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Library · Cursor

Cursor

FREE Cursor-oriented repository instructions. Copy the full body into Cursor Agent / Rules. Not a claim about official Cursor APIs or BSV live RUN.

60 FREE resources · COPY/USE · Untested (not marked Verified).

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Coding (60)

A/B Model Evaluation
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A/B Model Evaluation

Use Cursor to compare candidate models on a controlled task set and rubric, optimized for repository-aware coding.

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API Integration
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API Integration

Use Cursor to integrate an external API behind a stable internal boundary, optimized for repository-aware coding.

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Bug Reproduction
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Bug Reproduction

Use Cursor to convert a vague bug into a reproducible failure with evidence, optimized for repository-aware coding.

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CI/CD Repair
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CI/CD Repair

Use Cursor to diagnose and repair a failing delivery pipeline, optimized for repository-aware coding.

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Classification Pipeline
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Classification Pipeline

Use Cursor to classify records with explicit labels and uncertainty handling, optimized for repository-aware coding.

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Code Review
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Code Review

Use Cursor to review a change for correctness, maintainability and regression risk, optimized for repository-aware coding.

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Competitive Research
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Competitive Research

Use Cursor to compare competitors using explicit criteria and evidence, optimized for repository-aware coding.

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Cost-Aware Routing
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Cost-Aware Routing

Use Cursor to reduce inference cost while preserving quality tiers, optimized for repository-aware coding.

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Critic-Repair Loop
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Critic-Repair Loop

Use Cursor to iterate critique and repair with a bounded stopping rule, optimized for repository-aware coding.

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CSV Analysis
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CSV Analysis

Use Cursor to analyze tabular data while preserving data-quality caveats, optimized for repository-aware coding.

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Customer Research
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Customer Research

Use Cursor to synthesize feedback into patterns, needs and experiments, optimized for repository-aware coding.

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Data Cleaning
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Data Cleaning

Use Cursor to apply deterministic cleaning rules with an audit trail, optimized for repository-aware coding.

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Data Validation
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Data Validation

Use Cursor to check schema and business rules and enumerate violations, optimized for repository-aware coding.

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Database Migration
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Database Migration

Use Cursor to design a safe schema/data migration with validation and rollback, optimized for repository-aware coding.

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Dependency Upgrade
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Dependency Upgrade

Use Cursor to upgrade a dependency while controlling compatibility risk, optimized for repository-aware coding.

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Developer-Tester Team
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Developer-Tester Team

Use Cursor to separate implementation from independent verification, optimized for repository-aware coding.

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Documentation Sync
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Documentation Sync

Use Cursor to align documentation with actual current behavior, optimized for repository-aware coding.

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Editorial Rewrite
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Editorial Rewrite

Use Cursor to rewrite while preserving facts, constraints and intended meaning, optimized for repository-aware coding.

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Evidence Comparison
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Evidence Comparison

Use Cursor to compare claims across sources and expose agreement or conflict, optimized for repository-aware coding.

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Fact Checking
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Fact Checking

Use Cursor to audit a draft claim-by-claim and mark unsupported statements, optimized for repository-aware coding.

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Fact Extraction
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Fact Extraction

Use Cursor to extract precise facts from messy text into normalized records, optimized for repository-aware coding.

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Feature Implementation
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Feature Implementation

Use Cursor to implement a scoped feature without unrelated refactoring, optimized for repository-aware coding.

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Frontend Accessibility
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Frontend Accessibility

Use Cursor to audit keyboard, semantic and assistive-technology usability, optimized for repository-aware coding.

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Human Approval Gate
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Human Approval Gate

Use Cursor to pause before a consequential action and present an approval packet, optimized for repository-aware coding.

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Incident Response Assistant
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Incident Response Assistant

Use Cursor to support incident triage, timeline and actions without unsafe autonomy, optimized for repository-aware coding.

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JSON Transformation
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JSON Transformation

Use Cursor to transform semi-structured input into a strict target schema, optimized for repository-aware coding.

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Knowledge Retrieval
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Knowledge Retrieval

Use Cursor to answer from a controlled knowledge base with no-answer behavior, optimized for repository-aware coding.

