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Merged
merged 6 commits into from
Nov 13, 2025
Merged

Dawn/patch llms scripts #1197

merged 6 commits into from
Nov 13, 2025

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@dawnkelly09
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@dawnkelly09 dawnkelly09 commented Nov 10, 2025

📝 Description

Provide a clear and concise description of your changes.

  • Bug: generate_ai_pages.py was not removing outdated pages, it just kept them and added new ones. Fix: script now empties /.ai/ and forces fresh files every time the generate_llms.py script is run. These pages will now stay in sync with docs content
  • Feature: updates token estimates and word counts to add them to the front matter of per-page and category files. Will work on how to share these numbers with users in a separate PR but they can at least see them in the file when they view/copy/download it.

🔍 Review Preference

Choose one:

  • [x ] ✅ I have time to handle formatting/style feedback myself
  • ⚡ Docs team handles formatting (check "Allow edits from maintainers")

🤖 AI-Ready Docs

If content changed, regenerate AI files:

  • [ x] ✅ I ran python3 scripts/generate_llms.py
  • ⚡ Docs team will regenerate (check "Allow edits from maintainers")

✅ Checklist

@dawnkelly09 dawnkelly09 requested a review from a team as a code owner November 10, 2025 18:21
Copilot AI review requested due to automatic review settings November 10, 2025 18:21
@dawnkelly09 dawnkelly09 added B0 - Needs Review Pull request is ready for review A2 - Maintenance Minor Pull request contains minor updates to an existing page (i.e., modifying parameters, steps, etc.) labels Nov 10, 2025
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Pull Request Overview

This PR adds word count and token estimation functionality to the AI documentation generation system to provide content size metrics for LLM consumption.

Key changes:

  • Added word_count and token estimation functions to both generation scripts
  • Updated output files to include word_count and estimated_tokens metadata
  • Added cleanup functionality via reset_ai_pages_dir() to ensure fresh runs
  • Updated virtual environment paths in skip list

Reviewed Changes

Copilot reviewed 225 out of 225 changed files in this pull request and generated 4 comments.

Show a summary per file
File Description
scripts/llms_config.json Added .venv and venv to skip paths for cleaner processing
scripts/generate_category_bundles.py Added word/token counting functions and metadata output to category bundles
scripts/generate_ai_pages.py Added word/token counting, page cleanup functionality, and metadata to individual pages
.ai/pages/*.md All AI page files updated with word_count and estimated_tokens frontmatter
.ai/categories/*.md All category bundle files updated with word/token count metadata

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@dawnkelly09 dawnkelly09 requested a review from eshaben November 10, 2025 19:46
eshaben
eshaben approved these changes Nov 13, 2025
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thanks!

0xlukem
0xlukem approved these changes Nov 13, 2025
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LGTM

@0xlukem 0xlukem added B1 - Ready to Merge Pull request is ready to be merged and removed B0 - Needs Review Pull request is ready for review labels Nov 13, 2025
@eshaben eshaben merged commit 6066875 into master Nov 13, 2025
5 of 6 checks passed
@eshaben eshaben deleted the dawn/patch-llms-scripts branch November 13, 2025 18:28
eshaben added a commit that referenced this pull request Nov 13, 2025
@eshaben @mh07607
@0xlukem @brunopgalvao @ottovlotto @deigenvektor @dawnkelly09 @leonardocustodio @nhussein11 @Telucero @wirednkod @Gintma @albertov19 @CrackTheCode016 @UtkarshBhardwaj007
Merge latest from master into staging (#1233)
6e80b33 
* Include Ubuntu Rust setup commands (#964)

* Include Ubuntu Rust setup commands

* Using tabs instead of headers to differentiate OS and ran scripts/generate_llms.py

* Regenerate llms files

* September SEO (#996)

* fix url

* llms

* Update dependencies (#995)

* Update hardhat.md (#972)

* Update hardhat.md

added Node version recommendation in pre-reqs so it's more prominent

* LLM updates re: Node version

LLM updates re: Node version

* Update GPG Key Links to Match Visible Ones (#967)

