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Token Efficiency Audit

Agent skill
1 skill

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 optimization patterns (O6a-O6e). Use when the user wants to audit token spend, profile prompt cost, or align with SOSA Level 3+ token-economy requirements.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

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 optimization patterns (O6a-O6e). Use when the user wants to audit token spend, profile prompt cost, or align with SOSA Level 3+ token-economy requirements.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 9d090a660b3a317832999d57e41abe1babadd5150b557092ce0635dc4480bbfe

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Token Efficiency Audit | Agent Skills Atlas