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holepunchto-kb commits / 881ee72

Add comprehensive user onboarding documentation
Created two new guides for users building P2P apps: 1. QUICK_START.md (concise, 5-minute guide): - 3-step process: Discover → Design → Build - Example workflows for common use cases - AI integration basics - Quick reference for key files 2. AI_WORKFLOW_GUIDE.md (complete workflow guide): - Detailed Human + AI collaboration workflow - Step-by-step from requirements to implementation - Best practices for working with AI assistants - Complete example scenarios (distributed DB, chat, file sharing) - File access guide for AI - Common workflows and troubleshooting Updated README.md: - Added "Getting Started" section with links to guides - Added example: Build a distributed database - Updated repository structure with Phase 2 & 3 files - Updated analysis phases (all 3 phases complete) - Added designer/architect usage examples - Updated statistics (133 repos, 11 use cases, 10 patterns) - Added documentation resources section These guides enable users to: - Build P2P apps using the designer/architect agents - Collaborate with AI assistants effectively - Leverage all 529 repos of documentation - Follow proven workflows from discovery to implementation Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
881ee7222265c66b14f840b20bb720d349418df9
by plankatron <fleeky@gmail.com> · 2026-01-17T01:14:24.000Z

Changed files (3) +976 -22

AI_WORKFLOW_GUIDE.md +561 -0
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1# Building P2P Apps with AI: Workflow Guide
2
3**Last Updated**: 2026-01-16
4
5This guide shows how human developers can collaborate with AI assistants (like Claude) to build peer-to-peer applications using the holepunchto ecosystem.
6
7---
8
9## Overview: The Human + AI Workflow
10
11```
12┌─────────────────────────────────────────────────────────┐
13│ 1. HUMAN: Describes what they want to build │
14│ ↓ │
15│ 2. DESIGNER AGENT: Recommends repos & architecture │
16│ ↓ │
17│ 3. ARCHITECT AGENT: Designs system architecture │
18│ ↓ │
19│ 4. AI ASSISTANT: Implements actual code │
20│ ↓ │
21│ 5. HUMAN + AI: Iterate, debug, and enhance │
22└─────────────────────────────────────────────────────────┘
23```
24
25---
26
27## Step 1: Discovery - What Do You Want to Build?
28
29### Human Provides Requirements
30
31Start by describing your P2P application idea in natural language:
32
33**Examples:**
34- "I want to build a distributed database for storing sensor data"
35- "I need a P2P file sharing app for my team"
36- "I want to create a real-time chat application"
37- "I need a distributed append-only log for event sourcing"
38
39### Use Designer Agent
40
41Run the designer agent with your description:
42
43```bash
44node designer-agent.js "I want to build a distributed database"
45```
46
47**Output:**
48- Use case match (e.g., "distributed-database")
49- Required repositories (e.g., hypercore, hyperbee)
50- Optional repositories (e.g., autobase, corestore)
51- Stability, platform, and pattern information
52
53### Share Results with AI
54
55Copy the designer agent output and share with your AI assistant:
56
57```
58I want to build a distributed database. The designer agent recommended:
59
60Required: hypercore, hyperbee
61Optional: autobase, corestore, hypercore-crypto
62Use case: distributed-database
63Patterns: append-only-log, b-tree-index, replication
64```
65
66---
67
68## Step 2: Architecture - Design Your System
69
70### Use Architect Agent
71
72Run the architect agent with recommended repos:
73
74```bash
75node architect-agent.js hypercore hyperbee autobase
76```
77
78**Output:**
79- Architectural layers (Foundation, Core, Integration, Application)
80- P2P patterns in use
81- Dependency graph
82- Integration points
83- Recommendations for missing dependencies
84
85### AI Analysis
86
87Share architect output with AI and ask:
88
89```
90Here's the architecture analysis for my distributed database.
91Based on this, can you:
921. Explain how these repos work together
932. Identify any missing pieces I need
943. Suggest a good starting point for implementation
95```
96
97The AI can:
98- Explain the architectural layers
99- Clarify how repos integrate
100- Recommend implementation order
101- Suggest additional utilities from the dependency warnings
102
103---
104
105## Step 3: Deep Dive - Understanding the APIs
106
107### Point AI to Skills Documentation
108
109The AI can read the detailed API documentation:
110
111```
112Can you read skills/hypercore/skills.md and explain:
113- How do I create a new hypercore?
