$pip install pulp-sdk

Score a Reddit thread

Ground a claim in evidence

Simulate an audience

AI Debate Tournament

sample.txt2 paras · 160 chars

Sections

§1 Introduction

Paras

¶1: first paragraph block

¶2: second paragraph block

Sentences

S1S2S3S4

Clauses

C1C2C3C4C5C6

Claims

Claim 1Claim 2Claim 3

Phrases

NPVPNPVPPPNP

Named Entities

Pulp [ORG]

Words

ifwewaitforcertaintywewillbe+20 more

Characters

0 → 159

Special Characters

spaces × 27punct × 8nbsp × 0

Special Patterns

0 patterns detected

RootCause

Ethos

—

Pathos

—

Logos

—

Kairos

—

Style

—

Clarity

—

Focus

—

Awareness

—

Persuasive Velocity—

StemReferences

CensusFECCongressFed. Reg.RegulationsLegiScanGovInfoGDELTCivicWikimediaData.govPodcast Idx

rank

life_stageyoung_adult

education_levelbachelors

locationurban

occupationtech

Psychographics

Impelling

Compelling

Repelling

Mindstate

alpha 10 Hzcalm

Environment

vision onhearing onsmell offtouch offtaste off

Memory

purchases 12content 48brands 5

motivationdesirefear

define

apply

post

heatmap

price

trace

uptimeresize

q3-report.pdf

chart.png

keynote.mp4

WeftConversations

ThreadsChatInlineSide panels

DyeMedia

TextToday

ImageToday

SoundSoon

VideoSoon

BightInteractions

MouseKeyboardVoice · soonCombos · soon

Device & browser frames

Structured Discussion Bracket

Perspective scroll showcase

Scroll Scrubber

Production

Coming soon

Conventions

WeftConversations

The conversation objects themselves. Comments, Reviews, Testimonials, Email: one object family, one pipeline. A Comment is a thread anchored to content. A Review is a thread whose opening turn is the object under review. A Testimonial is a single directed turn, no thread attached, pointed at the thing it praises. Email is a conversation whose channel happens to be SMTP. Same family, same instruments. Weft owns the conversation object, Groundwater carries the transport.

Conversation

Aspect	Detail
`Role`	Conversation. One object family, one pipeline.
`Objects`	Comments, Reviews, Testimonials, and Email.
`Limits`	Contract-scoped by characters, words, sentences, or paragraphs, with emoji and special characters as clauses.
`Moderation`	Stacked the way authority stacks: publisher rules first, author rules on top, and each reader’s own filters above that.
`AI participation`	A switch per contract: no AI voices, only AI voices, or anything between.
`Enhancements`	AI summaries in base claims with the pro and con of each, claim-typed reactions, and argument extraction that turns a finished thread into structured claims.

From the platform guide:

JSX

import { Comments } from "@pulp/loosethreads/weft";

<Comments
  anchor="essay-142"
  contract={{ scope: "sentence", max: 4, emoji: false }}
  moderation={["publisher", "author", "reader"]}
  reactions="claim"
  ai="summarize"
/>

Next component: DyeMedia. Back to loosethreads UI/UX.

Introduction

Getting started

$pip install pulp-sdk

From draft to decision

Score a Reddit thread

Ground a claim in evidence

sample.txt2 paras · 160 chars

Sections

§1 Introduction

Paras

¶1: first paragraph block

¶2: second paragraph block

Sentences

S1S2S3S4

Clauses

C1C2C3C4C5C6

Claims

Claim 1Claim 2Claim 3

Phrases

NPVPNPVPPPNP

Named Entities

Pulp [ORG]

Words

ifwewaitforcertaintywewillbe+20 more

Characters

0 → 159

Special Characters

spaces × 27punct × 8nbsp × 0

Special Patterns

0 patterns detected

RootCause

Ethos

—

Pathos

—

Logos

—

Kairos

—

Style

—

Clarity

—

Focus

—

Awareness

—

Persuasive Velocity—

StemReferences

CensusFECCongressFed. Reg.RegulationsLegiScanGovInfoGDELTCivicWikimediaData.govPodcast Idx

rank

life_stageyoung_adult

education_levelbachelors

locationurban

occupationtech

Psychographics

Impelling

Compelling

Repelling

Mindstate

alpha 10 Hzcalm

Environment

vision onhearing onsmell offtouch offtaste off

Memory

purchases 12content 48brands 5

motivationdesirefear

define

apply

post

heatmap

price

trace

uptimeresize

q3-report.pdf

chart.png

keynote.mp4

WeftConversations

ThreadsChatInlineSide panels

DyeMedia

TextToday

ImageToday

SoundSoon

VideoSoon

BightInteractions

MouseKeyboardVoice · soonCombos · soon

Device & browser frames

Structured Discussion Bracket

Perspective scroll showcase

Scroll Scrubber

Production

Coming soon

Conventions

WeftConversations

Conversation

Aspect	Detail
`Role`	Conversation. One object family, one pipeline.
`Objects`	Comments, Reviews, Testimonials, and Email.
`Limits`	Contract-scoped by characters, words, sentences, or paragraphs, with emoji and special characters as clauses.
`Moderation`	Stacked the way authority stacks: publisher rules first, author rules on top, and each reader’s own filters above that.
`AI participation`	A switch per contract: no AI voices, only AI voices, or anything between.
`Enhancements`	AI summaries in base claims with the pro and con of each, claim-typed reactions, and argument extraction that turns a finished thread into structured claims.

From the platform guide:

JSX

import { Comments } from "@pulp/loosethreads/weft";

<Comments
  anchor="essay-142"
  contract={{ scope: "sentence", max: 4, emoji: false }}
  moderation={["publisher", "author", "reader"]}
  reactions="claim"
  ai="summarize"
/>

Next component: DyeMedia. Back to loosethreads UI/UX.