Token Optimization
v1.1.0Reduce OpenClaw per-turn prompt costs by 70%+ through file splitting, prompt caching, context pruning, and model routing. Tested on production setup with 69...
⭐ 0· 425·1 current·1 all-time
MIT-0
Download zip
LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The skill's purpose (workspace splitting, prompt caching, pruning, model routing) matches the steps in SKILL.md. However, the registry metadata declares no required binaries/configs while the SKILL.md explicitly requires OpenClaw 2026.3.x, the ability to edit ~/.openclaw/workspace files and openclaw.json, and uses CLI commands (e.g., session_status, openclaw gateway restart, wc, mv, cat). That mismatch is operational (the guide assumes an OpenClaw runtime) but not malicious.
Instruction Scope
Instructions tell the operator to read, move, and delete workspace files (~/.openclaw/workspace/*), edit openclaw.json, and restart the gateway. These are expected for this purpose but carry operational risk: deleting/moving BOOTSTRAP.md or other files can change runtime behavior; adding caching/pruning rules that allow 'exec' and 'read' can cause command outputs and file contents to be cached and re-sent to models (potential data exposure). The guide also recommends heartbeat intervals to keep cache warm (operational cost/behavior implications).
Install Mechanism
No install spec or bundled code — instruction-only. This minimizes supply-chain risk because nothing is downloaded or executed by the skill itself.
Credentials
The skill requests no environment variables or external credentials. It references Anthropic/OpenRouter providers but assumes the host already has provider creds configured; it does not ask for new secrets, which is proportional for its stated task.
Persistence & Privilege
The skill is not always-enabled and is user-invocable only. It directs changes to local agent config and workspace files (openclaw.json, workspace/*.md), which is normal for an optimization guide but means it will persist changes across runs if you apply them — make backups and test in staging.
Assessment
This is a coherent, instruction-only optimization guide, but take precautions before applying it: 1) Back up your ~/.openclaw/workspace and openclaw.json (don't rely on the mv .bak as your only copy). 2) Test changes in a staging or non-production agent first — splitting/removing BOOTSTRAP.md or shrinking AGENTS.md can unintentionally change behavior. 3) Be cautious about caching command outputs or file contents: allowing 'exec' and 'read' to be cached may store sensitive data in prompts that could later be sent to models or logs. 4) Understand heartbeat recommendations — they keep caches warm but can increase calls/costs. 5) Ensure you have the OpenClaw CLI/tools available (session_status, openclaw gateway restart) — the registry metadata doesn't list these but SKILL.md assumes them. If you want further review, provide your current openclaw.json and a list of workspace files (or test changes on a copy) so I can point out exact edits and potential impacts.Like a lobster shell, security has layers — review code before you run it.
latestvk979ky93c9grn1jxtqhr51zh8d832gzj
License
MIT-0
Free to use, modify, and redistribute. No attribution required.