cursor-context-management
Optimize context window usage in Cursor with @-mentions, context pills, and conversation strategy. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management", "@-mentions", "context pills".
Best use case
cursor-context-management is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Optimize context window usage in Cursor with @-mentions, context pills, and conversation strategy. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management", "@-mentions", "context pills".
Teams using cursor-context-management should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cursor-context-management/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How cursor-context-management Compares
| Feature / Agent | cursor-context-management | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Optimize context window usage in Cursor with @-mentions, context pills, and conversation strategy. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management", "@-mentions", "context pills".
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Cursor Context Management Optimize how Cursor AI uses context to produce accurate, relevant responses. Context is everything the model sees when generating a response -- managing it well is the single biggest lever for output quality. ## Context Sources Cursor assembles context from multiple sources before each AI request: ``` ┌─ Always Included ─────────────────────────────────────┐ │ System prompt (Cursor internal) │ │ Active .cursor/rules/*.mdc with alwaysApply: true │ │ Current file (for Tab, Inline Edit) │ └───────────────────────────────────────────────────────┘ ┌─ Conditionally Included ──────────────────────────────┐ │ Selected code (highlighted before Cmd+L/Cmd+K) │ │ @-mention targets (@Files, @Folders, @Code) │ │ Glob-matched rules (.mdc with matching globs) │ │ Conversation history (prior turns in chat) │ │ Open editor tabs (lightweight reference) │ └───────────────────────────────────────────────────────┘ ┌─ On-Demand (explicit @-mention) ──────────────────────┐ │ @Codebase → semantic search across indexed files │ │ @Docs → crawled external documentation │ │ @Web → live web search results │ │ @Git → uncommitted diff or branch diff │ │ @Lint Errors → current file lint diagnostics │ └───────────────────────────────────────────────────────┘ ``` ## Context Pills Active context appears as pills at the top of the Chat/Composer panel: ``` [main.ts] [src/utils/] [@Web: next.js 15] [Rule: typescript-standards] ``` - Click a pill to expand and see its contents - Click `x` on a pill to remove it from context - Adding too many pills fills the context window, degrading response quality ## @-Mention Strategy by Task ### Code Understanding ``` @src/auth/middleware.ts @src/types/user.ts Explain how the JWT validation works and what happens when a token expires. ``` Use `@Files` for specific files. Avoid `@Folders` unless you need the full directory -- it consumes a lot of context. ### Bug Investigation ``` @src/hooks/useCart.ts @Lint Errors @Recent Changes The cart total is NaN after the latest changes. What broke? ``` `@Recent Changes` + `@Lint Errors` gives the model forensic context. ### Architecture Questions ``` @Codebase where are database queries made? ``` `@Codebase` triggers semantic search across the indexed codebase. Good for discovery when you do not know which files are relevant. Costs more context than targeted `@Files` mentions. ### Using External Knowledge ``` @Docs Prisma @Web prisma client extensions 2025 How do I add soft-delete as a Prisma Client extension? ``` `@Docs` uses pre-indexed documentation. `@Web` does a live search. Combine both for comprehensive answers about third-party tools. ## Context Budget Management Each model has a context limit. Overloading it causes the model to drop information silently: | Model | Context Window | Practical Limit | |-------|---------------|-----------------| | GPT-4o | 128K tokens | ~80K usable | | Claude Sonnet | 200K tokens | ~150K usable | | Claude Opus | 200K tokens | ~150K usable | | cursor-small | 8K tokens | ~5K usable | ### Signs of Context Overflow - Model forgets instructions from earlier in the conversation - Responses become generic or repetitive - Model contradicts what it said 3 turns ago - Suggested code ignores file context you provided ### Mitigation Strategies 1. **Start new conversations frequently.** One topic per conversation. 2. **Use specific @Files, not @Folders.** `@src/api/users.ts` is better than `@src/api/`. 3. **Remove context pills you no longer need.** Click `x` to drop stale files. 4. **Avoid @Codebase for narrow questions.** It pulls in many code chunks. Use `@Files` when you know the location. 5. **Break large tasks into steps.