unclecode

Handoff Resume

Resume work from a previous session's handoff document. Read, understand, summarize, and WAIT for user confirmation before taking any action.

Optional argument: If $ARGUMENTS is provided, use it as an alternative path to the handoff file (e.g., /handoff:resume .context/HANDOFF-feature.md).

Instructions

Step 1: Locate and Read Context Files

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Handoff Create

Generate a comprehensive session handoff document optimized for Claude Code (AI), not humans. This document must capture everything needed for a fresh session to seamlessly continue work without context loss or repeating mistakes.

Optional argument: If $ARGUMENTS is provided, use it as the session focus/context hint (e.g., /handoff:create clipboard mode implementation).

Instructions

1. Check for existing HANDOFF.md and make a decision:

• Look for HANDOFF.md in project root

unclecode

Tech Digest - January 04, 2026

2 curated items with deep-dive analysis

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1. WhatsApp REST API: Programmatic Message Sending Without Official API Costs

@tom_doerr (Tom Dörr)

unclecode

Tech Digest - January 4, 2026

Curated tweets with deep-dive analysis of linked content

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1. AgentFS: A Filesystem Built for AI Agents

@penberg (Pekka Enberg)

unclecode

Session Handoff

Generated: 2026-01-04 Session Focus: Timeline Curation System with Preference-Based Classification Previous handoff: merged - preserved API context, added curation workflow

MANDATORY FIRST STEPS

• Read PREFERENCES.md - contains all classification rules and user profile
• Run git status to verify current state
• Test cookie auth: uv run python tests/twitter_client/foryou.py 1
• Verify bookmark folder access: see bookmark_to_folder.py

unclecode

Digest Test 5 - 2026-01-03

Source: For You timeline (33 tweets) Method: Full heuristics including major AI companies, scientific papers, DSPy skip

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SURFACE (12)

1. @aakashgupta

unclecode

Maya Testing Guide

Welcome to the Maya testing team! This guide explains how to test Maya, our WhatsApp AI sales assistant for KidoCode.

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Before You Start

Add Maya to Your Contacts

1. Save this number to your phone contacts: +60 12-319 0721

unclecode

Crawl4AI Cloud - QA TestFlight Program

Hello team! I've set up our internal QA testing program. Please read this carefully and follow the instructions.

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Step 1: Get Access

1. Accept GitHub invitation (check your email)
2. Visit TestFlight repo: https://github.com/unclecode/crawl4ai-cloud-testflight

unclecode

source	title	type	organization	cleaned_by
https://huggingfacetb-smol-training-playbook.hf.space/	The Smol Training Playbook: The Secrets to Building World-Class LLMs	Technical Blog Post	Hugging Face	Crawl4AI

The Smol Training Playbook:

unclecode

import json
from qwen_agent.llm import get_chat_model

# I experimented with the 500 million parameters. It works nicely, but sometimes it doesn't detect all the parameters. For example, in the getCurrentWeather function, it may not detect the value for the second argument, which is the format of the temperature. So it's good practice to set default values for them. However, for very critical parameters, it understands them well.

llm = get_chat_model({
        # 'model': 'qwen2:0.5b', 
        'model': 'qwen2:1.5b',
        'model_server': 'http://localhost:11434/v1', 
        'api_key': 'EMPTY',