Keep compaction budgets under control by compacting incrementally and reinjecting truncated attachments only when the reasoning surface remains stable.
Set up or run the token build pipeline — transform the DTCG tokens/*.json (source of truth) into platform artifacts (CSS variables, Tailwind @theme, JS/TS, iOS Asset Catalog,…
Design a task workflow under an explicit token cap (e.g. 10k total) — allocate budget per phase, verify the most critical part first, and degrade gracefully when the cap nears.
Use when the user asks about token usage, session cost, or wants to check optimization effectiveness.
Check a codebase or implementation for token compliance — finding hardcoded values, wrong-tier token references, and inconsistent token application in consuming code.
Deterministically compresses long logs/text into high-signal excerpts to free context window.
Enforce token quota management at session start with conservation rules, delegation checks, and compression review.
Full agent cost report combining Claude Code, OpenCode, and pi-agent (with corrected pi pricing). Use when the user invokes "skill:token-cost", "token-cost", or asks for a total…
Open the Token Optimizer dashboard. Collects latest session data, regenerates the dashboard, and opens it in your browser.
Cut LLM output tokens 40–70% by stripping grammatical scaffolding while preserving every fact — telegraphic output modes, when they pay (pipelines, long sessions) and when they…
Write documentation for design tokens — covering semantic intent, usage context, and do/don't examples.
Handhaaft token-efficiënte workflows: taakclassificatie, Plan Mode, TodoWrite, strikte modelkeuze (goedkoop vs premium), contextgrenzen en rapportage bij complexe taken.
Run a comprehensive token-efficiency audit on Claude usage patterns — identify input/output token waste, context-window inefficiency, low cache-hit rates, and surface 11 standard…
Go from weekly limit on Tuesday to weekly limit on Sunday. 10 steps, one afternoon.
Comprimir respostas para reduzir uso de contexto. Ativa com "modo eficiente", "comprimir respostas", "economizar contexto".
Auto-injects token-efficient delegation patterns. Claude tokens are 50x more expensive than MiniMax/GLM/Kimi.
How to format markdown documentation, tables, and artifacts with high structural density, eliminating decorative ASCII dividers, padded table spaces, and multi-newline whitespace…
Inspect and diagnose software repositories with minimal context across POSIX shells and Windows PowerShell by routing code exploration, large files, logs, tests, diffs, JSON, CSV,…
Trigger Pattern SEP-41 token transfers, TokenClient::new, transfer/transfer_from/burn, XLM native balance - Inject Into Lifecycle, External-Env agents
Token: Fristennotiz und nächster Schritt im Handels- und Gesellschaftsrecht: fachlich vertieftes Modul mit Normenradar (HGB/GmbHG/AktG/UmwG), Tatbestands-/Beweislastmatrix,…
Reduce output-token usage without losing technical accuracy. Use when the user asks to save tokens, be terse, stay brief, use caveman mode, use compressed answers, minimize…
面向 AI Agent 的 token 成本优化系统，直击压缩损质、缓存命中低、无模型路由、预算失控四大痛点。适用于长会话治理、高频问答缓存、多模型混合调用、企业预算管控等场景。核心能力含分级上下文压缩、三层语义缓存、自适应模型路由、预算守护、Prefix
Token integration and implementation analyzer based on Trail of Bits' token integration checklist. Analyzes token implementations for ERC20/ERC721 conformity, checks for 20+ weird…
Free token launcher for AI agents on Base. Create ERC20 tokens with instant Uniswap V4 liquidity — 80% trading fees to creator, LP locked forever, zero ETH cost to launch — from…
Token Layer - Censorship resistant crosschain public token infrastructure。Launch once, trade eve。Use when 需要营销推广、广告投放、获客转化、增长裂变时使用。不适用于非法营销手段。适用于独立开发者、企业团队和自动化工作流场景。
지정한 경로의 vapor 디자인 토큰 CSS 변수 사용을 검사합니다. .css/.scss/.sass/.less/.ts/.tsx/.js/.jsx 파일에서 `var(--vapor-...)` 참조를 스캔하여, 정식 토큰 집합에 없는 이름을 신고하고 세그먼트 정렬 Damerau-Levenshtein 합 거리 2 이내의 가장…
Universal LLM Token Manager - Monitor usage and provide cost-saving recommendations for Kimi, Ope。Use when 需要项目管理、任务规划、进度跟踪、团队协作时使用。不适用于实际人员绩效评估。适用于独立开发者、企业团队和自动化工作流场景。
API Token使用量和费用监控工具。实时跟踪Token消耗和余额，支持定时提醒、 余额预警、工具集成和跨会话分析。按¥12/1M tokens计费，80%上下文阈值 触发提醒，50k会话Token触发预警。适用于独立开发者、企业团队和自动化 工作流场景。不适用于无API计费的场景.