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Latency-Aware Routing
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Latency-Aware Routing

Use Cursor to route interactive work against response-time targets, optimized for repository-aware coding.

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Localization QA
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Localization QA

Use Cursor to check meaning, terminology, locale behavior and UI-fit risks, optimized for repository-aware coding.

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Long Document Synthesis
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Long Document Synthesis

Use Cursor to synthesize large documents while preserving contradictions and unknowns, optimized for repository-aware coding.

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Market Research
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Market Research

Use Cursor to structure a market question into evidence-backed findings, optimized for repository-aware coding.

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Meeting Processing
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Meeting Processing

Use Cursor to turn meeting material into decisions, actions, risks and open questions, optimized for repository-aware coding.

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Model Routing
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Model Routing

Use Cursor to route heterogeneous tasks using explicit capability criteria, optimized for repository-aware coding.

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Multi-file Refactor
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Multi-file Refactor

Use Cursor to change a cross-cutting concern while preserving behavior, optimized for repository-aware coding.

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Performance Investigation
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Performance Investigation

Use Cursor to measure and isolate a performance regression before optimizing, optimized for repository-aware coding.

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Planner-Executor Team
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Planner-Executor Team

Use Cursor to separate planning from execution with a concrete handoff artifact, optimized for repository-aware coding.

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Privacy-Aware Routing
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Privacy-Aware Routing

Use Cursor to restrict sensitive work to permitted providers and logging policies, optimized for repository-aware coding.

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Product Requirements
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Product Requirements

Use Cursor to convert a product idea into scoped, testable requirements, optimized for repository-aware coding.

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Project Planning
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Project Planning

Use Cursor to turn an objective into milestones, dependencies, risks and gates, optimized for repository-aware coding.

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Provider Fallback
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Provider Fallback

Use Cursor to fail over on downtime, rate limits or capability mismatch, optimized for repository-aware coding.

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RAG Quality Audit
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RAG Quality Audit

Use Cursor to evaluate retrieval and grounding failures with a repeatable test set, optimized for repository-aware coding.

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Report Generation
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Report Generation

Use Cursor to turn validated source data into a decision-oriented report, optimized for repository-aware coding.

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Repository Onboarding
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Repository Onboarding

Use Cursor to map an unfamiliar repository into architecture, entry points, tests and risk areas, optimized for repository-aware coding.

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Root-Cause Debugging
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Root-Cause Debugging

Use Cursor to isolate the actual cause of a recurring technical failure, optimized for repository-aware coding.

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Sales Call Analysis
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Sales Call Analysis

Use Cursor to extract needs, objections, commitments and next actions, optimized for repository-aware coding.

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Security Review
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Security Review

Use Cursor to identify practical security weaknesses and concrete remediation, optimized for repository-aware coding.

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SEO Content Brief
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SEO Content Brief

Use Cursor to create an evidence-based search brief without inventing search facts, optimized for repository-aware coding.

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SOP Creation
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SOP Creation

Use Cursor to turn an operational process into a repeatable SOP with exceptions, optimized for repository-aware coding.

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SQL Analysis
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SQL Analysis

Use Cursor to answer a data question with safe, inspectable SQL and validation, optimized for repository-aware coding.

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Structured Extraction
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Structured Extraction

Use Cursor to extract fields/entities into a machine-readable schema, optimized for repository-aware coding.

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Support Triage
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Support Triage

Use Cursor to classify support issues by severity, missing data and route, optimized for repository-aware coding.

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Technical Research
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Technical Research

Use Cursor to answer a technical question from evidence rather than unsupported inference, optimized for repository-aware coding.

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Test Design
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Test Design

Use Cursor to design high-value tests around risks and edge cases, optimized for repository-aware coding.

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Tool-Using Agent
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Tool-Using Agent

Use Cursor to allow tool use within explicit authority and confirmation boundaries, optimized for repository-aware coding.

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Webhook Workflow
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Webhook Workflow

Use Cursor to process incoming events reliably, idempotently and observably, optimized for repository-aware coding.

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