.\n- Precedence: repository overlay instructions override upstream defaults when they conflict.\n\nRead only the files you need:\nLoad these files from `github\u002Fgh-aw` (they are not available locally).\n- `.github\u002Faw\u002Faction-container-substitutions.md`\n- `.github\u002Faw\u002Fagent-runtime-instructions.md`\n- `.github\u002Faw\u002Fagentic-chat.md`\n- `.github\u002Faw\u002Fagentic-workflows-mcp.md`\n- `.github\u002Faw\u002Fanalyzing-runs.md`\n- `.github\u002Faw\u002Fasciicharts.md`\n- `.github\u002Faw\u002Fcampaign.md`\n- `.github\u002Faw\u002Fcharts-trending.md`\n- `.github\u002Faw\u002Fcharts.md`\n- `.github\u002Faw\u002Fcli-commands.md`\n- `.github\u002Faw\u002Fcompat.md`\n- `.github\u002Faw\u002Fconfigure-agentic-engine.md`\n- `.github\u002Faw\u002Fcontext.md`\n- `.github\u002Faw\u002Fcreate-agentic-workflow-trigger-details.md`\n- `.github\u002Faw\u002Fcreate-agentic-workflow.md`\n- `.github\u002Faw\u002Fcreate-shared-agentic-workflow.md`\n- `.github\u002Faw\u002Fdebug-agentic-workflow.md`\n- `.github\u002Faw\u002Fdebug-model-engine-misconfiguration.md`\n- `.github\u002Faw\u002Fdebug-security-review.md`\n- `.github\u002Faw\u002Fdependabot.md`\n- `.github\u002Faw\u002Fdeployment-status.md`\n- `.github\u002Faw\u002Fdesigner-mappings.md`\n- `.github\u002Faw\u002Fdesigner.md`\n- `.github\u002Faw\u002Fdrive-memory.md`\n- `.github\u002Faw\u002Fenclaves.md`\n- `.github\u002Faw\u002Fevals.md`\n- `.github\u002Faw\u002Fexperiments.md`\n- `.github\u002Faw\u002Fgithub-agentic-workflows.md`\n- `.github\u002Faw\u002Fgithub-mcp-server-pagination.md`\n- `.github\u002Faw\u002Fgithub-mcp-server-tools.md`\n- `.github\u002Faw\u002Fgithub-mcp-server.md`\n- `.github\u002Faw\u002Finstructions.md`\n- `.github\u002Faw\u002Fintent.md`\n- `.github\u002Faw\u002Fjobs.md`\n- `.github\u002Faw\u002Fledger.md`\n- `.github\u002Faw\u002Flinter-workflows.md`\n- `.github\u002Faw\u002Fllms.md`\n- `.github\u002Faw\u002Floop.md`\n- `.github\u002Faw\u002Flsp.md`\n- `.github\u002Faw\u002Fmaintainer.md`\n- `.github\u002Faw\u002Fmcp-clis.md`\n- `.github\u002Faw\u002Fmemory-stateful-patterns.md`\n- `.github\u002Faw\u002Fmemory.md`\n- `.github\u002Faw\u002Fmessages.md`\n- `.github\u002Faw\u002Fmulti-agent-research.md`\n- `.github\u002Faw\u002Fnetwork.md`\n- `.github\u002Faw\u002Foptimize-agentic-workflow.md`\n- `.github\u002Faw\u002Fpatterns.md`\n- `.github\u002Faw\u002Fplaywright.md`\n- `.github\u002Faw\u002Fpr-reviewer.md`\n- `.github\u002Faw\u002Frelease-workflow.md`\n- `.github\u002Faw\u002Freport.md`\n- `.github\u002Faw\u002Freuse.md`\n- `.github\u002Faw\u002Fsafe-outputs-automation.md`\n- `.github\u002Faw\u002Fsafe-outputs-content.md`\n- `.github\u002Faw\u002Fsafe-outputs-management.md`\n- `.github\u002Faw\u002Fsafe-outputs-runtime.md`\n- `.github\u002Faw\u002Fsafe-outputs.md`\n- `.github\u002Faw\u002Fserena-tool.md`\n- `.github\u002Faw\u002Fshared-safe-jobs.md`\n- `.github\u002Faw\u002Fskills.md`\n- `.github\u002Faw\u002Fsubagents.md`\n- `.github\u002Faw\u002Fsyntax-agentic.md`\n- `.github\u002Faw\u002Fsyntax-checkout.md`\n- `.github\u002Faw\u002Fsyntax-core.md`\n- `.github\u002Faw\u002Fsyntax-engine.md`\n- `.github\u002Faw\u002Fsyntax-tools-imports.md`\n- `.github\u002Faw\u002Fsyntax.md`\n- `.github\u002Faw\u002Ftest-coverage.md`\n- `.github\u002Faw\u002Ftest-expression.md`\n- `.github\u002Faw\u002Ftoken-optimization-caching-budgets.md`\n- `.github\u002Faw\u002Ftoken-optimization-observability.md`\n- `.github\u002Faw\u002Ftoken-optimization.md`\n- `.github\u002Faw\u002Ftriggers.md`\n- `.github\u002Faw\u002Fupdate-agentic-workflow.md`\n- `.github\u002Faw\u002Fupgrade-agentic-workflows.md`\n- `.github\u002Faw\u002Fvisual-regression.md`\n- `.github\u002Faw\u002Fwork-queue.md`\n- `.github\u002Faw\u002Fworkflow-constraints.md`\n- `.github\u002Faw\u002Fworkflow-editing.md`\n- `.github\u002Faw\u002Fworkflow-patterns.md`\n\nAfter