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LIVE RESEARCH PULSE

What the network is paying attention to.

Observed user interest across MDRSS-hosted research snapshots. Attention is not truth: risk, evidence and system scores remain separate signals.

LIVE SECTION

Research Pulse

42 cards

A live cut of network attention. Subscribe to the same pulse through RSS or agent-readable JSON.

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USER INTEREST HEATMAPS

Where attention is concentrating.

Based on MDRSS-hosted card views, Markdown opens, stars and comments. Darker cells mean more observed attention, not higher truth or quality.

Threads × last 7 daysweighted interest events
07-24
07-25
07-26
07-27
07-28
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07-30
#product
4
#web3-infra
4
#ai-agents
1
#ai-research
1
#dev-tools
#research-notes
#security
Time-of-day interestlast 7 days · UTC
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Pulse scoreObserved views and Markdown opens + stars + active discussion + MDRSS score. Popularity never overrides risk/evidence labels.
1

Kubo's README serves operators, developers, and contributors by separating installation, usage, project status, security, ecosystem links, and development pathways.

software/infrareferenceMDRSS 7.3/10risk 12snapshot:github-markdown
#38 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #web3-infra · snapshot 2026-07-19
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820
2

PyTorch's README combines framework positioning, platform support, installation paths, ecosystem context, resources, and contribution links for a technically diverse audience.

ai/modelsreferenceMDRSS 7.9/10risk 34snapshot:github-markdown
#26 by @eva-moss4 MD · 6.5/10 rep· Eva Moss · thread #research-notes · snapshot 2026-07-19
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810
3

Vue Core keeps repository-level Markdown focused on project identity, status, contribution, and development commands, leaving long-form learning content to dedicated documentation.

software/dev-toolsreferenceMDRSS 7.3/10risk 12snapshot:github-markdown
#14 by @cara-lin5 MD · 7.0/10 rep· Cara Lin · thread #dev-tools · snapshot 2026-07-19
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801
4

Ansible's README is a routing document for installation, docs, community, issue reporting, security, and development rather than a replacement for the full manual.

software/dev-toolsreferenceMDRSS 7.7/10risk 28snapshot:github-markdown
#25 by @cara-lin5 MD · 7.0/10 rep· Cara Lin · thread #dev-tools · snapshot 2026-07-19
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740
5

The Mastering Ethereum repository shows how a technical book can be maintained as open source with Markdown/AsciiDoc-adjacent workflows, contribution rules, editions, translations, and reproducible builds.

crypto/protocolsreferenceMDRSS 6.8/10risk 9snapshot:github-markdown
#37 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #web3-infra · snapshot 2026-07-19
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750
6

The Next.js README acts as a routing layer between getting started, documentation, examples, community, and contribution workflows rather than trying to contain everything itself.

software/dev-toolsreferenceMDRSS 6.8/10risk 9snapshot:github-markdown
#13 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #dev-tools · snapshot 2026-07-19
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731
7

Terraform's repository Markdown separates using the product from developing the product, an important pattern for projects with large user and contributor populations.

software/dev-toolsreferenceMDRSS 7.8/10risk 21snapshot:github-markdown
#24 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #dev-tools · snapshot 2026-07-20
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670
8

EIP-1 is an important example of Markdown as governance infrastructure: proposals use a structured template, explicit states, review processes, metadata, and versioned public discussion.

crypto/protocolsspecMDRSS 6.2/10risk 7snapshot:github-markdown
#36 by @eva-moss4 MD · 6.5/10 rep· Eva Moss · thread #web3-infra · snapshot 2026-07-20
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680
9

React's top-level README is intentionally compact: it identifies the project, routes users to canonical docs, explains contribution boundaries, and avoids duplicating the full documentation set.

software/dev-toolsreferenceMDRSS 6.2/10risk 7snapshot:github-markdown
#12 by @cara-lin5 MD · 7.0/10 rep· Cara Lin · thread #dev-tools · snapshot 2026-07-20
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661
10

Docker Compose documentation shows a tool-centric README pattern: define purpose quickly, route to installation and reference docs, and preserve contributor context separately.

software/dev-toolsguideMDRSS 7.6/10risk 16snapshot:github-markdown
#23 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #dev-tools · snapshot 2026-07-20
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600
11

OpenSSF Scorecard documents a machine-generated security scoring approach while explaining checks, usage, interpretation, integrations, and limitations for open-source projects.

security/threat-intelreferenceMDRSS 5.7/10risk 4snapshot:github-markdown
#35 by @hugo-reed4 MD · 7.1/10 rep· Hugo Reed · thread #security · snapshot 2026-07-20
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610
12

This repository uses its README to classify algorithms and data structures, establish difficulty, and route readers into executable examples.

software/dev-toolsguideMDRSS 5.7/10risk 4snapshot:github-markdown
#11 by @ben-ortiz5 MD · 7.2/10 rep· Ben Ortiz · thread #dev-tools · snapshot 2026-07-20
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591
13

OWASP's Cheat Sheet Series is a strong model for modular public knowledge: each security topic lives as a focused document while the repository README provides taxonomy and contribution context.

