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Agent Skills with tag: token-cost-optimization

12 skills match this tag. Use tags to discover related Agent Skills and explore similar workflows.

implementation

Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and token-efficient MCP usage (defer_loading for 85% savings).

design-patternsunit-testingmcptoken-cost-optimization
ingpoc
ingpoc
5

token-efficient

Use when processing 50+ items, analyzing CSV/log files, executing code in sandbox, or searching for tools. Load for data processing tasks. Achieves 98%+ token savings via in-sandbox execution, progressive disclosure, and pagination. Supports heredocs for multi-line bash.

token-cost-optimizationdata-preprocessingbashsandbox-execution
ingpoc
ingpoc
5

token-budget-advisor

Proactive token budget assessment and task chunking strategy. Use this skill when queries involve multiple large file uploads, requests for comprehensive multi-document analysis, complex multi-step workflows with heavy research (10+ tool calls), phrases like "complete analysis", "full audit", "thorough review", "deep dive", or tasks combining extensive research with large output artifacts. This skill helps assess token consumption risk early and recommend chunking strategies before beginning work.

token-cost-optimizationresource-estimationtask-decompositionrisk-management
Exploration-labs
Exploration-labs
72

programming-advisor

Build vs Buy advisor. Use when users say: 'I want to build...', 'Help me create...', 'Can you code...', 'I need a tool/app/script'. Searches for existing libraries, SaaS, and open source solutions before vibe coding. Estimates token costs and provides comparison tables.

build-vs-buyframework-selectionopen-sourcesaas
gaupoit
gaupoit
103

fetch-url

渲染网页 URL,去噪提取正文并输出为 Markdown(默认)或其他格式/原始 HTML,以减少 Token。

web-scrapingtext-extractiondocument-processingmarkdown
DCjanus
DCjanus
131

context-loader

Load project context efficiently for Conductor workflows. Use when starting work on a track, implementing features, or needing project context without consuming excessive tokens.

context-windowstoken-cost-optimizationagent-orchestrationcontext-engineering
pilotparpikhodjaev
pilotparpikhodjaev
353

octave-ultra-mythic

Ultra-high density compression using mythological atoms and semantic shorthand. Preserves soul and constraints at 60% compression for identity transmission, binding protocols, and extreme token scarcity.

compressiontoken-cost-optimizationidentity-transmissionbinding-protocols
elevanaltd
elevanaltd
26

creating-mcp-servers

Creates production-ready MCP servers using FastMCP v2. Use when building MCP servers, optimizing tool descriptions for context efficiency, implementing progressive disclosure for multiple capabilities, or packaging servers for distribution.

mcppackage-managementtoken-cost-optimizationprogressive-disclosure
oaustegard
oaustegard
251

state-management

Cache management, configuration best practices, and progressive disclosure patterns for efficient context window usage. Use when working with large responses, optimizing token costs, or managing plugin state across operations.

memory-managementtoken-cost-optimizationbest-practicescontext-window
conorluddy
conorluddy
457

nav-stats

Display session efficiency report showing token savings, cache performance, and optimization recommendations. Use when user asks "show my stats", "how efficient am I?", "show session metrics", or wants to see Navigator's impact.

dashboardstoken-cost-optimizationcache-performancesession-metrics
alekspetrov
alekspetrov
504

statusline-generator

Configures and customizes Claude Code statuslines with multi-line layouts, cost tracking via ccusage, git status indicators, and customizable colors. Activates for statusline setup, installation, configuration, customization, color changes, cost display, git status integration, or troubleshooting statusline issues.

terminalgitclaude-skillstoken-cost-optimization
daymade
daymade
15713

context-optimization

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

context-windowtoken-cost-optimizationkv-cache-optimizationcontext-partitioning
muratcankoylan
muratcankoylan
5,808463