The Security and Release Team links were swapped in the html reference

* Overhaul LLMs (docs changes) (#969)

* adds script to output .md pages to /.ai/, adds ai_exclude flag to needed pages, adds initial batch of ai files

* adds Tutorial tag to relevant pages, updates scripts for generating new llms files (still need category files)

* adds category file generation

* updates main llms script, removes deprecated LLMs files

* adds estimated token count to category bundle outputs

* adds variable for base url for ai artifact files

* wired up existing UI, updated default file outputs

* update f string copy to match file renaming

* updates check-llms workflow to verify llms.txt as llms-full.txt is deprecated with these changes

* fresh llms

* updates urls for prod

* update scripts per feedback (remove bundle from file path)

* Fix filepaths to remove bundle

* remove log line that is no longer needed

* patch to remove source repos and optional resources from llms.txt, WIP README

* patch script to output llms-full.jsonl to root of docs repo (too big to download via browser like other /.ai/ files)

* updates README

* tweaking workflow for new full site file use

* removes Tutorial category (we can figure out how we want to manage tagging these in future ticket).

* updated llms

* remove ai_exclude flag and tags, update README

* remove blank end lines

* update generate category script to only output md format (will explore other formats in future ticket)

* updates per feedback, fresh llms

* formatting

* remove tutorial.md bundle file as not needed at this time.

* update to fix errant hyphen in front of code snippets, ran fresh llm files with the corrections in place

* remove check for 'ai_exclude' flag

* remove ai exclude tag

* remove Tutorial tags, fresh llms

* updates script to fix formatting issue in output files, fresh llms

* update code comment

* missed a file save!

* improved README

* fresh llms

* Revert "Overhaul LLMs (docs changes) (#969)" (#1004)

This reverts commit 68f574d.

* Latest Node recommended, fixed indentation (#1007)

* Update hardhat.md

added Node version recommendation in pre-reqs so it's more prominent

* LLM updates re: Node version

LLM updates re: Node version

* Update hardhat to recommend Node 22.5

Node 22.5 version required for latest plugin version (released a couple of days ago) to avoid Websocket issues. 

Also to fix indentation :)

* update LLM files with node version for hardhat

update LLM files with node version for hardhat

* Improve contributor experience with streamlined documentation and workflows (#974)

* Improve CONTRIBUTING workflow

* Update workflow

* Update workflow

* Update wording to be clear and concise

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update README.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update content

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update README.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update README.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update README.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* add termynal element

* Update content

* Update .CONTRIBUTING.md

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Update content

---------

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* Add Polkadart to tooling section (#944)

* Add polkadart

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* PR feedback

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/api-libraries/polkadart.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update .nav.yml

---------

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>
Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update .nav.yml (#1003)

* Update Rust setup instructions in template guide (#1006)

* add install command

* add llms files

* Update validator onboarding images and documentation (#979)

* Update validator onboarding images and documentation

* fix: typo

* fix: llms

* docs: Update validator activation instructions in onboarding guide

* fix: llms

* docs: Update validator activation steps to include bond amount requirement

* fix: llms

* fix: start validating page

* fix: last image

* fix: llms

* fix

* fix: llms

* fresh llms

* llms check

* fresh llms

---------

Co-authored-by: DAWN KELLY <dawnkelly09@gmail.com>

* Add guide on transferring tokens between parachains (#973)

* WIP: Creating ParaSpell transfer guide

* WIP

* Add ParaSpell transfer guide

* Update develop/toolkit/interoperability/paraspell/index.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell/paraspell-xcm-sdk.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell/paraspell-xcm-sdk.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell/paraspell-xcm-sdk.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell/paraspell-xcm-sdk.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update content

* Update content

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-relay-chain.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-relay-chain.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-relay-chain.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-relay-chain.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-relay-chain.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/index.md

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Update content

* Update content

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/teleport-from-asset-hub-to-bridge-hub.md

