{ "schemaVersion": "1.0", "item": { "slug": "context-budgeting", "name": "Context Budgeting", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/SarielWang93/context-budgeting", "canonicalUrl": "https://clawhub.ai/SarielWang93/context-budgeting", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/context-budgeting", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=context-budgeting", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "scripts/gc_and_checkpoint.sh" ], "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/context-budgeting" }, "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/context-budgeting", "agentPageUrl": "https://openagent3.xyz/skills/context-budgeting/agent", "manifestUrl": "https://openagent3.xyz/skills/context-budgeting/agent.json", "briefUrl": "https://openagent3.xyz/skills/context-budgeting/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": "Context Budgeting Skill", "body": "This skill provides a systematic framework for managing the finite context window (RAM) of an OpenClaw agent." }, { "title": "1. Information Partitioning", "body": "Objective/Goal (10%): Core task instructions and active constraints.\nShort-term History (40%): Recent 5-10 turns of raw dialogue.\nDecision Logs (20%): Summarized outcomes of past steps (\"Tried X, failed because Y\").\nBackground/Knowledge (20%): High-relevance snippets from MEMORY.md." }, { "title": "2. Pre-compression Checkpointing (Mandatory)", "body": "Before any compaction (manual or automatic), the agent MUST:\n\nGenerate Checkpoint: Update memory/hot/HOT_MEMORY.md with:\n\nStatus: Current task progress.\nKey Decision: Significant choices made.\nNext Step: Immediate action required.\n\n\nRun Automation: Execute scripts/gc_and_checkpoint.sh to trigger the physical cleanup." }, { "title": "Automation Tool: gc_and_checkpoint.sh", "body": "Located at: skills/context-budgeting/scripts/gc_and_checkpoint.sh\n\nUsage:\n\nRun this script after updating HOT_MEMORY.md to finalize the compaction process without restarting the session." }, { "title": "Integration with Heartbeat", "body": "Heartbeat (every 30m) acts as the Garbage Collector (GC):\n\nCheck /status. If Context > 80%, trigger the Checkpointing procedure.\nClear raw data (e.g., multi-megabyte JSON outputs) once the summary is extracted." } ], "body": "Context Budgeting Skill\n\nThis skill provides a systematic framework for managing the finite context window (RAM) of an OpenClaw agent.\n\nCore Concepts\n1. Information Partitioning\nObjective/Goal (10%): Core task instructions and active constraints.\nShort-term History (40%): Recent 5-10 turns of raw dialogue.\nDecision Logs (20%): Summarized outcomes of past steps (\"Tried X, failed because Y\").\nBackground/Knowledge (20%): High-relevance snippets from MEMORY.md.\n2. Pre-compression Checkpointing (Mandatory)\n\nBefore any compaction (manual or automatic), the agent MUST:\n\nGenerate Checkpoint: Update memory/hot/HOT_MEMORY.md with:\nStatus: Current task progress.\nKey Decision: Significant choices made.\nNext Step: Immediate action required.\nRun Automation: Execute scripts/gc_and_checkpoint.sh to trigger the physical cleanup.\nAutomation Tool: gc_and_checkpoint.sh\n\nLocated at: skills/context-budgeting/scripts/gc_and_checkpoint.sh\n\nUsage:\n\nRun this script after updating HOT_MEMORY.md to finalize the compaction process without restarting the session.\nIntegration with Heartbeat\n\nHeartbeat (every 30m) acts as the Garbage Collector (GC):\n\nCheck /status. If Context > 80%, trigger the Checkpointing procedure.\nClear raw data (e.g., multi-megabyte JSON outputs) once the summary is extracted." }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/SarielWang93/context-budgeting", "publisherUrl": "https://clawhub.ai/SarielWang93/context-budgeting", "owner": "SarielWang93", "version": "1.0.0", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/context-budgeting", "downloadUrl": "https://openagent3.xyz/downloads/context-budgeting", "agentUrl": "https://openagent3.xyz/skills/context-budgeting/agent", "manifestUrl": "https://openagent3.xyz/skills/context-budgeting/agent.json", "briefUrl": "https://openagent3.xyz/skills/context-budgeting/agent.md" } }