{ "schemaVersion": "1.0", "item": { "slug": "dgr", "name": "Decision-Grade Reasoning (DGR)", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/sapenov/dgr", "canonicalUrl": "https://clawhub.ai/sapenov/dgr", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/dgr", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=dgr", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "field_guide.md", "prompt.md", "schema.json", "SKILL.md", "examples/access_request.md", "examples/incident_triage.md" ], "primaryDoc": "SKILL.md", "quickSetup": [ "Download the package from Yavira.", "Extract the archive and review SKILL.md first.", "Import or place the package into your OpenClaw setup." ], "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "sourceHealth": { "source": "tencent", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-04-30T16:55:25.780Z", "expiresAt": "2026-05-07T16:55:25.780Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=network", "contentDisposition": "attachment; filename=\"network-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null }, "scope": "source", "summary": "Source download looks usable.", "detail": "Yavira can redirect you to the upstream package for this source.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/dgr" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] }, "downloadPageUrl": "https://openagent3.xyz/downloads/dgr", "agentPageUrl": "https://openagent3.xyz/skills/dgr/agent", "manifestUrl": "https://openagent3.xyz/skills/dgr/agent.json", "briefUrl": "https://openagent3.xyz/skills/dgr/agent.md" }, "agentAssist": { "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.", "steps": [ "Download the package from Yavira.", "Extract it into a folder your agent can access.", "Paste one of the prompts below and point your agent at the extracted folder." ], "prompts": [ { "label": "New install", "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete." }, { "label": "Upgrade existing", "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run." } ] }, "documentation": { "source": "clawhub", "primaryDoc": "SKILL.md", "sections": [ { "title": "DGR — Decision‑Grade Reasoning (Governance Protocol)", "body": "Purpose: produce an auditable, machine‑validated decision record for review and storage.\n\nSlug: dgr · Version: 1.0.4 · Modes: dgr_min / dgr_full / dgr_strict · Output: schema-valid JSON" }, { "title": "What this skill does", "body": "DGR is a reasoning governance protocol that produces a machine‑validated, auditable artifact describing:\n\nthe decision context,\nexplicit assumptions and risks,\na recommendation with rationale,\nand a consistency check.\n\nThis skill is designed for high‑stakes or review‑required decisions where you want traceability and structured review." }, { "title": "How to use", "body": "Ask your question — Provide a decision request or problem context\nPick mode: dgr_min | dgr_full | dgr_strict\nStore JSON artifact in ticket / incident / audit log" }, { "title": "What this skill is NOT (non‑claims)", "body": "This skill does NOT guarantee:\n\ncorrectness, optimality, or truth,\nelimination of hallucinations,\nlegal/medical/financial advice suitability,\nor regulatory compliance by itself.\n\nDGR improves process quality (clarity, traceability, reviewability) — not outcome certainty." }, { "title": "When to use", "body": "Use when you need:\n\nan auditable record of reasoning,\nexplicit assumptions/risks surfaced,\nreviewer‑friendly structure,\na consistent output format across tasks and models." }, { "title": "Inputs", "body": "A user request/question (free text).\nOptional: context identifiers (ticket ID, policy name), and desired mode: dgr_min, dgr_full, or dgr_strict." }, { "title": "Mode Behavior", "body": "ModeSpeedDetail LevelClarificationsReview RequiredUse Casedgr_minFastestMinimal compliant outputOnly critical gapsRisk-basedQuick decisions, low stakesdgr_fullModerateFuller decomposition + alternativesMore proactiveBalancedStandard decision supportdgr_strictSlowerConservative analysisMore questioningDefault on ambiguityHigh-stakes, uncertain contexts" }, { "title": "Outputs", "body": "A single JSON artifact matching schema.json.\n\nMinimum acceptance criteria (see schema.json):\n\nat least 1 assumption\nat least 1 risk\nrecommendation present\nconsistency_check present" }, { "title": "Safety / governance boundaries", "body": "Always ask for clarification if key decision inputs are missing.\nIf the decision is high‑risk, escalate via recommendation.review_required = true.\nIf uncertainty is high, explicitly state uncertainty and limit scope.