A gift to the Chinese developer community for anyone building agents on @LangChain:
After 2 books on the ecosystem, I open-sourced the third — Deep Agents in Action. 8 chapters live and counting, on the Agent Harness: planning, context engineering, sub-agents, Skills, memory.
@zarazhangrui Claude Code is actually great for bouncing ideas around . sometimes its thinking goes all over the place, and that's exactly when the good stuff starts flowing.
I built Magic Slide to bring Magic Move-style transitions to AI-generated decks. Inspired by @zarazhangrui's frontend-slides, powered by @pipellmai for search + image gen. Big thanks to @Cydiar404 and @LokiTheFleer for PipeLLM. https://t.co/ntH9GaMXyo
4/4
Magic Slide can generate an outline, choose a visual direction, create each slide, and merge everything into a local presentation you can preview, QA, and keep editing.
1/4
I built Magic Slide https://t.co/3BuWrBB5wE , an AI presentation skill inspired by @zarazhangrui 's frontend-slides. It creates slide decks with Magic Move-style transitions from a simple topic.
3/4
The core highlight is Magic Move. When two slides share the same or similar elements, Magic Slide can automatically create smooth transitions between them, similar to Keynote's Magic Move.
利用 Nano Banana Pro 绘制夸张视角插画风格,昨天现小红书上看到一名博主搞的,挺有意思,但他还在整理提示词,于是我和 Juchats 配合,搞了 60 张图和反复磨合,提炼出了一套提示词,这套提示词可以精准控制:颜色、风格、角色、观察方向、构图方向、延伸物体、特殊视觉、能量特征等,大家可以尝试一下!
🧵Prompt:
Professional flat vector illustration in modern commercial style, depicting [SCENE_DESCRIPTION].
PERSPECTIVE & COMPOSITION:
- Extreme [ANGLE_TYPE] perspective from [STARTING_POINT] looking [VIEWING_DIRECTION] along ONE SINGLE [EXTENDING_OBJECT] toward [END_POINT]
- [EXTENSION_DIRECTION_LAYOUT]
- Single unified viewpoint with continuous depth progression following the SAME [EXTENDING_OBJECT] from [FRONT_END] to [BACK_END]
- Dynamic [COMPOSITION_DIRECTION] composition with exaggerated perspective showing ONE continuous [EXTENDING_OBJECT] extending through entire frame creating sense of [MOTION_CHARACTERISTIC]
- Seamless visual flow showing ONE SINGLE UNIFIED [EXTENDING_OBJECT]: [EXTENSION_DIRECTION_DESCRIPTION] - ALL PARTS OF THE SAME ONE [EXTENDING_OBJECT], NOT separate or duplicate [EXTENDING_OBJECT]
- Smooth depth of field with natural foreground-to-background transition along the length of this SINGLE continuous [EXTENDING_OBJECT]
- Clear visual leading lines following ONE [EXTENDING_OBJECT] creating strong unified depth within unified space
- Balanced negative space with [SPATIAL_EMPHASIS_DIRECTION] emphasis suggesting [ACTION_CHARACTERISTIC]
- Rule of thirds composition with emphasis on [CORE_FOCUS]
- NO duplicate elements, NO multiple [EXTENDING_OBJECT], NO repeated objects - only ONE [EXTENDING_OBJECT], ONE [RELATED_OBJECT], ONE [MAIN_CHARACTER]
COLOR PALETTE:
- [COLOR_TONE_DESCRIPTION] color scheme with [PRIMARY_COLOR_1_AND_APPLICATION], [PRIMARY_COLOR_2_AND_APPLICATION], [PRIMARY_COLOR_3_AND_APPLICATION], [SECONDARY_COLOR_1_AND_APPLICATION], [SECONDARY_COLOR_2_AND_APPLICATION], [ACCENT_COLOR_AND_APPLICATION]
- [SATURATION_CHARACTERISTIC] colors [COLOR_EMOTION_DESCRIPTION]
- [COLOR_STYLE_POSITIONING] color harmony [APPLICATION_SCENARIO_DESCRIPTION]
STYLE & TECHNIQUE:
- Clean 2D flat vector illustration with minimalist approach
- Simplified geometric character design and [ENVIRONMENT_ELEMENTS]
- Crisp linework without heavy outlines
- Flat color blocking with minimal gradients
- Smooth depth transitions without layering artifacts showing ONE continuous [EXTENDING_OBJECT]
- [SPECIAL_VISUAL_EFFECTS] integrated naturally
- Strong perspective distortion on SINGLE [EXTENDING_OBJECT] length from foreground to background
- Modern commercial illustration aesthetic similar to [REFERENCE_APPLICATION_SCENARIO]
KEY ELEMENTS:
- Complete [CHARACTER_TYPE] character in [CORE_ACTION_DESCRIPTION] in background [ACTION_DETAILS]
- ONE SINGLE [EXTENDING_OBJECT] only: [FRONT_END_DESCRIPTION] in foreground, [MIDDLE_SECTION_DESCRIPTION] extending continuously through midground with dramatic foreshortening, [BACK_END_DESCRIPTION] in background
- [RELATED_OBJECT] at/near the [POSITION] in foreground
- Geometric [BACKGROUND_ENVIRONMENT] background with [ENVIRONMENT_DETAILS]
- [DYNAMIC_EFFECT_ELEMENTS] suggesting [ACTION_CHARACTERISTIC]
- Text "[SLOGAN_TEXT]" integrated along the [EXTENDING_OBJECT] trajectory with 3D perspective depth effect, bold modern typography
- ALL elements are singular and unified - no duplicates
MOOD & ATMOSPHERE:
- [EMOTION_KEYWORD_1] and [EMOTION_KEYWORD_2]
- Professional [FIELD_POSITIONING] quality [ATMOSPHERE_DESCRIPTION]
- [SPECIAL_MOMENT_DESCRIPTION]
- Dynamic EXTREME proportions emphasizing [EXAGGERATION_FOCUS]
- Clean, polished, ready-for-publication finish with [ENERGY_CHARACTERISTIC]
CRITICAL REQUIREMENTS:
- Show ONLY ONE [EXTENDING_OBJECT] total in entire image
- This single [EXTENDING_OBJECT] has [FRONT_END] in foreground, [MIDDLE_SECTION] in midground, [BACK_END] in background
- NOT multiple [EXTENDING_OBJECT], NOT duplicate [EXTENDING_OBJECT], NOT separate [EXTENDING_OBJECT] pieces
- ONE continuous unified [EXTENDING_OBJECT] object extending through perspective
- ONE [RELATED_OBJECT] only at the [FRONT_END]
- ONE [MAIN_CHARACTER] only in background
- Avoid any visual duplication or repetition of elements
- Each object appears exactly ONCE in the frame
- Perspective makes the SAME [EXTENDING_OBJECT] look different sizes but it is still ONE [EXTENDING_OBJECT]
- Maintain single continuous camera perspective throughout
- Create STRONG depth progression with dramatic perspective FORESHORTENING along [EXTENDING_OBJECT] axis
- All elements should feel part of one unified [ENVIRONMENT] environment
- Ensure seamless integration of foreground and background within same spatial context
We need to remove the stigma that "using AI = lazy".
Using AI is not lazy. Using AI badly, without checking its work & independent thinking, is lazy.