Context Optimizer (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Audits agent context window usage via debug logs, token profiling, and redundancy detection. USE FOR: context optimization, token waste analysis,
Overview
Key features
- Log Parsing
- Turn-Cost Profiling
- Redundancy Detection
- Hand-Off Gap Analysis
- Report Generation
Pricing
- Model
- Free
- Category
- Skills
- Rating
- No reviews yet
Use cases
Context Optimization
Auditing context window efficiency across a multi-agent system to identify areas of inefficiency and optimize token usage.
Token Waste Analysis
Analyzing debug logs to estimate token spend per turn and identify opportunities for cost reduction.
Pros & Cons
Pros
- Identifies and optimizes context window usage
- Reduces token waste and costs
- Provides prioritized optimization reports
- Supports multi-agent systems and subagent hand-offs
Cons
- Requires Python 3.10+ for log parser script
- Limited to VS Code Copilot Chat debug logs
- May require adjustments for new projects
Reviews
Sign in to leave a review.
No reviews yet. Be the first!
Q&A
Can the Context Optimizer be used with multi‑agent systems and sub‑agent hand‑offs?
Yes, it audits context usage across multiple agents, detects hand‑off gaps, and recommends where sub‑agents should be introduced to reduce token waste.
Asked by Bianca Ferreira · Apr 6, 2026
Which debug logs does the tool support for analysis?
It is designed to parse VS Code Copilot Chat debug logs; other log formats are not supported.
Asked by Isabela Almeida · Mar 19, 2026
What programming environment is required to run the Context Optimizer?
The Context Optimizer requires Python 3.10 or newer to execute its log parser script.
Asked by Youssef El-Sayed · Feb 21, 2026
Ask a question
Skills alternatives
Manage Headers (Grade A)
Skills
Security-tested development skill for Claude AI. Grade A. Inspects and configures the security headers a Power Pages site sends to browsers — Content Security Policy, frame and clickjacking protection
Using Git Worktrees (Grade A)
Skills
Security-tested data-ai skill for Claude AI. Grade A. Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktre
Ga4 Bigquery Schema (Grade A)
Skills
Security-tested data-ai skill for Claude AI. Grade A. GA4 BigQuery Export Schema Reference — complete field reference, nested structures, query patterns, and performance tips
Meta Capi (Grade A)
Skills
Security-tested data-ai skill for Claude AI. Grade A. Meta Conversions API (CAPI) Setup Reference — architecture, event types, customer information hashing, deduplication, implementation examples, AEM
Callees (Grade A)
Skills
Security-tested development skill for Claude AI. Grade A. Lista o que uma funcao/metodo chama (call graph direto)
Test Module Name (Grade A)
Skills
Security-tested data-ai skill for Claude AI. Grade A. Name Haskell test modules after the module under test with a Spec suffix in the same namespace. Use when writing or reviewing Haskell test module
Board Of Directors (Grade A)
Skills
Security-tested data-ai skill for Claude AI. Grade A. Simulate a 5-member expert board deliberation for major decisions. Use when evaluating plans, architecture choices, feature designs, or any decisi
Advpl Mvc Avancado (Grade A)
Skills
Security-tested development skill for Claude AI. Grade A. MVC avançado via PE (Pontos de Entrada) — adicionar grids customizadas em telas MVC padrão (CNTA300/MATA070/MATA440/MATA460/FINA040 via *STRU)
Trending now
Reducto AI
AI Agent Development Platforms
Document intelligence API that parses, splits, OCRs, and extracts structured data from complex PDFs, slides, and spreadsheets.
AdCrier
Marketing & Advertising
Sponsored answers, paid per click.
Biology AI
Education AI
Accurate Homework Help with Full Explanations
Pin AI
Workflow automation
Agentic AI recruiter that automates sourcing, screening, and outreach to accelerate hiring.