114- How do I append data?
115- How do I replicate between peers?
116```
117
118### Review API Extracts
119
120For deeply analyzed repos (133 total), point AI to api-extract.json:
121
122```
123Read skills/hypercore/api-extract.json and show me:
124- All exported classes
125- Key methods for appending and reading data
126- Code examples from the README
127```
128
129---
130
131## Step 4: Implementation - AI Writes Code
132
133### Start Simple - Basic Setup
134
135Ask AI to create initial setup:
136
137```
138Using hypercore and hyperbee, create a basic Node.js app that:
1391. Initializes a hypercore storage
1402. Creates a hyperbee database
1413. Writes a few key-value pairs
1424. Reads them back
143
144Use the API information from skills/hypercore/skills.md
145and skills/hyperbee/skills.md
146```
147
148AI generates initial code based on documented APIs.
149
150### Iterate - Add Features
151
152Build features incrementally:
153
154```
155Now add:
156- P2P replication using hyperswarm
157- Ability to sync database between two peers
158- Connection event logging
159
160Check skills/hyperswarm/skills.md for the API
161```
162
163### Debug with Context
164
165When issues arise:
166
167```
168I'm getting this error: [paste error]
169
170My code: [paste code]
171
172Can you check:
1731. If I'm using the hypercore API correctly (skills/hypercore/skills.md)
1742. Common patterns from the dependency graph
1753. If I'm missing required dependencies
176```
177
178AI can cross-reference:
179- API documentation in skills/*.md
180- Dependency requirements from dependency-graph.json
181- Common patterns from pattern-map.json
182
183---
184
185## Step 5: Enhancement - Add Advanced Features
186
187### Multi-Writer Support
188
189```
190I want to add multi-writer support to my database.
191The architect agent suggested 'autobase' for this.
192
193Can you:
1941. Read skills/autobase/skills.md
1952. Show me how to integrate autobase with my existing hypercore/hyperbee setup
1963. Implement a simple multi-writer example
197```
198
199### Platform Portability
200
201Check platform support:
202
203```
204I want to run this in the browser.
205Can you check platform-support.json to see:
206- Which of my dependencies support browsers?
207- What alternatives exist for ones that don't?
208- How to adapt my code for browser use?
209```
210
211---
212
213## Complete Example Workflow
214
215### Scenario: Building a P2P Chat App
216
217#### 1. Discovery Phase
218
219```bash
220# Human runs:
221node designer-agent.js "real-time P2P chat application"
222
223# Designer recommends:
224# Required: hyperswarm, hyperswarm-secret-stream
225# Optional: protomux, compact-encoding
226# Use case: real-time-messaging
227# Patterns: peer-discovery, streaming, cryptography
228```
229
230#### 2. Architecture Phase
231
232```bash
233# Human runs:
234node architect-agent.js hyperswarm hyperswarm-secret-stream protomux
235
236# Architect shows:
237# Foundation: hyperswarm
238# Integration: hyperswarm-secret-stream, protomux
239# Patterns: peer-discovery, dht-discovery, streaming
240# Dependencies: Shows how they connect
241```
242
243#### 3. AI Consultation
244
245**Human to AI:**
246```
247I want to build a P2P chat app. Here's what the agents recommended:
248[paste designer + architect output]
249
250Can you read:
251- skills/hyperswarm/skills.md
252- skills/hyperswarm-secret-stream/skills.md
253- skills/protomux/skills.md
254
255And create a simple chat app with:
2561. Peer discovery via DHT
2572. Encrypted connections
2583. Message broadcasting
259```
260
261#### 4. AI Implementation
262
263AI reads the skills.md files and generates:
264
265```javascript
266// chat-app.js
267const Hyperswarm = require('hyperswarm')
268const SecretStream = require('hyperswarm-secret-stream')
269const crypto = require('crypto')
270
271// [AI generates complete working code based on API docs]
272```
273
274#### 5. Iteration
275
276**Human to AI:**
277```
278Great! Now let's add:
279- Message history (use hypercore from dependency-graph.json)
280- User nicknames
281- Typing indicators
282
283Also check if there are any missing dependencies the architect warned about.
