Local AIFREEACCESS AVAILABLEFC-AI-008
Token Claw AI
token-claw-ai
Optimiza el uso de tokens para reducir costos y maximizar la ventana de contexto con estrategias de compresión.
Token Claw AI optimizes token usage for cost reduction and context window maximization. It designs token-efficient prompts, implements context compression strategies, and creates token budget plans that reduce API costs while maintaining output quality.
OpenClaw
Hermes
Claude Code
Codex
Cursor
Windsurf
Aider
OllamaPRIMARY ACTION
COMPATIBLE WITH
OpenClawHermesClaude CodeCodex+4
OpenClaw is the default target. Cursor example below.
When to Use
- Run local models with private workflows
- Tune inference for local hardware
- Choose effective GGUF variants
- Benchmark practical latency and quality
Compatible Frameworks
OpenClawHermesClaude CodeCodexCursorWindsurfAiderOllama8 TOOLS
Quality Gates
- Auditoría de tokens completa
- Compresión sin pérdida de calidad
- Contexto relevante y mínimo
- Presupuestos de tokens realistas
- Instrucciones de seguridad preservadas
5 GATES DEFINED
Expected Outputs
token auditsoptimized promptscompression strategiestoken budgetscost projectionsefficiency recommendations
Native exports per tool
OpenClaw10 files
openclaw/AGENTS.mdopenclaw/SOUL.mdopenclaw/TOOLS.md+7 moreHermes5 files
hermes/skills/flickclaw/token-claw-ai/SKILL.mdhermes/skills/flickclaw/token-claw-ai/references/workflow.mdhermes/skills/flickclaw/token-claw-ai/references/quality-gates.md+2 moreClaude Code6 files
claude-code/CLAUDE.mdclaude-code/.claude/skills/token-claw-ai/SKILL.mdclaude-code/.claude/skills/token-claw-ai/references/workflow.md+3 moreCodex5 files
codex/AGENTS.mdcodex/.flickclaw/agents/token-claw-ai/codex.mdcodex/.flickclaw/agents/token-claw-ai/workflow.md+2 moreCursor3 files
cursor/.cursor/rules/flickclaw-token-claw-ai.mdccursor/.cursor/rules/flickclaw-token-claw-ai-workflow.mdccursor/.cursor/rules/flickclaw-token-claw-ai-quality-gates.mdcWindsurf3 files
windsurf/.windsurf/rules/flickclaw-token-claw-ai.mdwindsurf/.windsurf/rules/flickclaw-token-claw-ai-workflow.mdwindsurf/.windsurf/rules/flickclaw-token-claw-ai-quality-gates.mdAider3 files
aider/CONVENTIONS.mdaider/aider.mdaider/.aider.conf.ymlOllama4 files
ollama/Modelfileollama/system-prompt.mdollama/template.md+1 moreUse in Your Tool
Primary command uses OpenClaw by default. Secondary example targets Cursor.
OpenClaw (default)
RECOMMENDEDnpm exec --yes @flickclaw/cli@latest -- install token-claw-aiCursor (secondary)
npm exec --yes @flickclaw/cli@latest -- install token-claw-ai --target cursorSupported AI Agent Frameworks
Example Prompt
Build a complete plan and deliverable package for this agent's role in a production workflow.