\nDo not fabricate sources or cite documents you did not see." }, { "title": "Files in this skill", "body": "prompt.md — operational instructions\nschema.json — output schema (stub aligned to DGR spec)\nexamples/*.md — example inputs and outputs\nfield_guide.md — how to interpret DGR artifact fields" }, { "title": "Quick start", "body": "Provide a decision request.\nChoose a mode (dgr_min default).\nThe skill returns a JSON artifact suitable for review and storage." }, { "title": "Changelog", "body": "1.0.4 — Remove redundant CLAWHUB_SUMMARY.md; summary now sourced from SKILL.md front-matter.\n\n1.0.3 — Tighten front-matter description for better conversion, add reasoning category, compress identity block for faster scanning.\n\n1.0.2 — Add ClawHub front-matter metadata with emoji and homepage for improved discovery and presentation.\n\n1.0.0 — Initial public release of DGR skill bundle with auditable decision reasoning framework, governance protocols, and structured output format.\n\nNote: This is an opt‑in reasoning mode. It is meant to be used alongside human decision‑making, not as a replacement." } ], "body": "DGR — Decision‑Grade Reasoning (Governance Protocol)\n\nPurpose: produce an auditable, machine‑validated decision record for review and storage.\n\nSlug: dgr · Version: 1.0.4 · Modes: dgr_min / dgr_full / dgr_strict · Output: schema-valid JSON\n\nWhat this skill does\n\nDGR is a reasoning governance protocol that produces a machine‑validated, auditable artifact describing:\n\nthe decision context,\nexplicit assumptions and risks,\na recommendation with rationale,\nand a consistency check.\n\nThis skill is designed for high‑stakes or review‑required decisions where you want traceability and structured review.\n\nHow to use\nAsk your question — Provide a decision request or problem context\nPick mode: dgr_min | dgr_full | dgr_strict\nStore JSON artifact in ticket / incident / audit log\nWhat this skill is NOT (non‑claims)\n\nThis skill does NOT guarantee:\n\ncorrectness, optimality, or truth,\nelimination of hallucinations,\nlegal/medical/financial advice suitability,\nor regulatory compliance by itself.\n\nDGR improves process quality (clarity, traceability, reviewability) — not outcome certainty.\n\nWhen to use\n\nUse when you need:\n\nan auditable record of reasoning,\nexplicit assumptions/risks surfaced,\nreviewer‑friendly structure,\na consistent output format across tasks and models.\nInputs\nA user request/question (free text).\nOptional: context identifiers (ticket ID, policy name), and desired mode: dgr_min, dgr_full, or dgr_strict.\nMode Behavior\nMode\tSpeed\tDetail Level\tClarifications\tReview Required\tUse Case\ndgr_min\tFastest\tMinimal compliant output\tOnly critical gaps\tRisk-based\tQuick decisions, low stakes\ndgr_full\tModerate\tFuller decomposition + alternatives\tMore proactive\tBalanced\tStandard decision support\ndgr_strict\tSlower\tConservative analysis\tMore questioning\tDefault on ambiguity\tHigh-stakes, uncertain contexts\nOutputs\n\nA single JSON artifact matching schema.json.\n\nMinimum acceptance criteria (see schema.json):\n\nat least 1 assumption\nat least 1 risk\nrecommendation present\nconsistency_check present\nSafety / governance boundaries\nAlways ask for clarification if key decision inputs are missing.\nIf the decision is high‑risk, escalate via recommendation.review_required = true.\nIf uncertainty is high, explicitly state uncertainty and limit scope.\nDo not fabricate sources or cite documents you did not see.\nFiles in this skill\nprompt.md — operational instructions\nschema.json — output schema (stub aligned to DGR spec)\nexamples/*.md — example inputs and outputs\nfield_guide.md — how to interpret DGR artifact fields\nQuick start\nProvide a decision request.\nChoose a mode (dgr_min default).\nThe skill returns a JSON artifact suitable for review and storage.\nChangelog\n\n1.0.4 — Remove redundant CLAWHUB_SUMMARY.md; summary now sourced from SKILL.md front-matter.\n\n1.0.3 — Tighten front-matter description for better conversion, add reasoning category, compress identity block for faster scanning.\n\n1.0.2 — Add ClawHub front-matter metadata with emoji and homepage for improved discovery and presentation.\n\n1.0.0 — Initial public release of DGR skill bundle with auditable decision reasoning framework, governance protocols, and structured output format.\n\nNote: This is an opt‑in reasoning mode. It is meant to be used alongside human decision‑making, not as a replacement." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/sapenov/dgr", "publisherUrl": "https://clawhub.ai/sapenov/dgr", "owner": "sapenov", "version": "1.0.4", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/dgr", "downloadUrl": "https://openagent3.xyz/downloads/dgr", "agentUrl": "https://openagent3.xyz/skills/dgr/agent", "manifestUrl": "https://openagent3.xyz/skills/dgr/agent.json", "briefUrl": "https://openagent3.xyz/skills/dgr/agent.md" } }