284```
285
286AI iterates on the code, adding features based on:
287- Additional API documentation
288- Dependency recommendations
289- Pattern implementations
290
291---
292
293## AI Assistant Capabilities with This Knowledge Base
294
295### What AI Can Do:
296
297✅ **Read Documentation**
298- All 529 skills.md files
299- 133 deep api-extract.json files
300- README content and code examples
301
302✅ **Analyze Architecture**
303- Parse dependency-graph.json to understand relationships
304- Explain pattern-map.json patterns
305- Recommend repos from semantic-categories.json
306
307✅ **Generate Code**
308- Use documented APIs from skills/*.md
309- Follow patterns from api-extract.json
310- Implement examples from README sections
311
312✅ **Debug Issues**
313- Cross-reference API usage with documentation
314- Check dependency compatibility
315- Suggest alternatives from use-case-map.json
316
317✅ **Plan Implementation**
318- Break down features into steps
319- Identify required vs optional dependencies
320- Suggest architectural layers
321
322### What AI Cannot Do (Human Needed):
323
324❌ Run the designer/architect agents (human runs these)
325❌ Test network conditions in real P2P environments
326❌ Make architectural decisions (AI advises, human decides)
327❌ Clone git submodules (human does this when needed)
328
329---
330
331## Tips for Effective Human + AI Collaboration
332
333### 1. **Start with Agents, Then AI**
334- Run designer-agent first to get recommendations
335- Run architect-agent to understand system design
336- Then bring AI in for implementation
337
338### 2. **Point AI to Specific Files**
339- "Read skills/hypercore/skills.md" is better than "tell me about hypercore"
340- AI has access to real, accurate API documentation
341
342### 3. **Share Context Progressively**
343- Start with designer/architect output
344- Add skills.md as needed
345- Include api-extract.json for deep dives
346- Reference dependency-graph.json for dependencies
347
348### 4. **Use AI for Code, Agents for Discovery**
349- Designer agent → discovers WHAT to use
350- Architect agent → designs HOW they fit together
351- AI assistant → implements the actual code
352
353### 5. **Iterate in Small Steps**
354- Get basic version working first
355- Add features incrementally
356- Test each addition before proceeding
357
358### 6. **Leverage the Full Knowledge Base**
359- 529 repos documented
360- 133 with deep API analysis
361- 11 use cases pre-defined
362- 10 patterns documented
363
364---
365
366## Common Workflows
367
368### Workflow A: "I know what I want to build"
369
370```
3711. Human: node designer-agent.js "my idea"
3722. Human: Review recommendations, pick repos
3733. Human: node architect-agent.js repo1 repo2 repo3
3744. Human to AI: "Here's the architecture, implement [feature]"
3755. AI: Generates code using skills/*.md
3766. Human: Tests, provides feedback
3777. AI: Iterates based on feedback
378```
379
380### Workflow B: "I have a use case in mind"
381
382```
3831. Human: node designer-agent.js --list-use-cases
3842. Human: node designer-agent.js --use-case distributed-database
3853. Human: node architect-agent.js --use-case distributed-database
3864. Human to AI: "Implement this use case with [specific requirements]"
3875. AI: Reads relevant skills.md files
3886. AI: Generates implementation
3897. Human + AI: Iterate and enhance
390```
391
392### Workflow C: "I want to explore patterns"
393
394```
3951. Human to AI: "Read pattern-map.json and explain the replication pattern"
3962. AI: Explains pattern, shows which repos implement it
3973. Human: node architect-agent.js [pattern repos]
3984. Human to AI: "Show me example code for this pattern"
3995. AI: Reads api-extract.json and skills.md
4006. AI: Generates pattern implementation
4017. Human: Adapts to specific use case
402```
403
404---
405
406## File Access Guide for AI
407
408When working with AI, these files are available:
409
410### High-Level Discovery
411- `repo_map.json` - All 529 repos with descriptions
412- `semantic-categories.json` - Repos organized by category
413- `use-case-map.json` - 11 use cases with repo recommendations
414- `stability-index.json` - Maturity and stability info
415
416### Architecture & Patterns
417- `dependency-graph.json` - Complete dependency relationships
418- `pattern-map.json` - 10 P2P patterns mapped to repos
419- `platform-support.json` - Platform compatibility
420
421### Deep Documentation (per repo)
422- `skills/{repo-name}/skills.md` - API docs, usage, examples (529 files)
423- `skills/{repo-name}/api-extract.json` - Structured API data (133 files)
424
425### Tools
426- `designer-agent.js` - Human runs, shares output with AI
427- `architect-agent.js` - Human runs, shares output with AI
428
429---
430
431## Example AI Prompts
432
433### Getting Started
434```
435I want to build [description].
