#Tutorial/How-to

AIGoogle Cloud Tech says skills provide Gemini with instructions and tools provide it with connections, while grounding supplies the context it needs. The post argues that grounding Gemini in enterprise data yields more accurate, higher-impact results.

AIGoogle Cloud Tech suggests packaging proven procedures as Skills and sharing them through one central registry so the whole team can access them. The post claims this raises accuracy and reduces token spend.

AIMagnific posts a detailed text prompt for a surreal landscape image featuring a 3-meter ivory-white egg cracking open in a shallow pink-water pool, with a single human hand reaching out between two limestone walls. The prompt specifies frontal symmetrical composition, dramatic natural sunlight, and a medium-format analog film look with organic 35mm grain.

AIMagnific (@magnific) posts a detailed text prompt for an ultra-photorealistic surreal fashion editorial photograph. The prompt describes a white horse and hooded white-clad rider on a brutalist white stone ledge, with an extremely long magenta silk cape cascading down the walls against a clear light blue sky.

AIMagnific (@magnific) posts a detailed image-generation prompt for a strictly frontal, cinematic scene of 7–9 women in white dresses dancing atop a pale rocky stage. The prompt specifies a single spotlight on one central dancer, a muted blue sunset sky, and a giant matte-black practical-prop hand rising from behind the rock.

AIMagnific posts a sample prompt for a minimal fashion-editorial image showing a young Black man seen from behind, beneath a black crown that floats above his head and is on fire. The prompt specifies a saturated cyan-blue sky, 35mm analog grain, and realistic flames that cast a faint warm glow onto the subject.

AIMagnific posts a detailed text prompt for a surreal fine-art photograph showing a towering mountain of stacked cacti topped by a single white goat against a cobalt-blue sky. The prompt specifies a low-angle frontal composition with no visible ground, saturated green tones, and an analog medium-format film look.

AIMagnific shares a detailed text prompt for a photorealistic surrealist fashion image. It describes a woman in silver armor and a white dress kneeling on pink sand under a cobalt-blue sky, with 9–11 vertical swords floating above her. The look is styled as analog Super 8 film with organic grain and gentle halation.

AIMagnific shares a detailed image-generation prompt for a surreal fashion portrait of a young Latina woman photographed from behind against a bright blue sky. The dress is torn open down the back, revealing a deep starry midnight sky instead of skin, with the face kept hidden.

AIMagnific posted a detailed image prompt for an ultra-photorealistic vertical editorial photo of two bare albino arms rising against a cobalt-blue sky. A single vibrant magenta snake coils around one forearm, with analog 35mm film grain and minimalist composition specified.

AIMagnific (@magnific) posts a detailed image-generation prompt for a surrealist fashion photograph. It describes six black horses covered by pale pink silk in a white salt desert under a clear light-blue sky, with wind revealing their silhouettes beneath the fabric.

AIGoogle Gemma announces a developer guide showing how to embed text, code, images, video, audio, and interleaved inputs with EmbeddingGemma 2 using the sentence-transformers library. The guide outlines a four-step workflow: loading the model, embedding text and code with task prompts, embedding multimodal inputs, and optionally truncating dimensions with Matryoshka.

AIGuizang says GPT-6 Astra is strong at 3D work, reading their saved Memory to build a poster from several Blender models tailored to their taste. The post says the model handles geometry details, materials, and lighting well.

AIAnthropic says the fastest way to use its new credits is through Claude Managed Agents. Developers can build an agent with the claude-api skill in Claude Code by running /claude-api managed-agents-onboard.

AIHamel Husain answers that the same model can usually serve as both the main task model and the evaluation judge. He advises testing whether the judge agrees with human labels on a held-out test set.

AIThe author says Opus 5.5 keeps improving and works well for producing weekly product short videos, with all materials generated directly without extra services. GoodCase added 269 new AI showcase cases, prompts, and 7 new Skills, bringing its total to 1,699 cases, 95 Skills, and 426 creators. The post also highlights awesome-seedance, which now lists 795 video cases, 367 prompt retests, 27 prompt templates, and 77 installable video Skills.

AIGuizang (@op7418) says a Grok bot paired with a foldable phone lets him chat on one screen while the bot publishes content on the other. Background post: he set Grok to produce a daily morning AI news video on a schedule, running content collection, code writing, and video rendering entirely on Grok's cloud virtual machine rather than his local computer. He shares the full prompt so others can run the same workflow with their own Grok bot.

AIManning Books is opening preorders for "LLM Customization and Fine-Tuning," a book on adapting, distilling, and aligning LLMs. The publisher says it targets ML engineers, data scientists, and MLOps practitioners adapting open-weights LLMs for enterprise use cases and running them reliably in production. Preorders carry an Amazon price guarantee.

AIAllie K. Miller describes a workflow where she had Instinct write a large prompt for Codex to execute her 19-item task list, then emailed that prompt to herself. She also had Instinct write the prompt telling Codex to search her email and find the note Instinct left for it.

AILangChain has added three engineering upgrades to Skills in its Deep Agents framework: tool-binding Skills, pinned Skills, and mid-thread reloading. Tool-binding lets a SKILL.md declare tools via metadata.include_tools, so tools are injected only when the Skill is read, and pinned Skills inject full instructions before the next model call, skipping a round trip. Setting skills_metadata to None rescans the Skills library mid-thread without restarting, at the cost of invalidating the cache.

AIThe author set up a Grok bot to produce a daily morning AI news video on a schedule, running content collection, code writing, and video rendering entirely on Grok's cloud virtual machine without local computers. The author says the results are quite good and shares the full prompt so others can run the same workflow with their own Grok bot.

AIGuizang (@op7418) says a designer kept refining details until a 3D About page compass, with a modern design, rotated its pointer to follow the mouse cursor. The quoted post introduces a Qimen Dunjia chart-teaching site, built with Opus 5.5, which Guizang added practice questions and explanations to.

AIThe author built a Qimen Dunjia chart-plotting teaching website using Opus 5.5 and has now launched it. After positive user demand, the site was improved with added exercises and explanations to function more like a learning platform.

AIStanford's CS 329Z: Engineering AI Agents course has published slides for lectures 4 and 5, following the earlier release of lectures 1–3. Lecture 4 covers tool use and is taught by Diyi Yang, while lecture 5 covers frameworks and orchestration, taught by Diyi Yang, Michael Ryan, and John Yang.