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I got 30% better AI coding results

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I got 30% better AI coding results
TL;DR · WeSearch summary

⚡ CodeSlimmer Safely convert local codebases or public GitHub repos into clean, LLM-ready context with token estimation and directory mapping. Launch CodeSlimmer If installed via pip: codeslimmer If running directly from source: python codeslimmer.py 2. Interactive Workflows CodeSlimmer supports two distinct input modes: Mode 1: Local Directory Path Enter a relative or absolute local folder path.

Key facts
About this source

Hacker News (AI / LLM) files mainly under ai. We currently carry 4,209 of its stories.

Original article
GitHub
Read full at GitHub →

Story provenance

Source · retrieval · rights · ranking — open for full record
inspect →

Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.

Record

Original publisherGitHub
Canonical URLhttps://github.com/akasula09/CodeSlimmer
Publication timeSun, 09 Aug 2026 22:01:47 +0000
Retrieval time2026-08-09T22:10:42.113Z
Last seen2026-08-09T22:10:42.113Z
Headline sourcePublisher (no WeSearch rewrite)
Excerpt sourcepublisher body
Excerpt methodFirst ~120 words (~800 chars) of extracted publisher body, fair-use limited.
SummaryWeSearch · cerebras-chat (WeSearch summarizer)
Summary source textcontentText
Citation coverageSummary is a WeSearch-generated derivative; primary citation is the original publisher URL.
ClusterBkWAspVUZx3x · 1 stories
Cluster logicGrouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison.
Ranking reasonStory pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking.
Publisher visitYes — open original
Substitutes article?No — link-out required for full text

Rights status (four layers)

Publisher-declared
No publisher-confirmed rights record for this source yet.
Machine-readable
No source-specific machine-readable restriction detected beyond the public feed.
WeSearch interpretation
WeSearch declared handling (basis: Derived from the published RSS/Atom feed). This is WeSearch policy, not a legal grant on the publisher's behalf.
Unknown
Retrieval and training permissions are not asserted unless the publisher confirms them.

WeSearch handling by dimension

Indexing May the item be indexed (stored, ranked, made findable)? Allowed
Snippet May a short excerpt of the publisher's text be shown? Allowed
AI summary May WeSearch generate its own short summary of the article? Limited
Retrieval / RAG May the content be exposed for third-party retrieval-augmented generation? Not asserted
Model training May the content be used to train AI models? Not asserted
Commercial reuse May the content be reused commercially? Not permitted

Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.

Opening excerpt (first ~120 words) tap to expand

⚡ CodeSlimmer Safely convert local codebases or public GitHub repos into clean, LLM-ready context with token estimation and directory mapping. CodeSlimmer packs any code repository—whether stored on your local machine or hosted on GitHub—into a single text file structured specifically for AI models like Claude 3.5, Gemini 3.1 Pro/3.6 Flash, GPT-4o, and DeepSeek R1. ✨ Features 🌐 Remote GitHub URL Support: Pass any public GitHub URL ([https://github.com/user/repo](https://github.com/user/repo)) to fetch, extract, and slim repositories directly—zero git required. 📋 Cross-Platform Clipboard Integration: Instantly copies output directly to your system clipboard (Windows, macOS, or Linux).

Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.

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