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Use when the user requests to \"Create an Agent\", \"Analyze an Agent\" or \"Edit an Agent\".","jsacko\u002FOpenDFIR","jsacko","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F63580474?v=4","01M71PG17HH9PJ0ME3103K2MF5","Julien Sacko","01M71PG188SHJ0DBAYX85237WG",0,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fjsacko\u002FOpenDFIR\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fbmad-agent-builder\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35],"agent builder","builder","bmad agent builder","bmad","create","requests","discovery","edit","use","when","user","analyze","2026-11-10 13:02:02",false,"---\nname: bmad-agent-builder\ndescription: Builds, edits or analyzes Agent Skills through conversational discovery. Use when the user requests to \"Create an Agent\", \"Analyze an Agent\" or \"Edit an Agent\".\n---\n\n# Agent Builder\n\n## Overview\n\nThis skill helps you build AI agents that are **outcome-driven** — describing what each capability achieves, not micromanaging how. Agents are skills with named personas, capabilities, and optional memory. Great agents have a clear identity, focused capabilities that describe outcomes, and personality that comes through naturally. Poor agents drown the LLM in mechanical procedures it would figure out from the persona context alone.\n\nAct as an architect guide — walk users through conversational discovery to understand who their agent is, what it should achieve, and how it should make users feel. Then craft the leanest possible agent where every instruction carries its weight. The agent's identity and persona context should inform HOW capabilities are executed — capability prompts just need the WHAT.\n\n**Args:** Accepts `--headless` \u002F `-H` for non-interactive execution, an initial description for create, or a path to an existing agent with keywords like analyze, edit, or rebuild.\n\n**Your output:** A complete agent skill structure — persona, capabilities, optional memory and headless modes — ready to integrate into a module or use standalone.\n\n## On Activation\n\n1. Detect user's intent. If `--headless` or `-H` is passed, or intent is clearly non-interactive, set `{headless_mode}=true` for all sub-prompts.\n\n2. Load available config from `{project-root}\u002F_bmad\u002Fconfig.yaml` and `{project-root}\u002F_bmad\u002Fconfig.user.yaml` (root and bmb section). If neither exists, fall back to `{project-root}\u002F_bmad\u002Fbmb\u002Fconfig.yaml` (legacy per-module format). If still missing, and the `bmad-builder-setup` skill is available, let the user know they can run it at any time to configure. Resolve and apply throughout the session (defaults in parens):\n   - `{user_name}` (default: null) — address the user by name\n   - `{communication_language}` (default: user or system intent) — use for all communications\n   - `{document_output_language}` (default: user or system intent) — use for generated document content\n   - `{bmad_builder_output_folder}` (default: `{project-root}\u002Fskills`) — save built agents here\n   - `{bmad_builder_reports}` (default: `{project-root}\u002Fskills\u002Freports`) — save reports (quality, eval, planning) here\n\n3. Route by intent — see Quick Reference below.\n\n## Build Process\n\nThe core creative path — where agent ideas become reality. Through conversational discovery, you guide users from a rough vision to a complete, outcome-driven agent skill.\n\nThe builder produces three agent types along a spectrum:\n\n- **Stateless agent** — everything in SKILL.md, no memory, no First Breath. For focused experts handling isolated sessions.\n- **Memory agent** — lean bootloader SKILL.md + sanctum (6 standard files + First Breath). For agents that build understanding over time.\n- **Autonomous agent** — memory agent + PULSE. For agents that operate on their own between sessions.\n\nAgent type is determined during Phase 1 discovery, not upfront. The builder covers building new agents, converting existing ones, editing, and rebuilding from intent.\n\nLoad `.\u002Freferences\u002Fbuild-process.md` to begin.\n\n## Quality Analysis\n\nComprehensive quality analysis toward outcome-driven design. Analyzes existing agents for over-specification, structural issues, persona-capability alignment, execution efficiency, and enhancement opportunities. Produces a synthesized report with agent portrait, capability dashboard, themes, and actionable opportunities.\n\nLoad `.\u002Freferences\u002Fquality-analysis.md` to begin.