[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6G2N96FMSWY1D6B88SN4BST":3,"skill-same:01M6G2N96FMSWY1D6B88SN4BST":90},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":30,"linkOnly":31,"markdownContent":32,"markdownBody":33,"frontMatter":34,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":42,"repositoryHtmlUrl":43,"repositoryHomepageUrl":6,"ownerHtmlUrl":44,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":45,"install":46,"resources":59},"01M6G2N96FMSWY1D6B88SN4BST","dgr",null,"Audit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002FSKILL.md",[],[5,18,19,20,21,22,23,24,25,26,27,28,29],"review","clawhub","valid","reasoning","artifacts","https","audit","json","decision","schema","ready","recommendation","2026-11-10 10:12:30",false,"---\nname: dgr\ndescription: Audit-ready decision artifacts for LLM outputs — assumptions, risks, recommendation, and review gating (schema-valid JSON).\nhomepage: https:\u002F\u002Fwww.clawhub.ai\u002Fsapenov\u002Fdgr\nmetadata:\n  clawdbot:\n    emoji: \"?\"\n  category: \"reasoning\"\n---\n\n# DGR — Decision‑Grade Reasoning (Governance Protocol)\n\n**Purpose:** produce an auditable, machine‑validated decision record for review and storage.\n\n**Slug:** dgr · **Version:** 1.0.4 · **Modes:** dgr_min \u002F dgr_full \u002F dgr_strict · **Output:** schema-valid JSON\n\n## What this skill does\nDGR is a **reasoning governance protocol** that produces a **machine‑validated, auditable artifact** describing:\n- the decision context,\n- explicit assumptions and risks,\n- a recommendation with rationale,\n- and a consistency check.\n\nThis skill is designed for **high‑stakes** or **review‑required** decisions where you want traceability and structured review.\n\n## How to use\n1. **Ask your question** — Provide a decision request or problem context\n2. **Pick mode:** `dgr_min` | `dgr_full` | `dgr_strict`\n3. **Store JSON artifact** in ticket \u002F incident \u002F audit log\n\n## What this skill is NOT (non‑claims)\nThis skill does **NOT** guarantee:\n- correctness, optimality, or truth,\n- elimination of hallucinations,\n- legal\u002Fmedical\u002Ffinancial advice suitability,\n- or regulatory compliance by itself.\n\nDGR improves **process quality** (clarity, traceability, reviewability) — not outcome certainty.\n\n## When to use\nUse when you need:\n- an auditable record of reasoning,\n- explicit assumptions\u002Frisks surfaced,\n- reviewer‑friendly structure,\n- a consistent output format across tasks and models.\n\n## Inputs\n- A user request\u002Fquestion (free text).\n- Optional: context identifiers (ticket ID, policy name), and desired **mode**: `dgr_min`, `dgr_full`, or `dgr_strict`.\n\n## Mode Behavior\n\n| Mode | Speed | Detail Level | Clarifications | Review Required | Use Case |\n|------|-------|--------------|---------------|----------------|----------|\n| `dgr_min` | Fastest | Minimal compliant output | Only critical gaps | Risk-based | Quick decisions, low stakes |\n| `dgr_full` | Moderate | Fuller decomposition + alternatives | More proactive | Balanced | Standard decision support |\n| `dgr_strict` | Slower | Conservative analysis | More questioning | Default on ambiguity | High-stakes, uncertain contexts |\n\n## Outputs\nA single JSON artifact matching `schema.json`.\n\nMinimum acceptance criteria (see `schema.json`):\n- at least **1 assumption**\n- at least **1 risk**\n- `recommendation` present\n- `consistency_check` present\n\n## Safety \u002F governance boundaries\n- Always **ask for clarification** if key decision inputs are missing.\n- If the decision is high‑risk, escalate via `recommendation.review_required = true`.\n- If uncertainty is high, explicitly state uncertainty and limit scope.\n- Do not fabricate sources or cite documents you did not see.\n\n## Files in this skill\n- `prompt.md` — operational instructions\n- `schema.json` — output schema (stub aligned to DGR spec)\n- `examples\u002F*.md` — example inputs and outputs\n- `field_guide.md` — how to interpret DGR artifact fields\n\n## Quick start\n1) Provide a decision request.\n2) Choose a mode (`dgr_min` default).\n3) The skill returns a JSON artifact suitable for review and storage.\n\n## Changelog\n**1.0.4** — Remove redundant CLAWHUB_SUMMARY.md; summary now sourced from SKILL.md front-matter.\n\n**1.0.3** — Tighten front-matter description for better conversion, add reasoning category, compress identity block for faster scanning.