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>

* Update content

* llms

* Revise for AH to People Chain

* Update title

* Fix content

* Revise content to generic XCM transfer between parachains

* Pin dependencies

* Update wording in content

* Update content to reflect generic nature of tutorial

* Update code according to feedback

* Update content

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* python3 scripts/generate_llms.py

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update develop/toolkit/interoperability/paraspell-xcm-sdk/transfer-tokens-between-parachains.md

Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Update content

---------

Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>
Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>
Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>

* Add tutorial for paying transaction fees with different tokens (#966)

* Add tutorial for paying transaction fees with different tokens

* fix: llms

* Remove tutorial and code snippets for paying transaction fees with different tokens

* fix: llms

* Update tutorial for sending transactions with alternative fee payment token and adjust navigation link

* Enhance tutorial for sending transactions with alternative fee payment token by adding TypeScript module configuration step

* fix: llms

* Refine tutorial for sending transactions with alternative fee payment token by clarifying implementation steps and enhancing readability

* fix: llms

* Refine tutorial title for sending transactions with alternative fee payment token to improve clarity

* Apply suggestions from code review

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* fix: llms

* Apply suggestions from code review

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* fix: title

* fix: llms

---------

Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>

* Dawn/improved llms v2 (#1030)

* adds `generate_ai_pages.py` with indentation respected and yaml/yml wrapper

* updates script to ouput to /ai/pages dir, adds generate_llms_txt.py

* removes deprecated script

* adds generate_category_bundles.py script + generated files

* adds generate_site_index.py + resulting files

* delete deprecated script, add main script for llm file pipeline

* remove deprecated category files

* update to use files in /ai/categories for table

* update workflow

* fresh llms

* Update ai/pages/tutorials-smart-contracts-demo-aplications-deploying-uniswap-v2.md

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fresh llms

* fixes duplicate terminal outputs, fresh llm files

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Switch llms output directory to be /.ai/ (#1089)

* update scripts to use /.ai/ instead of /ai/

* run llms to generate outut to /.ai/

* delete /ai/

* update config

* llms

* add n8n script (#1100)

* add n8n script

* test

* test

* revert

---------

Co-authored-by: Taylor Lucero <Telucero@users.noreply.github.com>

* Dark mode images fix (#1110)

* mermaid fix

* fix

* fix

* llms

* fix minor rendering issues (#1115)

* fix minor issues

* llms

* update spacing (#1116)

* Reorder APIs on the sidebar (#1122)

Since it is not in alphabetical order anyway, as far as I know "Polkadart" should be before "Polkadot-API"

Dart, comes before TypeScript, Python comes before TypeScript, and so on, but it seems the only "error" is that Dedot is listed first. 

If you don't mind us making this change @sinzii ? I really appreciate all your hard work.

* Dawn/per page llm staging (#1101)

* Copy js file from copy-to-llm (#909)

Co-authored-by: Leonardo Custodio <leonardo.custodio@parity.io>

* script review, added TODOs and comments re: updates to work with resolved Markdown files we will use for per-page content

* updates comment

* tweaks to script to prep for per page md file wireup

* continue updating script to use new generated files

* iterating on script

* WIP

* fresh llms

* adds view icons to table

* removes deprecated placeholder files

* whitespace

* fresh llms

* removes view icons, fresh llms

* fresh llms

* updates exports, cleans up code

* update exports

* clean, clean, clean the code

* remove debug window for prod

* code clean up

* more clean up

* formatting/styling clean up

* apply review feedback

* fresh llms

* clean code, remove deprecated script

* script clean up and testing

* script clean up, fresh llms

* clean up contents, prettier

---------

Co-authored-by: Leonardo Custodio <leonardo.custodio@parity.io>

* Patch per-page LLM widget (#1133)

* removes unneeded checks and processing to reduce console noise and confusing errors.