436
437Run this command and tell me the results:
4381. What repos are recommended?
4392. Which are required vs optional?
4403. What patterns will I be using?
441
442Then let's plan the implementation together.
443```
444
445### Implementation
446```
447Based on the architect agent output, implement a basic version using:
448- Read skills/[repo1]/skills.md for API reference
449- Read skills/[repo2]/skills.md for API reference
450- Follow the architectural layers shown
451- Start with the Foundation layer repos first
452```
453
454### Debugging
455```
456I'm getting this error: [error]
457
458My code: [code]
459
460Can you:
4611. Check if I'm using the API correctly (skills/[repo]/skills.md)
4622. Verify my dependencies match dependency-graph.json
4633. See if I'm missing any patterns from pattern-map.json
464```
465
466### Enhancement
467```
468I want to add [feature] to my app.
469
470Can you:
4711. Check if any repos in use-case-map.json support this
4722. Read the relevant skills.md files
4733. Show how to integrate with my existing code
4744. Check for any new dependencies needed
475```
476
477---
478
479## Best Practices
480
481### ✅ Do:
482- Run designer/architect agents before asking AI to code
483- Point AI to specific skills.md files
484- Share architectural context from agents
485- Iterate in small, testable increments
486- Ask AI to explain patterns before implementing
487- Use dependency-graph.json to understand relationships
488
489### ❌ Don't:
490- Ask AI to implement without architectural context
491- Skip the discovery phase (designer agent)
492- Implement all features at once
493- Ignore stability warnings from stability-index.json
494- Forget to check platform-support.json for target platform
495- Assume AI knows holepunchto APIs without documentation
496
497---
498
499## Success Metrics
500
501You're on the right track when:
502
503✅ Designer agent matches your requirements to appropriate repos
504✅ Architect agent shows clear architectural layers
505✅ AI generates code that uses documented APIs correctly
506✅ You can iterate and add features incrementally
507✅ AI can debug issues by referencing documentation
508✅ Your app follows P2P patterns from pattern-map.json
509
510---
511
512## Getting Help
513
514### When Stuck:
515
5161. **Re-run architect agent** with different repo combinations
5172. **Ask AI to read** skills.md files for clarification
5183. **Check dependency-graph.json** for missing dependencies
5194. **Review pattern-map.json** to ensure you're using the right pattern
5205. **Look at api-extract.json** for 133 deeply analyzed repos
521
522### Common Issues:
523
524**"AI suggests wrong API"**
525→ Point AI to correct skills.md: "Read skills/hypercore/skills.md section on [topic]"
526
527**"Dependencies not working together"**
528→ Share dependency-graph.json: "Check if these repos are compatible"
529
530**"Don't know which repo to use"**
531→ Re-run designer-agent with clearer requirements
532
533**"Architecture seems off"**
534→ Run architect-agent with different repo combinations
535
536---
537
538## Next Steps
539
540After building your first app:
541
5421. **Contribute back** - Document your learnings
5432. **Explore patterns** - Try different P2P patterns
5443. **Build more** - Use different use cases
5454. **Optimize** - Check performance patterns in Phase 4 (when available)
546
547---
548
549## Summary
550
551The **Human + AI workflow** for building P2P apps:
552
5531. 🧑 **Human** describes requirements
5542. 🤖 **Designer Agent** recommends repos
5553. 🏗️ **Architect Agent** designs architecture
5564. 🤖 **AI Assistant** implements code using skills.md
5575. 🧑🤖 **Human + AI** iterate and enhance together
558
559This knowledge base provides **529 repos** of documentation, **133 deep API analyses**, **11 use cases**, and **10 patterns** - all accessible to both humans and AI assistants.