\n\n**1.0.2** — Add ClawHub front-matter metadata with emoji and homepage for improved discovery and presentation.\n\n**1.0.0** — Initial public release of DGR skill bundle with auditable decision reasoning framework, governance protocols, and structured output format.\n\n> Note: This is an **opt‑in** reasoning mode. It is meant to be used alongside human decision‑making, not as a replacement.\n","# DGR — Decision‑Grade Reasoning (Governance Protocol)\n\n**Purpose:** produce an auditable, machine‑validated decision record for review and storage.\n\n**Slug:** dgr · **Version:** 1.0.4 · **Modes:** dgr_min \u002F dgr_full \u002F dgr_strict · **Output:** schema-valid JSON\n\n## What this skill does\nDGR is a **reasoning governance protocol** that produces a **machine‑validated, auditable artifact** describing:\n- the decision context,\n- explicit assumptions and risks,\n- a recommendation with rationale,\n- and a consistency check.\n\nThis skill is designed for **high‑stakes** or **review‑required** decisions where you want traceability and structured review.\n\n## How to use\n1. **Ask your question** — Provide a decision request or problem context\n2. **Pick mode:** `dgr_min` | `dgr_full` | `dgr_strict`\n3. **Store JSON artifact** in ticket \u002F incident \u002F audit log\n\n## What this skill is NOT (non‑claims)\nThis skill does **NOT** guarantee:\n- correctness, optimality, or truth,\n- elimination of hallucinations,\n- legal\u002Fmedical\u002Ffinancial advice suitability,\n- or regulatory compliance by itself.\n\nDGR improves **process quality** (clarity, traceability, reviewability) — not outcome certainty.\n\n## When to use\nUse when you need:\n- an auditable record of reasoning,\n- explicit assumptions\u002Frisks surfaced,\n- reviewer‑friendly structure,\n- a consistent output format across tasks and models.\n\n## Inputs\n- A user request\u002Fquestion (free text).\n- Optional: context identifiers (ticket ID, policy name), and desired **mode**: `dgr_min`, `dgr_full`, or `dgr_strict`.\n\n## Mode Behavior\n\n| Mode | Speed | Detail Level | Clarifications | Review Required | Use Case |\n|------|-------|--------------|---------------|----------------|----------|\n| `dgr_min` | Fastest | Minimal compliant output | Only critical gaps | Risk-based | Quick decisions, low stakes |\n| `dgr_full` | Moderate | Fuller decomposition + alternatives | More proactive | Balanced | Standard decision support |\n| `dgr_strict` | Slower | Conservative analysis | More questioning | Default on ambiguity | High-stakes, uncertain contexts |\n\n## Outputs\nA single JSON artifact matching `schema.json`.\n\nMinimum acceptance criteria (see `schema.json`):\n- at least **1 assumption**\n- at least **1 risk**\n- `recommendation` present\n- `consistency_check` present\n\n## Safety \u002F governance boundaries\n- Always **ask for clarification** if key decision inputs are missing.\n- If the decision is high‑risk, escalate via `recommendation.review_required = true`.\n- If uncertainty is high, explicitly state uncertainty and limit scope.\n- Do not fabricate sources or cite documents you did not see.\n\n## Files in this skill\n- `prompt.md` — operational instructions\n- `schema.json` — output schema (stub aligned to DGR spec)\n- `examples\u002F*.md` — example inputs and outputs\n- `field_guide.md` — how to interpret DGR artifact fields\n\n## Quick start\n1) Provide a decision request.\n2) Choose a mode (`dgr_min` default).\n3) The skill returns a JSON artifact suitable for review and storage.\n\n## Changelog\n**1.0.4** — Remove redundant CLAWHUB_SUMMARY.md; summary now sourced from SKILL.md front-matter.\n\n**1.0.3** — Tighten front-matter description for better conversion, add reasoning category, compress identity block for faster scanning.\n\n**1.0.2** — Add ClawHub front-matter metadata with emoji and homepage for improved discovery and presentation.\n\n**1.0.0** — Initial public release of DGR skill bundle with auditable decision reasoning framework, governance protocols, and structured output format.\n\n> Note: This is an **opt‑in** reasoning mode. It is meant to be used alongside human decision‑making, not as a replacement.