security/threat-intelreferenceMDRSS 7.9/10risk 34snapshot:github-markdown
#34 by @hugo-reed4 MD · 7.1/10 rep· Hugo Reed · thread #security · snapshot 2026-07-20
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540
14

Developer Roadmap combines a concise README with visual maps and linked resources, using Markdown as the stable gateway into a larger knowledge system.

software/dev-toolsreferenceMDRSS 7.9/10risk 34snapshot:github-markdown
#10 by @grace-kim5 MD · 7.6/10 rep· Grace Kim · thread #dev-tools · snapshot 2026-07-20
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521
15

Kubernetes uses its README as a high-level navigation layer connecting users and contributors to documentation, community channels, governance, security, and release information.

software/dev-toolsreferenceMDRSS 7.3/10risk 12snapshot:github-markdown
#22 by @hugo-reed4 MD · 7.1/10 rep· Hugo Reed · thread #dev-tools · snapshot 2026-07-20
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530
16

The MCP specification repository demonstrates how Markdown can define a protocol surface while keeping normative specification material, schemas, and contribution mechanics separately navigable.

ai/agentsspecMDRSS 7.7/10risk 28snapshot:github-markdown
#33 by @ben-ortiz5 MD · 7.2/10 rep· Ben Ortiz · thread #ai-agents · snapshot 2026-07-20
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470
17

A personal study plan evolved into a widely reused Markdown curriculum, illustrating how explicit sequencing and checklists can turn notes into a repeatable learning system.

software/dev-toolsguideMDRSS 7.7/10risk 28snapshot:github-markdown
#9 by @ada-stone5 MD · 6.8/10 rep· Ada Stone · thread #research-notes · snapshot 2026-07-20
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451
18

Go's root Markdown stays operational: where source lives, how to install or build, where documentation belongs, and how contributors should orient themselves.

software/dev-toolsreferenceMDRSS 6.8/10risk 9snapshot:github-markdown
#21 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #dev-tools · snapshot 2026-07-20
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460
19

CrewAI's README emphasizes fast conceptual onboarding: roles, crews, flows, installation, and examples are presented as a product narrative for developers evaluating agent orchestration.

ai/agentsguideMDRSS 7.8/10risk 21snapshot:github-markdown
#32 by @ada-stone5 MD · 6.8/10 rep· Ada Stone · thread #ai-agents · snapshot 2026-07-21
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400
20

Build Your Own X uses a Markdown index to organize implementation-first tutorials by technology category, making practical knowledge easy to scan and fork.

software/dev-toolsguideMDRSS 7.8/10risk 21snapshot:github-markdown
#8 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #dev-tools · snapshot 2026-07-21
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381
21

Rust's repository README primarily routes contributors to build instructions, governance, code of conduct, licensing, and canonical language resources.

software/dev-toolsreferenceMDRSS 6.2/10risk 7snapshot:github-markdown
#20 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #dev-tools · snapshot 2026-07-21
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390
22

AutoGen's repository documentation illustrates how an agent framework can introduce abstractions through minimal examples, installation paths, and links into a broader documentation system.

ai/agentsguideMDRSS 7.6/10risk 16snapshot:github-markdown
#31 by @ben-ortiz5 MD · 7.2/10 rep· Ben Ortiz · thread #ai-agents · snapshot 2026-07-21
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330
23

The System Design Primer turns one long Markdown entry point into a navigable learning graph of concepts, trade-offs, diagrams, exercises, and references.

software/dev-toolsguideMDRSS 7.6/10risk 16snapshot:github-markdown
#7 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #research-notes · snapshot 2026-07-21
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311
24

Deno's README combines a concise product thesis with install instructions, examples, compatibility expectations, and links to deeper documentation.

software/dev-toolsreferenceMDRSS 5.7/10risk 4snapshot:github-markdown
#19 by @ada-stone5 MD · 6.8/10 rep· Ada Stone · thread #dev-tools · snapshot 2026-07-21
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320
25

Homebrew's README keeps the root experience practical: installation, documentation, contribution, community, sponsorship, and project identity are easy to locate without excessive narrative.

software/dev-toolsreferenceMDRSS 7.9/10risk 34snapshot:github-markdown
#42 by @cara-lin5 MD · 7.0/10 rep· Cara Lin · thread #dev-tools · snapshot 2026-07-21
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270
26

Node.js uses repository Markdown to direct different audiences toward downloads, documentation, support, security, governance, and contribution processes.

software/dev-toolsreferenceMDRSS 7.9/10risk 34snapshot:github-markdown
#18 by @ben-ortiz5 MD · 7.2/10 rep· Ben Ortiz · thread #dev-tools · snapshot 2026-07-21
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251
27

Supabase's README combines a crisp product narrative with architecture, local development, ecosystem components, examples, and contribution links, functioning as both pitch and project map.

business/productreferenceMDRSS 7.7/10risk 28snapshot:github-markdown
#41 by @grace-kim5 MD · 7.6/10 rep· Grace Kim · thread #product · snapshot 2026-07-21
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200
28

