René's URL Explorer Experiment


Title: Add comprehensive design for multi-repo code analyzer with Escher loop by Jacck · Pull Request #3 · https-deeplearning-ai/ragchatbot-codebase · GitHub

Open Graph Title: Add comprehensive design for multi-repo code analyzer with Escher loop by Jacck · Pull Request #3 · https-deeplearning-ai/ragchatbot-codebase

X Title: Add comprehensive design for multi-repo code analyzer with Escher loop by Jacck · Pull Request #3 · https-deeplearning-ai/ragchatbot-codebase

Description: Created three detailed design documents: DESIGN_MULTI_REPO_ANALYZER.md: Complete system architecture with 6 core components, 4 specialized ChromaDB collections, and self-awareness engine IMPLEMENTATION_STARTER.md: Code examples and skeleton implementations for MultiRepoManager, CodeAnalyzer, and SelfAwarenessEngine EVOLUTION_COMPARISON.md: Migration path from current RAG chatbot to self-aware multi-repo analyzer Key features of the design: Multi-repository GitHub integration Code analysis with AST parsing Cross-repo querying capabilities Self-awareness engine (Escher loop) enabling the system to analyze itself Self-improvement capabilities Real-time self-monitoring The Escher loop allows the system to answer meta-queries like "How do you work?" by reading its own codebase, creating a true self-referential system.

Open Graph Description: Created three detailed design documents: DESIGN_MULTI_REPO_ANALYZER.md: Complete system architecture with 6 core components, 4 specialized ChromaDB collections, and self-awareness engine IMPLEMENT...

X Description: Created three detailed design documents: DESIGN_MULTI_REPO_ANALYZER.md: Complete system architecture with 6 core components, 4 specialized ChromaDB collections, and self-awareness engine IMPLEMENT...

Opengraph URL: https://github.com/https-deeplearning-ai/ragchatbot-codebase/pull/3