560
561**Start building P2P apps today!** 🚀
QUICK_START.md +283 -0
……@@ -0,0 +1,283 @@
1# Quick Start: Build P2P Apps with AI
2
3**Time to first app: ~15 minutes**
4
5---
6
7## Prerequisites
8
9- Node.js installed
10- This repository cloned
11- An AI assistant (Claude, ChatGPT, etc.) - optional but recommended
12
13---
14
15## 3-Step Process
16
17### Step 1: Discover (2 min)
18
19Tell the designer agent what you want to build:
20
21```bash
22node designer-agent.js "I want to build a distributed database"
23```
24
25**You get:**
26- ✅ Required repos (e.g., hypercore, hyperbee)
27- ✅ Optional repos (e.g., autobase, corestore)
28- ✅ Stability info
29- ✅ Use case match
30
31### Step 2: Design (2 min)
32
33Feed recommended repos to the architect agent:
34
35```bash
36node architect-agent.js hypercore hyperbee
37```
38
39**You get:**
40- ✅ Architectural layers
41- ✅ Dependencies between repos
42- ✅ P2P patterns you'll use
43- ✅ Missing dependency warnings
44
45### Step 3: Build (10+ min)
46
47**Option A: With AI Assistant**
48
49Share designer + architect output with your AI:
50
51```
52I want to build a distributed database. Here's what the agents recommended:
53
54[paste designer output]
55[paste architect output]
56
57Can you implement a basic version? Read these docs:
58- skills/hypercore/skills.md
59- skills/hyperbee/skills.md
60```
61
62AI generates working code using the documented APIs.
63
64**Option B: Without AI**
65
66Read the documentation yourself:
67
68```bash
69cat skills/hypercore/skills.md
70cat skills/hyperbee/skills.md
71```
72
73Implement using the API examples and code snippets.
74
75---
76
77## Example Session
78
79```bash
80# 1. What should I build with?
81$ node designer-agent.js "P2P file sharing"
82# Output: hypercore, hyperdrive, hyperswarm
83
84# 2. How do they fit together?
85$ node architect-agent.js hypercore hyperdrive hyperswarm
86# Output: Architecture with 3 layers, 8 patterns, integration points
87
88# 3. Show me the APIs
89$ cat skills/hypercore/skills.md
90$ cat skills/hyperdrive/skills.md
91$ cat skills/hyperswarm/skills.md
92
93# 4. Build it! (with or without AI assistance)
94```
95
96---
97
98## Available Use Cases
99
100Run this to see all pre-defined use cases:
101
102```bash
103node designer-agent.js --list-use-cases
104```
105
106**11 Use Cases:**
107- distributed-database
108- p2p-file-sharing
109- real-time-messaging
110- distributed-log
111- p2p-networking
112- multi-writer-collab
113- encrypted-storage
114- p2p-streaming
115- dht-application
116- bare-runtime-app
117- pear-application
118
119Pick one:
120
121```bash
122node designer-agent.js --use-case p2p-file-sharing
123node architect-agent.js --use-case p2p-file-sharing
124```
125
126---
127
128## Using with AI Assistants
129
130### Best Prompt Template
131
132```
133I want to build: [YOUR IDEA]
134
135Step 1 - Discovery:
136[paste: node designer-agent.js "YOUR IDEA" output]
137
138Step 2 - Architecture:
139[paste: node architect-agent.js [repos] output]
140
141Step 3 - Implementation:
142Please implement this using the API docs in:
143- skills/[repo1]/skills.md
144- skills/[repo2]/skills.md
145
146Start with a basic working version.
147```
148
149### AI Can Access
150
151- ✅ All 529 skills.md files (API docs)
152- ✅ 133 deep api-extract.json files (structured data)
153- ✅ dependency-graph.json (relationships)
154- ✅ pattern-map.json (P2P patterns)
155- ✅ All semantic mapping data
156
157### AI Cannot Do
158
159- ❌ Run the designer/architect agents (you do this)
160- ❌ Install npm packages (you do this)
161- ❌ Test your code (you do this)
162
163---
164
165## File Quick Reference
166
167### For Discovery
168- `designer-agent.js` - What repos to use?