* prettier

* remove extra normalizing check

* patch remove deprecated logic

* patch the patches

* pathcy patch patcherson

* clean and patch

* remove blank line at end

* patching stuff

* patch error handling

* patch error handling

* Apply suggestion from @Copilot

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Add Wallet Tools section with LunoKit integration library (#1121)

* Add Wallet Tools section with LunoKit integration library

Add a new "Wallet Tools" section for libraries and SDKs that help
developers quickly and easily integrate wallet functionality into their dApps.

Add LunoKit - a React library that simplifies wallet integration with unified API for 9+ Polkadot wallets, pre-built components, TypeScript support, and compatibility with major Polkadot APIs. Helps developers add wallet functionality without building from scratch.LunoKit is supported by the Web3 Foundation Grants Program.

* fix: llms

* fix: site-index

* fix: merge conflicts

---------

Co-authored-by: nhussein11 <nicolashussein14@gmail.com>

* update build workflow

* update script (#1151)

Co-authored-by: Taylor Lucero <Telucero@users.noreply.github.com>

* Fix - Add chain spec path argument (#1136)

* Add chain spec path argument

* llm

* fix: llms

* fix: llms

* fresh llms

---------

Co-authored-by: nhussein11 <nicolashussein14@gmail.com>
Co-authored-by: DAWN KELLY <dawnkelly09@gmail.com>

* patch script to remove last modified lines from site-index.json (#1141)

* New Card Styling (#1142)

* remove hr from manual cards

* llms

* fresh llms

---------

Co-authored-by: Erin Shaben <eshaben@icloud.com>

* removes deprecated files related to legacy vale workflow (#1180)

* Seo November  (#1172)

* wip

* llms

* fix

* fresh llms

* update hardhat documentation for web0 hackathon (#1227)

* Dawn/patch llms scripts (#1197)

* Adds check to delete old files from /.ai/ before writing updated one to keep docs and llm files in sync

* adds word count and token estimates to per page files

* adds word count and token estimate to category files

* update token function per feedback from Copilot

* removes output of token and word counts to pages to avoid frequent merge conflicts. Functions for determining counts left in place.

* fresh llms without word and token counts

* Update .CONTRIBUTING.md (#1199)

* Merge remote-tracking branch 'origin/master' into staging/product-ia

---------

Co-authored-by: Muhammad Arsalan Hussain <93572504+mh07607@users.noreply.github.com>
Co-authored-by: Lucas Malizia <131050418+0xlukem@users.noreply.github.com>
Co-authored-by: Bruno Galvao <brunopgalvao@gmail.com>
Co-authored-by: ottovlotto <142217647+ottovlotto@users.noreply.github.com>
Co-authored-by: deigenvektor.io <git@deigenvektor.io>
Co-authored-by: Dawn Kelly <83190195+dawnkelly09@users.noreply.github.com>
Co-authored-by: Leonardo Custodio <leonardo@custodio.me>
Co-authored-by: Nicolás Hussein <80422357+nhussein11@users.noreply.github.com>
Co-authored-by: Taylor Lucero <67010424+Telucero@users.noreply.github.com>
Co-authored-by: Nikos Kontakis <wirednkod@gmail.com>
Co-authored-by: DAWN KELLY <dawnkelly09@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Taylor Lucero <Telucero@users.noreply.github.com>
Co-authored-by: Leonardo Custodio <leonardo.custodio@parity.io>
Co-authored-by: cris <mail1737655@gmail.com>
Co-authored-by: nhussein11 <nicolashussein14@gmail.com>
Co-authored-by: albertov19 <64150856+albertov19@users.noreply.github.com>
Co-authored-by: Bader Youssef <ibnbassem@gmail.com>
Co-authored-by: Utkarsh Bhardwaj <utkarsh.bhardwaj@parity.io>
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@eshaben eshaben eshaben approved these changes

@0xlukem 0xlukem 0xlukem approved these changes

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A2 - Maintenance Minor Pull request contains minor updates to an existing page (i.e., modifying parameters, steps, etc.) B1 - Ready to Merge Pull request is ready to be merged

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@dawnkelly09 @eshaben @0xlukem