\n\n---\n\n## Quick Reference\n\n| Intent                      | Trigger Phrases                                       | Route                                    |\n| --------------------------- | ----------------------------------------------------- | ---------------------------------------- |\n| **Build new**               | \"build\u002Fcreate\u002Fdesign a new agent\"                     | Load `.\u002Freferences\u002Fbuild-process.md`                |\n| **Existing agent provided** | Path to existing agent, or \"convert\u002Fedit\u002Ffix\u002Fanalyze\" | Ask the 3-way question below, then route |\n| **Quality analyze**         | \"quality check\", \"validate\", \"review agent\"           | Load `.\u002Freferences\u002Fquality-analysis.md`             |\n| **Unclear**                 | —                                                     | Present options and ask                  |\n\n### When given an existing agent, ask:\n\n- **Analyze** — Run quality analysis: identify opportunities, prune over-specification, get an actionable report with agent portrait and capability dashboard\n- **Edit** — Modify specific behavior while keeping the current approach\n- **Rebuild** — Rethink from core outcomes and persona, using this as reference material, full discovery process\n\nAnalyze routes to `.\u002Freferences\u002Fquality-analysis.md`. Edit routes to `.\u002Freferences\u002Fedit-guidance.md`. Rebuild routes to `.\u002Freferences\u002Fbuild-process.md` with the chosen intent.\n\nRegardless of path, respect headless mode if requested.\n","# Agent Builder\n\n## Overview\n\nThis skill helps you build AI agents that are **outcome-driven** — describing what each capability achieves, not micromanaging how. Agents are skills with named personas, capabilities, and optional memory. Great agents have a clear identity, focused capabilities that describe outcomes, and personality that comes through naturally. Poor agents drown the LLM in mechanical procedures it would figure out from the persona context alone.\n\nAct as an architect guide — walk users through conversational discovery to understand who their agent is, what it should achieve, and how it should make users feel. Then craft the leanest possible agent where every instruction carries its weight. The agent's identity and persona context should inform HOW capabilities are executed — capability prompts just need the WHAT.\n\n**Args:** Accepts `--headless` \u002F `-H` for non-interactive execution, an initial description for create, or a path to an existing agent with keywords like analyze, edit, or rebuild.\n\n**Your output:** A complete agent skill structure — persona, capabilities, optional memory and headless modes — ready to integrate into a module or use standalone.\n\n## On Activation\n\n1. Detect user's intent. If `--headless` or `-H` is passed, or intent is clearly non-interactive, set `{headless_mode}=true` for all sub-prompts.\n\n2. Load available config from `{project-root}\u002F_bmad\u002Fconfig.yaml` and `{project-root}\u002F_bmad\u002Fconfig.user.yaml` (root and bmb section). If neither exists, fall back to `{project-root}\u002F_bmad\u002Fbmb\u002Fconfig.yaml` (legacy per-module format). If still missing, and the `bmad-builder-setup` skill is available, let the user know they can run it at any time to configure. Resolve and apply throughout the session (defaults in parens):\n   - `{user_name}` (default: null) — address the user by name\n   - `{communication_language}` (default: user or system intent) — use for all communications\n   - `{document_output_language}` (default: user or system intent) — use for generated document content\n   - `{bmad_builder_output_folder}` (default: `{project-root}\u002Fskills`) — save built agents here\n   - `{bmad_builder_reports}` (default: `{project-root}\u002Fskills\u002Freports`) — save reports (quality, eval, planning) here\n\n3. Route by intent — see Quick Reference below.\n\n## Build Process\n\nThe core creative path — where agent ideas become reality. Through conversational discovery, you guide users from a rough vision to a complete, outcome-driven agent skill.\n\nThe builder produces three agent types along a spectrum:\n\n- **Stateless agent** — everything in SKILL.md, no memory, no First Breath. For focused experts handling isolated sessions.\n- **Memory agent** — lean bootloader SKILL.md + sanctum (6 standard files + First Breath). For agents that build understanding over time.\n- **Autonomous agent** — memory agent + PULSE. For agents that operate on their own between sessions.