loading the matching workflow prompt or skill, follow it directly:\n- Design workflows from scratch via interview: `.github\u002Faw\u002Fdesigner.md`\n- Create new workflows: `.github\u002Faw\u002Fcreate-agentic-workflow.md`\n- Configure or add declarative engines: `.github\u002Faw\u002Fconfigure-agentic-engine.md`\n- Update existing workflows: `.github\u002Faw\u002Fupdate-agentic-workflow.md`\n- Diagnose, patch, audit, or actively debug workflows: `.github\u002Faw\u002Fdebug-agentic-workflow.md` (local-first strategy, evidence triage and live gates)\n- AWF model\u002Fendpoint 400s, silent cross-family sub-agent failures, `model: auto` failures, install-step 404s after a version pin, or questions about version fields: go directly to [Model and engine misconfiguration](..\u002F..\u002Faw\u002Fdebug-agentic-workflow.md#model-and-engine-misconfiguration) before suggesting model changes.\n- Upgrade workflows and fix deprecations: `.github\u002Faw\u002Fupgrade-agentic-workflows.md`\n- Create shared components or MCP wrappers: `.github\u002Faw\u002Fcreate-shared-agentic-workflow.md`\n- Create report-generating workflows: `.github\u002Faw\u002Freport.md`\n- Fix Dependabot manifest PRs: `.github\u002Faw\u002Fdependabot.md`\n- Analyze coverage workflows: `.github\u002Faw\u002Ftest-coverage.md`\n- Render compact markdown charts: `.github\u002Faw\u002Fasciicharts.md`\n- Map CLI commands to MCP usage: `.github\u002Faw\u002Fcli-commands.md`\n- Choose workflow architecture and patterns: `.github\u002Faw\u002Fpatterns.md`\n- Design, deploy, inspect or recover a Git-backed work queue: `.github\u002Faw\u002Fwork-queue.md`\n- Optimize token usage and cost: `.github\u002Faw\u002Ftoken-optimization.md`\n- Design long-running multi-agent research workflows: `.github\u002Faw\u002Fmulti-agent-research.md`\n- Add skills or agent plugins requested by the user (`skills:` \u002F `plugins:` frontmatter, never on-the-fly installs): `.github\u002Faw\u002Fskills.md`\n\nWhen the task involves OTEL, OTLP, traces, observability backends, or telemetry-driven analysis, also read and follow `skills\u002Fotel-queries\u002FSKILL.md` after loading the matching workflow prompt or skill.\n\nWhen creating, updating, diagnosing or upgrading a workflow that uses `tools.work-queue`, also load `.github\u002Faw\u002Fwork-queue.md` after the primary prompt. Load deployment docs, operator reference or specification only when that task needs them.\n",{"name":5,"description":7},"main","221ba4f4319de6b8e809d1a15528b3ae6a818aa5",".github\u002Fskills\u002Fagentic-workflows",24,"https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw-actions","https:\u002F\u002Fgithub.com\u002Fgithub","https:\u002F\u002Fgithub.com\u002Fabout","How people build software.","2026-11-10 12:20:08",{"source":8,"skillName":5,"commands":39,"prompt":49,"zipAvailable":50},[40,43,46],{"tool":41,"command":42},"npx","npx skills add github\u002Fgh-aw-actions --skill agentic-workflows",{"tool":44,"command":45},"bunx","bunx skills add github\u002Fgh-aw-actions --skill agentic-workflows",{"tool":47,"command":48},"pnpm","pnpm dlx skills add github\u002Fgh-aw-actions --skill agentic-workflows","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fgh-aw-actions\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fagentic-workflows\u002FSKILL.md",true,[52],{"path":53,"resourceType":54,"resourceTypeDesc":55,"sizeBytes":56,"sourceHtmlUrl":57},"agents\u002Fopenai.yaml","REFERENCE","参考文档",135,"https:\u002F\u002Fgithub.com\u002Fajrussellaudio\u002Fdotfiles\u002Fblob\u002Fmain\u002Fagents\u002F.claude\u002Fskills\u002Fto-spec\u002Fagents\u002Fopenai.yaml",[]]