169- `use-case-map.json` - 11 pre-defined use cases
170- `semantic-categories.json` - 529 repos categorized
171
172### For Architecture
173- `architect-agent.js` - How do repos fit together?
174- `dependency-graph.json` - Dependencies between all repos
175- `pattern-map.json` - 10 P2P patterns
176
177### For Implementation
178- `skills/{repo-name}/skills.md` - API docs for each repo (529 files)
179- `skills/{repo-name}/api-extract.json` - Structured API data (133 files)
180- `stability-index.json` - Which repos are production-ready?
181- `platform-support.json` - What platforms are supported?
182
183---
184
185## Tips
186
187✅ **DO:**
188- Start with designer-agent
189- Use architect-agent before coding
190- Read skills.md for APIs
191- Point AI to specific documentation files
192- Build incrementally
193
194❌ **DON'T:**
195- Skip the discovery phase
196- Implement everything at once
197- Guess at APIs (read skills.md instead)
198- Use unstable repos for production (check stability-index.json)
199
200---
201
202## Next Steps
203
2041. ✅ Run designer-agent with your idea
2052. ✅ Run architect-agent with recommendations
2063. ✅ Read skills.md for your repos
2074. ✅ Build your first P2P app!
208
209**For detailed workflows, see:** [AI_WORKFLOW_GUIDE.md](AI_WORKFLOW_GUIDE.md)
210
211---
212
213## Examples
214
215### "Hello World" - Distributed Database
216
217```bash
218# Discover
219node designer-agent.js "distributed database"
220# → hypercore, hyperbee
221
222# Design
223node architect-agent.js hypercore hyperbee
224# → 2 foundation repos, 6 patterns
225
226# Read docs
227cat skills/hypercore/skills.md
228cat skills/hyperbee/skills.md
229
230# Build (example code in skills.md files)
231```
232
233### P2P Chat
234
235```bash
236# Discover
237node designer-agent.js "real-time chat"
238# → hyperswarm, hyperswarm-secret-stream
239
240# Design
241node architect-agent.js hyperswarm hyperswarm-secret-stream
242
243# Read docs & build
244cat skills/hyperswarm/skills.md
245```
246
247### File Sharing
248
249```bash
250# Use pre-defined use case
251node designer-agent.js --use-case p2p-file-sharing
252node architect-agent.js --use-case p2p-file-sharing
253
254# Read docs
255cat skills/hypercore/skills.md
256cat skills/hyperdrive/skills.md
257cat skills/hyperswarm/skills.md
258```
259
260---
261
262## Getting Help
263
264**Problem:** "Don't know what to build"
265→ `node designer-agent.js --list-use-cases`
266
267**Problem:** "AI suggests wrong API"
268→ Point AI to: `skills/{repo}/skills.md`
269
270**Problem:** "Repos don't work together"
271→ Check: `dependency-graph.json`
272
273**Problem:** "Code doesn't work"
274→ Check API examples in `skills.md` files
275
276**Problem:** "Which repo is stable?"
277→ Check: `stability-index.json`
278
279---
280
281**Ready? Start with:** `node designer-agent.js "YOUR IDEA HERE"`
282
283🚀 Happy building!
README.md +132 -22
……@@ -12,8 +12,41 @@ This repository provides:
1212- **P2P pattern detection** across the ecosystem
1313- **Runtime classification** (bare, pear, node, universal)
1414- **Maturity metrics** (stars, activity, status)
15- **Designer & Architect sub-agents** for guided P2P app development
1516
16## Quick Start
17## 🚀 Getting Started
18
19### New to Building P2P Apps?
20
21**→ Start here: [QUICK_START.md](QUICK_START.md)** (5 minutes)
22
23Learn how to use the designer and architect agents to build your first P2P application.
24
25### Want to Build with AI?
26
27**→ See: [AI_WORKFLOW_GUIDE.md](AI_WORKFLOW_GUIDE.md)** (Complete workflow)
28
29Detailed guide on collaborating with AI assistants (Claude, ChatGPT, etc.) to build P2P applications using this knowledge base.
