Cursor rule

1---
2alwaysApply: true
3description: Automatically search and install PRPM packages when working on infrastructure, testing, deployment, or framework-specific tasks
4---
5 
6# Self-Improving with PRPM
7 
8## Purpose
9 
10Automatically search and install PRPM packages to enhance Cursor's capabilities for specific tasks.
11 
12## When to Apply
13 
14**Automatically triggers when detecting:**
15- Infrastructure: aws, pulumi, terraform, kubernetes, docker
16- Testing: test, playwright, jest, cypress, vitest, e2e
17- Deployment: ci/cd, github-actions, gitlab-ci, deploy, workflow
18- Frameworks: react, vue, next.js, express, fastify, django
19 
20## Workflow
21 
22### 1. Task Analysis
23Analyze user request for keywords and extract relevant terms.
24 
25### 2. Automatic Search
26 
27**Choose the right search method:**
28 
29**AI-Assisted Search** (for vague/broad queries):
30```bash
31prpm ai-search "natural language query"
32```
33Use when user request is:
34- Conceptual or vague (e.g., "help with deployments")
35- Describes a problem, not specific tools
36- Open-ended exploration
37 
38**Keyword Search** (for specific tools/frameworks):
39```bash
40prpm search "<detected keywords>" --limit 5
41```
42Use when request mentions:
43- Specific technologies (e.g., "pulumi", "react")
44- Exact tool names
45- Known frameworks
46 
47### 3. Package Suggestion
48Present top 3 most relevant packages:
49```
50I found these PRPM packages that can help:
511. @prpm/pulumi-infrastructure (Official, 5.2K downloads)
52   - Pulumi + AWS best practices
532. @sanjeed5/github-actions (Community, 892 downloads)
54   - GitHub Actions patterns
55 
56Should I install #1 to enhance my knowledge?
57```
58 
59### 4. Installation (with approval)
60```bash
61prpm install <package-name> --as cursor
62```
63 
64### 5. Application
65Load package knowledge and apply to current task.
66 
67## Decision Rules
68 
69### High Confidence (Auto-suggest)
70- ✅ Official packages (`@prpm/*`)
71- ✅ Featured packages
72- ✅ High downloads (>1,000)
73- ✅ Verified authors
74 
75### Medium Confidence (Present options)
76- ⚠️ Community packages (<1,000 downloads)
77- ⚠️ Multiple similar packages
78 
79### Low Confidence (Skip)
80- ❌ Unverified packages
81- ❌ Zero downloads
82 
83## Search Triggers
84 
85### Infrastructure
86**Keywords**: aws, gcp, kubernetes, docker, pulumi, terraform
87**Search**: `prpm search "infrastructure <cloud> <tool>"`
88 
89### Testing
90**Keywords**: test, playwright, jest, cypress, vitest, e2e
91**Search**: `prpm search "testing <framework>"`
92 
93### CI/CD
94**Keywords**: ci/cd, github-actions, gitlab-ci, deploy
95**Search**: `prpm search "deployment <platform>"`
96 
97### Frameworks
98**Keywords**: react, vue, next.js, express, django
99**Search**: `prpm search "<framework> best-practices"`
100 
101## Search Commands
102 
103### AI-Assisted Search (Semantic Search)
104```bash
105# Natural language queries
106prpm ai-search &quot;help me deploy my app to the cloud&quot;
107 
108# Problem descriptions
109prpm ai-search &quot;I need to improve my code review process&quot;
110 
111# Conceptual searches
112prpm ai-search &quot;best practices for testing infrastructure&quot;
113```
114 
115**When to use AI search:**
116- User query is vague or open-ended
117- Searching by concept rather than specific tool
118- Exploring what's available for a problem domain
119- User doesn't know exact package names or tools
120 
121### Package Search (Keyword Search)
122```bash
123# Basic search
124prpm search &quot;keyword1 keyword2&quot;
125 
126# Subtype filter (rule, agent, skill, slash-command, prompt)
127prpm search &quot;react&quot; --subtype rule
128 
129# Limit results
130prpm search &quot;github actions&quot; --limit 5
131 
132# Sort by downloads
133prpm search &quot;testing&quot; --sort downloads
134```
135 
136**When to use keyword search:**
137- Specific technology names known (pulumi, react, etc.)
138- Filtering by package subtype needed
139- Need sorting/filtering options
140- Exact match searches
141 
142### Collection Search
143```bash
144# List all collections
145prpm collection list
146 
147# Search for collections
148prpm collection search &quot;frontend&quot;
149 
150# Get collection details
151prpm collection info essential-dev-agents
152 
153# Install a collection (installs all packages in the collection)
154prpm install essential-dev-agents
155```
156 
157**Note:** Collections bundle multiple related packages together. Use collections when you need a complete toolkit for a specific domain (e.g., "startup-mvp", "security-review-agents", "essential-dev-agents").
158 
159## Examples
160 
161### Specific Technology (Keyword Search)
162```
163User: "Help me build Pulumi + Beanstalk infrastructure"
164 
165Analysis: Keywords = Pulumi, Beanstalk, infrastructure (specific tools)
166Search: prpm search "pulumi beanstalk infrastructure"
167Found: @prpm/pulumi-infrastructure (Official, 3.2K downloads)
168Confidence: High → Auto-suggest
169 
170Response:
171"I found: @prpm/pulumi-infrastructure (Official, 3.2K downloads)
172Pulumi + AWS best practices, resource patterns, cost optimization.
173Should I install this?"
174 
175User: "Yes"
176 
177Action: prpm install @prpm/pulumi-infrastructure --as cursor
178Result: Package loaded, applying Pulumi patterns to task
179```
180 
181### Vague Request (AI-Assisted Search)
182```
183User: "I need help with deployments"
184 
185Analysis: Query is vague, no specific tools mentioned
186Search: prpm ai-search "help with deployments"
187Found: Multiple relevant packages
188 
189Response:
190"I found several deployment-related packages:
191 
1921. @prpm/elastic-beanstalk-deployment (Official, 2.1K downloads)
1932. @prpm/docker-deployment (Featured, 1.5K downloads)
1943. @sanjeed5/github-actions (Community, 892 downloads)
195 
196Which deployment platform are you using?"
197 
198User: "I'm using AWS"
199 
200Action: prpm install @prpm/elastic-beanstalk-deployment --as cursor
201Result: Package loaded, applying AWS deployment patterns
202```
203 
204Remember: Self-improvement through package discovery makes Cursor more capable for each task domain.
205