** Ask for the type definitions first, then the implementation, then the tests -- in separate turns or chats. ## Automatic vs Manual Context Cursor automatically includes context in some cases: | Feature | Automatic Context | |---------|------------------| | Tab Completion | Current file + open tabs + recent edits | | Inline Edit (Cmd+K) | Selected code + surrounding file | | Chat (Cmd+L) | Conversation history + explicitly added context | | Composer (Cmd+I) | Referenced files + codebase search | For Chat and Composer, you control context through @-mentions. Tab and Inline Edit manage their own context automatically. ## .cursorignore for Context Control Prevent files from ever being included in AI context: ```gitignore # .cursorignore (project root) # Secrets and credentials .env .env.* **/secrets/ **/credentials/ # Large generated files dist/ build/ node_modules/ *.min.js *.bundle.js # Data files that consume context budget *.csv *.sql *.sqlite fixtures/ ``` **Note:** `.cursorignore` is best-effort. It prevents files from appearing in indexing and AI features, but is not a security boundary for protecting secrets. Use `.gitignore` and environment variables for actual secret management. ## Advanced: Scoped Rules as Context Project rules automatically inject context when relevant files are opened: ```yaml # .cursor/rules/database-patterns.mdc --- description: "Database query patterns and conventions" globs: "src/db/**/*.ts,src/repositories/**/*.ts" alwaysApply: false --- # Database Conventions - Use parameterized queries exclusively - All queries go through repository pattern - Wrap multi-table operations in transactions - Use connection pooling (pool size: 10) ``` This rule automatically loads when editing database files, giving the AI the right conventions without you manually adding context each time. ## Enterprise Considerations - **Data sensitivity**: Use `.cursorignore` to exclude files with PII, credentials, or regulated data - **Privacy Mode**: Ensures code sent as context has zero data retention at model providers - **Conversation hygiene**: Train teams to start new chats per task to avoid context bleed - **Cost awareness**: Larger context = more tokens = higher API costs when using BYOK ## Resources - [@ Symbols Overview](https://docs.cursor.com/context/@-symbols/overview) - [Codebase Indexing](https://docs.cursor.com/context/codebase-indexing) - [Ignore Files](https://docs.cursor.com/context/ignore-files)
Related Skills
MCP Configuration Management
## Overview
react-context-setup
React Context Setup - Auto-activating skill for Frontend Development. Triggers on: react context setup, react context setup Part of the Frontend Development skill category.
cursor-usage-analytics
Track and analyze Cursor usage metrics via admin dashboard: requests, model usage, team productivity, and cost optimization. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard", "cursor ROI".
cursor-upgrade-migration
Upgrade Cursor versions, migrate from VS Code, and transfer settings between machines. Triggers on "upgrade cursor", "update cursor", "cursor migration", "cursor new version", "vs code to cursor", "cursor changelog".
cursor-team-setup
Set up Cursor for teams: plan selection, member management, shared rules, admin dashboard, and onboarding. Triggers on "cursor team", "cursor organization", "cursor business", "cursor enterprise setup", "cursor admin".
cursor-tab-completion
Master Cursor Tab autocomplete, ghost text, and AI code suggestions. Triggers on "cursor completion", "cursor tab", "cursor suggestions", "cursor autocomplete", "cursor ghost text", "cursor copilot".
cursor-sso-integration
Configure SAML 2.0 and OIDC SSO for Cursor with Okta, Microsoft Entra ID, and Google Workspace. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta", "cursor entra", "cursor scim".
cursor-rules-config
Configure Cursor project rules using .cursor/rules/*.mdc files and legacy .cursorrules. Triggers on "cursorrules", ".cursorrules", "cursor rules", "cursor config", "cursor project settings", ".mdc rules", "project rules".
cursor-reference-architecture
Reference architecture for Cursor IDE projects: directory structure, rules organization, indexing strategy, and team configuration patterns. Triggers on "cursor architecture", "cursor project structure", "cursor best practices", "cursor file structure".
cursor-prod-checklist
Production readiness checklist for Cursor IDE setup: security, rules, indexing, privacy, and team standards. Triggers on "cursor production", "cursor ready", "cursor checklist", "optimize cursor setup", "cursor onboarding".
cursor-privacy-settings
Configure Cursor privacy mode, data handling, telemetry, and sensitive file exclusion. Triggers on "cursor privacy", "cursor data", "cursor security", "privacy mode", "cursor telemetry", "cursor data retention".
cursor-performance-tuning
Optimize Cursor IDE performance: reduce memory usage, speed up indexing, tune AI features, and manage extensions for large codebases. Triggers on "cursor performance", "cursor slow", "cursor optimization", "cursor memory", "speed up cursor", "cursor lag".