clawdefClawDef — Self-hosted Token optimization dashboard for OpenClaw. Tracks token usage, estimates costs, auto-switches to cheapest model, provides one-click pro...
Install via ClawdBot CLI:
clawdbot install gs921302/clawdefGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains telemetry, tracking, or analytics calls not mentioned in documentation
Pixel(Potentially destructive shell commands in tool definitions
rm -rf /Calls external URL not in known-safe list
http://127.0.0.1:Uses known external API (expected, informational)
api.anthropic.comGenerated Oct 3, 2026
An independent developer running multiple OpenClaw agents for side projects needs to keep monthly API spend predictable. ClawDef tracks token usage per session and auto-downgrades to cheaper models when the daily budget crosses 80%, preventing surprise bills.
A boutique agency manages OpenClaw-powered support bots for several clients using different providers. ClawDef's multi-user roles and per-model cost estimator let editors allocate budgets per client and quickly compare model costs before deploying new bots.
A university lab processes large volumes of interview transcripts through OpenClaw. ClawDef reads session JSONL files to quantify token burn, detects wasteful retry patterns, and helps the team stay within grant-funded API limits.
An early-stage startup uses OpenClaw across its engineering team. ClawDef's dashboard gives the ops lead visibility into hourly token trends, cache hit rates, and unhealthy model failover so they can switch providers without disrupting workflows.
A power user runs OpenClaw as a daily personal assistant with several third-party model APIs. ClawDef provides a local-only dashboard to monitor spending across providers, set monthly caps, and experiment with cheaper models for routine tasks.
The core ClawDef dashboard is free and MIT-licensed for self-hosting. A paid enterprise edition adds SSO, audit logging, multi-instance aggregation, and priority support for teams running OpenClaw at scale.
A hosted version of ClawDef where the vendor runs the dashboard and aggregates anonymized cost benchmarks across customers. Users get automatic model price updates and cross-customer optimization recommendations without self-hosting.
ClawDef integrates one-click setup for eight model providers. The vendor earns referral commissions or negotiated credits when users connect and spend through partner APIs directly from the dashboard.
💬 Integration Tip
Requires Node.js and a C++ build toolchain for better-sqlite3, so verify native compilation works before deployment. Run the server behind systemd for persistence and keep it bound to 127.0.0.1 to avoid exposing the dashboard.
Scored Oct 3, 2026
AI Analysis
The skill runs locally on 127.0.0.1 and explicitly states it does not send user data to third parties, which aligns with its self-hosted dashboard purpose. The external API calls (like api.anthropic.com) are expected for model provider integration, and no credential harvesting or hidden instructions were found in the provided excerpt. The main risks are typical for any local service requiring API keys and system access.
Audited Apr 16, 2026 · audit v1.0
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