Map an extracted Figma / source-code token bag onto the active OD design system, producing a deterministic mapping the generate stage can consume.
Turn on token-efficient code-graph routing for the current repository. Builds a structural code index and installs the routing agent so the host CLI answers "who calls X / what…
Generates as many digits of pi as possible and writes them into files inside a tokenMaxxing/ folder. Use when the user asks to token-maxx, fill a file with pi digits, test agent…
Token Metrics integration. Manage data, records, and automate workflows. Use when the user wants to interact with Token Metrics data.
Automate Token Metrics tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Investigate token and NFT scams including rug pulls, honeypot tokens, pump-and-dump schemes,
Use when working in a monorepo or large codebase and session token budget is constrained; baseline utilities (grep, cat, git, find) waste 60-90% of tokens vs.
Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities
Monitor OpenClaw token usage, analyze usage patterns, estimate cost, and provide practical optimization suggestions.
Track AI usage across Claude Max, ChatGPT, Gemini & Manus — one OpenClaw dashboard for all providers. Rate limits, rolling windows, credit balances.
One token recommendation and one prediction market pick - scored, quantified, with a skip branch when signals are weak
Use for minimizing token usage while preserving quality, through strict context filtering, indexed history retrieval, concise reasoning formats, output budgeting, and low-overhead…
Pull a real-time token spend summary using ccusage. Shows daily totals, session breakdown, and block usage with cost, cache-read vs output vs cache-creation tokens, and per-model…
Token budget analytics and ROI scoring for AI agent actions. Track token cost per fix, detect wasteful loops, auto-route to fast tier when burn rate is too high.
Explique et configure le routing Haiku/Sonnet/Opus pour économiser les tokens. Utiliser quand l'utilisateur s'inquiète du coût ou veut optimiser.
Always-on token optimization + model routing protocol. Auto-classifies requests (T1-T4), routes execution to the cheapest capable model via sessions_spawn, and applies maximum…
Context window output compression engine for CLI commands (60-99% token reduction).
AI 토큰 사용량 96% 절감. 한국어 Context DB로 프롬프트 최적화. Trigger: "토큰 절약", "토큰세이버", "컨텍스트 저장", "메모리 검색", "프롬프트 최적화". — from GeorgeDoors888/GB-Power-Market-JJ
省50-80%AI token用量,不牺牲响应质量。Code blocks (always kept intact)。Error messages and stack traces。User-marked important messages。支持多种输入格式,输出结构化结果,适用于独立开发者与一人公司效率提升。
Schedules a minimal one-token remote Haiku session to fire at the exact moment the user's 5-hour Claude token window refreshes, so the new window starts immediately.
Deterministic no-LLM compressor for text that will be REUSED — saved prompts, system prompts, skill bodies, repeatedly-pasted docs.
Show token economics comparing usage with turbo-search vs without. Demonstrates actual savings from search-first approach.
Report per-agent token usage for the current Claude Code session (default), all sessions (--all), or a time window (--since {h|d|w}).
Token unlock schedule analysis and project treasury tracking — vesting cliffs, linear unlocks, team/investor/ecosystem token releases, treasury diversification, and sell pressure…
Analyze Claude Code token consumption and estimated costs across projects and sessions. Use when user asks about token usage, costs, spending, billing, how much they've used, or…
Audit where tokens are being wasted across startup context, shell output, repeated file reads, bloated agent docs, oversized summaries, and compaction loss.
Build and share a visual dashboard for OpenClaw token usage, model cost comparison, and recent model change timeline.
How to implement client-side middleware hooks to meter per-turn input/output tokens in real-time, alerting on consumption spikes and enforcing session budget caps.
Measure and attribute LLM token usage and cost across an app — input vs output tokens by feature, route, model, and tenant — then rank the waste and the specific lever to cut it.
Analyze Claude Code session token usage to flag waste and optimization opportunities. Use when the user asks to "analyze token usage", "check token efficiency", "audit token…
API cost guardian for AI agents. Track spending, enforce limits, prevent runaway costs. Essential for any agent making paid API calls.
Understand how text becomes tokens, and why token boundaries explain model behaviour on numbers, code, and non-English text.