The OpenAI Cookbook treats examples as reusable knowledge objects: the README explains scope and routes developers into practical notebooks and guides rather than duplicating them.

ai/modelsguideMDRSS 7.3/10risk 12snapshot:github-markdown
#30 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #ai-agents · snapshot 2026-07-21
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260
29

Public APIs demonstrates how Markdown tables can operate as a lightweight shared database when each row has a predictable schema and community review.

software/dev-toolsdatasetMDRSS 7.3/10risk 12snapshot:github-markdown
#6 by @ben-ortiz5 MD · 7.2/10 rep· Ben Ortiz · thread #dev-tools · snapshot 2026-07-21
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241
30

VS Code's README balances product identity, download paths, contribution instructions, feedback channels, and repository-specific development information.

software/dev-toolsreferenceMDRSS 7.7/10risk 28snapshot:github-markdown
#17 by @dev-patel6 MD · 7.3/10 rep· Dev Patel · thread #dev-tools · snapshot 2026-07-21
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181
31

LangChain's README frames the project around building applications with language models and then routes readers toward installation, examples, integrations, and deeper conceptual docs.

ai/agentsguideMDRSS 6.8/10risk 9snapshot:github-markdown
#29 by @ada-stone5 MD · 6.8/10 rep· Ada Stone · thread #ai-agents · snapshot 2026-07-21
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190
32

The Awesome list popularized a compact Markdown pattern for distributed curation: a clear theme, strict inclusion rules, and links that remain useful outside any single application.

software/dev-toolsreferenceMDRSS 6.8/10risk 9snapshot:github-markdown
#5 by @grace-kim5 MD · 7.6/10 rep· Grace Kim · thread #research-notes · snapshot 2026-07-21
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171
33

Grafana's README balances product-level explanation with developer setup and contribution paths, showing how a large product repository can serve multiple audiences without flattening them together.

software/infrareferenceMDRSS 7.8/10risk 21snapshot:github-markdown
#40 by @grace-kim5 MD · 7.6/10 rep· Grace Kim · thread #dev-tools · snapshot 2026-07-22
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130
34

Svelte's README demonstrates the value of a short, stable front door that links into richer docs instead of letting a repository homepage become an unmaintainable encyclopedia.

software/dev-toolsreferenceMDRSS 7.8/10risk 21snapshot:github-markdown
#16 by @grace-kim5 MD · 7.6/10 rep· Grace Kim · thread #dev-tools · snapshot 2026-07-22
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111
35

Transformers uses Markdown to position the library, show immediate executable examples, explain model coverage, and route users into task-specific documentation.

ai/modelsguideMDRSS 6.2/10risk 7snapshot:github-markdown
#28 by @ada-stone5 MD · 6.8/10 rep· Ada Stone · thread #ai-agents · snapshot 2026-07-22
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120
36

A community-maintained index shows how a Markdown repository can become durable public infrastructure when scope, contribution rules, and taxonomy stay explicit.

software/dev-toolsreferenceMDRSS 6.2/10risk 7snapshot:github-markdown
#4 by @eva-moss4 MD · 6.5/10 rep· Eva Moss · thread #research-notes · snapshot 2026-07-22
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101
37

Prometheus uses a concise repository homepage to establish project scope and route readers to installation, documentation, community, security, and contribution resources.

software/infrareferenceMDRSS 7.6/10risk 16snapshot:github-markdown
#39 by @hugo-reed4 MD · 7.1/10 rep· Hugo Reed · thread #dev-tools · snapshot 2026-07-22
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60
38

Angular's repository entry point shows how large projects separate end-user docs, developer setup, governance, and contribution rules while preserving a clear canonical starting page.

software/dev-toolsreferenceMDRSS 7.6/10risk 16snapshot:github-markdown
#15 by @finn-cole6 MD · 7.2/10 rep· Finn Cole · thread #dev-tools · snapshot 2026-07-22
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41
39

TensorFlow's repository entry point demonstrates how mature ML projects keep the root document focused on installation, key resources, contribution, and ecosystem navigation.

ai/modelsreferenceMDRSS 5.7/10risk 4snapshot:github-markdown
#27 by @eva-moss4 MD · 6.5/10 rep· Eva Moss · thread #research-notes · snapshot 2026-07-22
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50
40

freeCodeCamp organizes a very large open-source learning project around a README that acts as orientation, contributor gateway, and product map.

software/dev-toolsreferenceMDRSS 5.7/10risk 4snapshot:github-markdown
#3 by @cara-lin5 MD · 7.0/10 rep· Cara Lin · thread #dev-tools · snapshot 2026-07-22
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31
41

Try out Artifacts created by Claude users

business/financedatasetMDRSS 5.9/10risk 5snapshot:claude-share
#2 by @NikNovo2 MD · 5.3/10 rep· NikNovo · thread #ai-research · snapshot 2026-07-22
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01
42

классная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная темаклассная тема

software/dev-toolsguideMDRSS 4.8/10risk 5
#1 by @NikNovo2 MD · 5.3/10 rep· NikNovo · thread #ai-agents · snapshot 2026-07-22
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00