30
31### Example: Build a Distributed Database
32
33```bash
34# 1. Discover what repos to use
35node designer-agent.js "distributed database"
36# → Recommends: hypercore, hyperbee
37
38# 2. Design the architecture
39node architect-agent.js hypercore hyperbee
40# → Shows: layers, patterns, dependencies
41
42# 3. Read the API docs
43cat skills/hypercore/skills.md
44cat skills/hyperbee/skills.md
45
46# 4. Build! (with or without AI assistance)
47```
48
49## Installation
1750
1851### Clone Without Submodules (Lightweight)
1952
……@@ -82,8 +115,18 @@ git submodule update --init pear-docs
82115├── repo_map.json # All 529 repos with metadata
83116├── tiers.json # Analysis tier definitions
84117│
118├── semantic-categories.json # 529 repos categorized by function
119├── use-case-map.json # 11 P2P use cases with repo recommendations
120├── pattern-map.json # 10 P2P patterns mapped to repos
121├── platform-support.json # Platform compatibility matrix
122├── stability-index.json # Maturity and stability classification
123│
124├── designer-agent.js # CLI tool: requirements → repo recommendations
125├── architect-agent.js # CLI tool: repos → system architecture
126│
85127├── process_repos.js # Phase 1A automation script
86128├── clone_and_analyze_tier.js # Phase 1B automation script
129├── build_semantic_maps.js # Phase 2 automation script
87130│
88131└── docs/ # Project documentation
89132 ├── PEAR_DOCS_DEEP_DIVE.md
……@@ -193,17 +236,20 @@ The 12 core repositories have enhanced documentation with:
193236- Dependency graph: 100% coverage with deduplicated reverse deps
194237- Skills documentation: 529 repos documented
195238
196### ✅ Phase 1B: Deep Code Analysis (Tier 1 & 2 Complete)
197- Cloned and analyzed 12 core repos (Tier 1 & 2)
239### ✅ Phase 1B: Deep Code Analysis (Selective - Complete)
240- Cloned and analyzed 133 repos (selective strategy)
198241- Extracted API surfaces from code
199242- Detected P2P patterns
200243- Enhanced skills.md with usage examples
201244- Generated api-extract.json for structured API data
202245
203246**Coverage**:
204- Building blocks: 6/6 (100%) ✅
205- Helpers: 6/6 (100%) ✅
206- Disk usage: ~16MB for 12 repos
247- Tier 1 (Building blocks): 6/6 (100%) ✅
248- Tier 2 (Helpers): 6/6 (100%) ✅
249- Tier 3 (Top 50 popular): 45/50 (90%) ✅
250- Tier 4 (Selective 150): 76/150 (51%) ✅
251- Total: 133/529 repos (25.1%)
252- Disk usage: ~116MB for 213 submodules
207253
208254**Patterns Detected**:
209255- append-only-log (8 repos)
……@@ -214,25 +260,73 @@ The 12 core repositories have enhanced documentation with:
214260- binary-encoding (5 repos)
215261- stream-multiplexing (4 repos)
216262- dht-discovery (2 repos)
217
218### 🔄 Phase 2: Semantic Mapping (Next)
219- Create semantic-categories.json mapping all 529 repos
220- Build use-case-map.json for Designer sub-agent
221- Build pattern-map.json for Architect sub-agent
222- Create platform-support.json
223- Create stability-index.json
224- Build interoperability matrix
263- b-tree-index
264- file-system
265
266### ✅ Phase 2: Semantic Mapping (Complete)
267- Created semantic-categories.json mapping all 529 repos
268- Built use-case-map.json with 11 P2P use cases
269- Built pattern-map.json with 10 P2P patterns
270- Created platform-support.json
271- Created stability-index.json
272
273**Results**:
274- 529 repos categorized into 7 categories
275- 11 use cases defined (distributed-database, p2p-file-sharing, etc.)