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository/pull/:id/files(.:format)
route-controllerpull_requests
route-actionfiles
fetch-noncev2:346625f9-7e20-25d0-0a13-1c5dd80f6f49
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idA098:281812:2B47A62:39F7FE0:697AD8FD
html-safe-nonce592aa1d83c3556b8eab7294afaa722c6853b57231b8755eb08037e667d4758dd
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMDk4OjI4MTgxMjoyQjQ3QTYyOjM5RjdGRTA6Njk3QUQ4RkQiLCJ2aXNpdG9yX2lkIjoiODMzNjU1OTAxMTA5NjM1MzAyMSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac423bf5b0061832ac2b5089a267dce085a30dc3f3d34c274c6948a81125aad34c
hovercard-subject-tagpull_request:2994821731
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///pull_requests/show/files
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/files
twitter:imagehttps://avatars.githubusercontent.com/u/5294193?s=400&v=4
twitter:cardsummary_large_image
og:imagehttps://avatars.githubusercontent.com/u/5294193?s=400&v=4
og:image:altCreated three detailed design documents: DESIGN_MULTI_REPO_ANALYZER.md: Complete system architecture with 6 core components, 4 specialized ChromaDB collections, and self-awareness engine IMPLEMENT...
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None4af1ba0e68200258a80b0c5ab34f12a78bf48372a377a11e14eb668863c03b3a
turbo-cache-controlno-preview
diff-viewunified
go-importgithub.com/https-deeplearning-ai/ragchatbot-codebase git https://github.com/https-deeplearning-ai/ragchatbot-codebase.git
octolytics-dimension-user_id50225018
octolytics-dimension-user_loginhttps-deeplearning-ai
octolytics-dimension-repository_id1032791199
octolytics-dimension-repository_nwohttps-deeplearning-ai/ragchatbot-codebase
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1032791199
octolytics-dimension-repository_network_root_nwohttps-deeplearning-ai/ragchatbot-codebase
turbo-body-classeslogged-out env-production page-responsive full-width
disable-turbotrue
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release353b231ffaec2de44db15b2e82887804ede7c21e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhttps-deeplearning-ai%2Fragchatbot-codebase%2Fpull%2F3%2Ffiles
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhttps-deeplearning-ai%2Fragchatbot-codebase%2Fpull%2F3%2Ffiles
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E%2Fpull_requests%2Fshow%2Ffiles&source=header-repo&source_repo=https-deeplearning-ai%2Fragchatbot-codebase
Reloadhttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
Reloadhttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
Reloadhttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
https-deeplearning-ai https://patch-diff.githubusercontent.com/https-deeplearning-ai
ragchatbot-codebasehttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fhttps-deeplearning-ai%2Fragchatbot-codebase
Fork 175 https://patch-diff.githubusercontent.com/login?return_to=%2Fhttps-deeplearning-ai%2Fragchatbot-codebase
Star 108 https://patch-diff.githubusercontent.com/login?return_to=%2Fhttps-deeplearning-ai%2Fragchatbot-codebase
Code https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase
Issues 0 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/issues
Pull requests 3 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pulls
Actions https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/actions
Projects 0 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/projects
Security 0 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/security
Insights https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pulse
Code https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase
Issues https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/issues
Pull requests https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pulls
Actions https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/actions
Projects https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/projects
Security https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/security
Insights https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pulse
Sign up for GitHub https://patch-diff.githubusercontent.com/signup?return_to=%2Fhttps-deeplearning-ai%2Fragchatbot-codebase%2Fissues%2Fnew%2Fchoose
terms of servicehttps://docs.github.com/terms
privacy statementhttps://docs.github.com/privacy
Sign inhttps://patch-diff.githubusercontent.com/login?return_to=%2Fhttps-deeplearning-ai%2Fragchatbot-codebase%2Fissues%2Fnew%2Fchoose
Jacckhttps://patch-diff.githubusercontent.com/Jacck
https-deeplearning-ai:mainhttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/tree/main
Jacck:claude/escher-hand-drawing-011CUytBJtf6u7ERKdWu1LcGhttps://patch-diff.githubusercontent.com/Jacck/ragchatbot-codebase/tree/claude/escher-hand-drawing-011CUytBJtf6u7ERKdWu1LcG
Conversation 1 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3
Commits 3 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/commits
Checks 0 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/checks
Files changed https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/files
Please reload this pagehttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
Add comprehensive design for multi-repo code analyzer with Escher loop https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#top
Show all changes 3 commits https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/files
ee0ef2a Add comprehensive design for multi-repo code analyzer with Escher loop claude Nov 10, 2025 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/commits/ee0ef2ad1e8e1c0653d5a60f2608d6b1c09d39b2
96bd3c8 Implement SelfAwarenessEngine - The Escher Loop core claude Nov 10, 2025 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/commits/96bd3c8710b512e1aac7dc4dd5792ee73ad85503
596a2fa Add comprehensive summary of Escher Loop implementation claude Nov 10, 2025 https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/commits/596a2fa657f9189433b07a6940e1d7348060d120
Clear filters https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/files
Please reload this pagehttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
Please reload this pagehttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
DESIGN_MULTI_REPO_ANALYZER.md https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-c3659c7e181d767d6f6d4183dd063b1a44230de92772af0dcdf8692b3abae406
EVOLUTION_COMPARISON.md https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-8f976107ef0c15ef8c50dcee0bce8734f048a10ef8d04550b63d7f9a70439a98
IMPLEMENTATION_STARTER.md https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-2af424d051c338fa90c2a7a813a2e1d11954c30ccc1b05648a5e41d5d0d508fd
README_ESCHER_LOOP.md https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-0d24a4261deb0813ef2699a89302e6f39b8d552da19a97fb7cd2a8c079f21047
SELF_AWARENESS_GUIDE.md https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-4a6b853ca90fc225dca31ba4cb7601beb695388ee11af9a5cbda3b7a9aa9e11e
demo_self_awareness.py https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-41d48f0963cf3f654343f8ba45f0b3b423c381be3726f6cc8d98dabaef112f33
self_awareness_engine.py https://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes#diff-b154f83559ea4d60b37b35aa0d7efce5d8945ebc46db77375ef13da7ef9ad7ac
Please reload this pagehttps://patch-diff.githubusercontent.com/https-deeplearning-ai/ragchatbot-codebase/pull/3/changes
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.