# Send context-engineer to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - 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. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "context-engineer", "name": "context-engineer", "source": "tencent", "type": "skill", "category": "AI 智能", "sourceUrl": "https://clawhub.ai/tkuehnl/context-engineer", "canonicalUrl": "https://clawhub.ai/tkuehnl/context-engineer", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/context-engineer", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=context-engineer", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "CHANGELOG.md", "README.md", "SKILL.md", "context.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "context-engineer", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-04T20:22:55.021Z", "expiresAt": "2026-05-11T20:22:55.021Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=context-engineer", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=context-engineer", "contentDisposition": "attachment; filename=\"context-engineer-1.0.2.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "context-engineer" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/context-engineer" }, "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." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/context-engineer", "downloadUrl": "https://openagent3.xyz/downloads/context-engineer", "agentUrl": "https://openagent3.xyz/skills/context-engineer/agent", "manifestUrl": "https://openagent3.xyz/skills/context-engineer/agent.json", "briefUrl": "https://openagent3.xyz/skills/context-engineer/agent.md" } } ``` ## Documentation ### When to use this skill Use this skill when the user wants to: Understand where their context window tokens are going Analyze workspace files (SKILL.md, SOUL.md, MEMORY.md, etc.) for bloat Audit tool definitions for redundancy and overhead Get a comprehensive context efficiency report Compare before/after snapshots to measure optimization progress Optimize system prompts for token efficiency ### Commands # Analyze workspace context files — token counts, efficiency scores, recommendations python3 skills/context-engineer/context.py analyze --workspace ~/.openclaw/workspace # Analyze with a custom budget and save a snapshot for later comparison python3 skills/context-engineer/context.py analyze --workspace ~/.openclaw/workspace --budget 128000 --snapshot before.json # Audit tool definitions for overhead and overlap python3 skills/context-engineer/context.py audit-tools --config ~/.openclaw/openclaw.json # Generate a comprehensive context engineering report python3 skills/context-engineer/context.py report --workspace ~/.openclaw/workspace --format terminal # Compare two snapshots to see projected token savings python3 skills/context-engineer/context.py compare --before before.json --after after.json ### What It Analyzes System prompt efficiency — Length, redundancy detection, compression potential Tool definition overhead — Count tools, per-tool token cost, identify unused/overlapping Memory file bloat — MEMORY.md size, stale entries, optimization suggestions Skill overhead — Installed skills contributing to context, per-skill token cost Context budget — What % of model context window is consumed by static content vs available for conversation ### Options --workspace PATH — Path to workspace directory (default: ~/.openclaw/workspace) --config PATH — Path to OpenClaw config file (default: ~/.openclaw/openclaw.json) --budget N — Context window token budget (default: 200000) --snapshot FILE — Save analysis snapshot to FILE for later comparison --format terminal — Output format (currently: terminal) ### Notes Token estimates are approximate (~4 characters per token). For precise counts, use a model-specific tokenizer. No external dependencies required — runs with Python 3 stdlib only. Built by Anvil AI — context engineering experts. https://anvil-ai.io ## Trust - Source: tencent - Verification: Indexed source record - Publisher: tkuehnl - Version: 1.0.2 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-04T20:22:55.021Z - Expires at: 2026-05-11T20:22:55.021Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/context-engineer) - [Send to Agent page](https://openagent3.xyz/skills/context-engineer/agent) - [JSON manifest](https://openagent3.xyz/skills/context-engineer/agent.json) - [Markdown brief](https://openagent3.xyz/skills/context-engineer/agent.md) - [Download page](https://openagent3.xyz/downloads/context-engineer)