276- 10 P2P patterns mapped
277- 48 stable/production-ready repos identified
278- Platform compatibility for all 529 repos
279
280### ✅ Phase 3: Sub-Agent Development (Complete)
281- Built Designer sub-agent (requirements → repo recommendations)
282- Built Architect sub-agent (repos → system architecture)
283- Both agents tested and functional
284
285**Features**:
286- Designer: Natural language query matching to 11 use cases
287- Architect: 4-layer architecture design with pattern detection
288- Full integration with all semantic mapping data
289- CLI tools ready for production use
225290
226291### 🔮 Future Phases
227- Designer sub-agent development
228- Architect sub-agent development
229292- Pattern library creation
230293- Testing & validation sub-agent
231294- Security & key management sub-agent
295- Performance & optimization guidance
232296- Deployment & operations sub-agent
297- Code template/scaffolding generator
233298
234299## Usage
235300
301### Building P2P Apps (Recommended)
302
303Use the designer and architect agents for guided development:
304
305```bash
306# Step 1: Get repo recommendations for your use case
307node designer-agent.js "I want to build a distributed database"
308# → Shows: required repos, optional repos, patterns, stability info
309
310# Step 2: Design system architecture
311node architect-agent.js hypercore hyperbee
312# → Shows: layers, dependencies, integration points, recommendations
313
314# Step 3: Read API documentation
315cat skills/hypercore/skills.md
316cat skills/hyperbee/skills.md
317
318# Step 4: Build! (optionally with AI assistance - see AI_WORKFLOW_GUIDE.md)
319```
320
321**Available use cases:**
322```bash
323node designer-agent.js --list-use-cases
324# Shows: distributed-database, p2p-file-sharing, real-time-messaging,
325# distributed-log, p2p-networking, multi-writer-collab,
326# encrypted-storage, p2p-streaming, dht-application,
327# bare-runtime-app, pear-application
328```
329
236330### Exploring the Ecosystem
237331
238332```bash
……@@ -247,6 +341,12 @@ jq '.[] | select(.stars > 100)' maturity-index.json
247341
248342# Get reverse dependencies for a package
249343jq '.hypercore.reverseDependencies' dependency-graph.json
344
345# Check which repos implement a pattern
346jq '.patterns["append-only-log"].implementedBy' pattern-map.json
347
348# See all repos in a category
349jq 'to_entries[] | select(.value.category == "Building Blocks")' semantic-categories.json
250350```
251351
252352### Reading Skills Documentation
……@@ -279,12 +379,15 @@ git submodule deinit repos/tier1/hypercore
279379
280380- **Total repos analyzed**: 529
281381- **Skills.md files**: 529
282- **Deep analysis**: 12 repos (tier 1 & 2)
283- **API extract files**: 12
284- **Patterns detected**: 8 types
285- **Runtime detection**: 49.5% success rate
382- **Deep analysis**: 133 repos (tiers 1-4 selective)
383- **API extract files**: 133
384- **Patterns detected**: 10 types
385- **Use cases defined**: 11
386- **Semantic categories**: 7
387- **Stable repos identified**: 48
388- **Runtime detection**: 49.5% success rate (262/529)
286389- **Disk usage (without submodules)**: ~5MB
287- **Disk usage (with submodules)**: ~20MB
390- **Disk usage (with all 213 submodules)**: ~121MB
288391
289392## Development
290393
……@@ -336,6 +439,12 @@ This analysis project is for educational and reference purposes. Individual repo
336439
337440## Resources
338441
442### Documentation
443- [QUICK_START.md](QUICK_START.md) - Get started building P2P apps (5 minutes)
444- [AI_WORKFLOW_GUIDE.md](AI_WORKFLOW_GUIDE.md) - Build with AI assistance (complete guide)
445- [PHASE_3_COMPLETE.md](PHASE_3_COMPLETE.md) - Sub-agent documentation
446
447### External Links
339448- [Holepunchto GitHub Organization](https://github.com/holepunchto)
340449- [Official Pear Documentation](https://github.com/holepunchto/pear-docs)
341450- [Hypercore Protocol](https://hypercore-protocol.org/)
……@@ -352,4 +461,5 @@ Built with:
352461---
353462
354463**Generated**: 2026-01-16
355**Status**: Phase 1A & 1B (Tier 1 & 2) Complete, Phase 2 Ready
464**Status**: Phases 1-3 Complete - Designer & Architect agents ready for production use
465**Next**: Phase 4 - Additional skills development (testing, security, performance, etc.)