\n",{"name":5,"homepage":35,"metadata":36,"description":7},"https:\u002F\u002Fwww.clawhub.ai\u002Fsapenov\u002Fdgr",{"category":21,"clawdbot":37},{"emoji":38},"?","main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fsapenov\u002Fdgr",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":47,"prompt":57,"zipAvailable":58},[48,51,54],{"tool":49,"command":50},"npx","npx skills add kbarbel640-del\u002Fskills --skill dgr",{"tool":52,"command":53},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill dgr",{"tool":55,"command":56},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill dgr","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002FSKILL.md",true,[60,66,70,74,78,82,86],{"path":61,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":64,"sourceHtmlUrl":65},"_meta.json","REFERENCE","参考文档",286,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002F_meta.json",{"path":67,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":68,"sourceHtmlUrl":69},"examples\u002Faccess_request.md",2204,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Fexamples\u002Faccess_request.md",{"path":71,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":72,"sourceHtmlUrl":73},"examples\u002Fincident_triage.md",3299,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Fexamples\u002Fincident_triage.md",{"path":75,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":76,"sourceHtmlUrl":77},"examples\u002Floan_preapproval.md",2641,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Fexamples\u002Floan_preapproval.md",{"path":79,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":80,"sourceHtmlUrl":81},"field_guide.md",3753,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Ffield_guide.md",{"path":83,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":84,"sourceHtmlUrl":85},"prompt.md",2047,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Fprompt.md",{"path":87,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":88,"sourceHtmlUrl":89},"schema.json",4587,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fsapenov\u002Fdgr\u002Fschema.json",[91,121,150,171,177,197],{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":102,"publishedAt":30},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[97],{"categoryNo":98,"categoryName":99,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,23,119,120],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","content","ai agents",{"skillNo":122,"name":123,"nameZh":6,"description":124,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":125,"categories":126,"keywords":132,"publishedAt":30},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[127],{"categoryNo":128,"categoryName":129,"taxonomyType":130,"taxonomyTypeDesc":131},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[133,105,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,110,149],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking","use",{"skillNo":151,"name":152,"nameZh":6,"description":153,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":154,"categories":155,"keywords":159,"publishedAt":30},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[156],{"categoryNo":157,"categoryName":158,"taxonomyType":130,"taxonomyTypeDesc":131},"01JBSEEDCAT000000000000021","资料检索与研究",[160,161,162,163,164,165,166,106,167,147,149,168,105,169,170],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":172,"name":152,"nameZh":6,"description":153,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":173,"categories":174,"keywords":176,"publishedAt":30},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[175],{"categoryNo":157,"categoryName":158,"taxonomyType":130,"taxonomyTypeDesc":131},[163,162,161,160,170,165,166,106,164,147,149,167,168,105,169],{"skillNo":178,"name":179,"nameZh":6,"description":180,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":181,"categories":182,"keywords":183,"publishedAt":30},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[184,185,186,187,188,189,190,191,192,193,194,195,196],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":198,"name":199,"nameZh":6,"description":200,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":201,"categories":202,"keywords":207,"publishedAt":30},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[203,204],{"categoryNo":128,"categoryName":129,"taxonomyType":130,"taxonomyTypeDesc":131},{"categoryNo":205,"categoryName":206,"taxonomyType":100,"taxonomyTypeDesc":101},"01JBSEEDCAT000000000000037","律师与法务",[208,209,210,211,106,212,213,39,214,168,215,216,217,218,219,23,220,221,222],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]