\n\nAgent type is determined during Phase 1 discovery, not upfront. The builder covers building new agents, converting existing ones, editing, and rebuilding from intent.\n\nLoad `.\u002Freferences\u002Fbuild-process.md` to begin.\n\n## Quality Analysis\n\nComprehensive quality analysis toward outcome-driven design. Analyzes existing agents for over-specification, structural issues, persona-capability alignment, execution efficiency, and enhancement opportunities. Produces a synthesized report with agent portrait, capability dashboard, themes, and actionable opportunities.\n\nLoad `.\u002Freferences\u002Fquality-analysis.md` to begin.\n\n---\n\n## Quick Reference\n\n| Intent                      | Trigger Phrases                                       | Route                                    |\n| --------------------------- | ----------------------------------------------------- | ---------------------------------------- |\n| **Build new**               | \"build\u002Fcreate\u002Fdesign a new agent\"                     | Load `.\u002Freferences\u002Fbuild-process.md`                |\n| **Existing agent provided** | Path to existing agent, or \"convert\u002Fedit\u002Ffix\u002Fanalyze\" | Ask the 3-way question below, then route |\n| **Quality analyze**         | \"quality check\", \"validate\", \"review agent\"           | Load `.\u002Freferences\u002Fquality-analysis.md`             |\n| **Unclear**                 | —                                                     | Present options and ask                  |\n\n### When given an existing agent, ask:\n\n- **Analyze** — Run quality analysis: identify opportunities, prune over-specification, get an actionable report with agent portrait and capability dashboard\n- **Edit** — Modify specific behavior while keeping the current approach\n- **Rebuild** — Rethink from core outcomes and persona, using this as reference material, full discovery process\n\nAnalyze routes to `.\u002Freferences\u002Fquality-analysis.md`. Edit routes to `.\u002Freferences\u002Fedit-guidance.md`. Rebuild routes to `.\u002Freferences\u002Fbuild-process.md` with the chosen intent.\n\nRegardless of path, respect headless mode if requested.\n",{"name":5,"description":7},"main","6a38430d5c23377d52d12343bfc156063f577e1d",".agents\u002Fskills\u002Fbmad-agent-builder","https:\u002F\u002Fgithub.com\u002Fjsacko\u002FOpenDFIR","https:\u002F\u002Fgithub.com\u002Fjsacko","2026-06-22 14:57:27",{"source":8,"skillName":5,"commands":48,"prompt":58,"zipAvailable":59},[49,52,55],{"tool":50,"command":51},"npx","npx skills add jsacko\u002FOpenDFIR --skill bmad-agent-builder",{"tool":53,"command":54},"bunx","bunx skills add jsacko\u002FOpenDFIR --skill bmad-agent-builder",{"tool":56,"command":57},"pnpm","pnpm dlx skills add jsacko\u002FOpenDFIR --skill 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Use when the user says \"validate this PRD\" or \"run PRD validation\"","https:\u002F\u002Fgithub.com\u002Fjsacko\u002FOpenDFIR\u002Fblob\u002Fmain\u002F.continue\u002Fskills\u002Fbmad-validate-prd\u002FSKILL.md",[322],{"categoryNo":323,"categoryName":324,"taxonomyType":325,"taxonomyTypeDesc":326},"01JBSEEDCAT000000000000031","产品经理","PROFESSION","适用职业",[328,329,27,330,331,332,32,33,333,334,34],"validate","bmad validate prd","prd","validate prd","standards","run","validation",{"skillNo":336,"name":337,"nameZh":6,"description":338,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":339,"categories":340,"keywords":344,"publishedAt":36},"01M71PVY254CKN2PNAEX41CRR9","bmad-technical-research","Conduct technical research on technologies and architecture. 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Use when the user says \"check sprint status\" or \"show sprint status\"","https:\u002F\u002Fgithub.com\u002Fjsacko\u002FOpenDFIR\u002Fblob\u002Fmain\u002F.continue\u002Fskills\u002Fbmad-sprint-status\u002FSKILL.md",[],[363,27,364,365,366,34,311,367,33,32,368],"status","bmad sprint status","sprint","sprint status","summarize","show",{"skillNo":370,"name":371,"nameZh":6,"description":372,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":373,"categories":374,"keywords":375,"publishedAt":36},"01M71PVT03ZW4PQVV5TZDNPBXH","bmad-sprint-planning","Generate sprint status tracking from epics. Use when the user says \"run sprint planning\" or \"generate sprint plan\"","https:\u002F\u002Fgithub.com\u002Fjsacko\u002FOpenDFIR\u002Fblob\u002Fmain\u002F.continue\u002Fskills\u002Fbmad-sprint-planning\u002FSKILL.md",[],[365,376,377,27,378,363,34,379,380,333,381,366,382,33,32],"bmad sprint planning","planning","sprint planning","sprint plan","tracking","generate","plan"]