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  • Claude Skills: Self-Contained Workflow Packages for Efficient AI

    What are Claude Skills? ๐—–๐—Ÿ๐—”๐—จ๐——๐—˜.๐—บ๐—ฑ was never meant to hold entire workflows. But that's exactly where they end up. General rules, coding conventions, 20-step security review processes, deployment checklists. All in one file that loads into every single session, eating context even when Claude is just renaming a variable. ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ fix this by turning workflows into self-contained packages that Claude loads only when the task demands it. Here's the idea. A skill is a folder inside .๐—ฐ๐—น๐—ฎ๐˜‚๐—ฑ๐—ฒ/๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€/. Each folder contains a ๐—ฆ๐—ž๐—œ๐—Ÿ๐—Ÿ.๐—บ๐—ฑ file with two things: a ๐—ฑ๐—ฒ๐˜€๐—ฐ๐—ฟ๐—ถ๐—ฝ๐˜๐—ถ๐—ผ๐—ป that tells Claude when to activate it, and the workflow instructions that tell Claude what to do. The description is the trigger. Claude reads all available skill descriptions, watches the conversation, and when your request matches, it pulls in that skill automatically. You don't paste the steps. You don't type a command. Claude recognizes the intent and invokes the right skill on its own. You can also trigger any skill explicitly with a slash command like /๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜†-๐—ฟ๐—ฒ๐˜ƒ๐—ถ๐—ฒ๐˜„ when you want manual control. I recorded a deep dive on skills when they were first released, and everything in it is even more relevant today. The video below walks through exactly how this works. But auto-invocation is just the surface. The real power is what skills can carry with them. Skills are full packages, not just instruction files. A ๐—ฆ๐—ž๐—œ๐—Ÿ๐—Ÿ.๐—บ๐—ฑ can reference supporting files that live right next to it using the @ symbol. A detailed security standards document. A release notes template. A compliance checklist. Whatever the workflow needs, the skill bundles it together. Inside ๐—ฆ๐—ž๐—œ๐—Ÿ๐—Ÿ.๐—บ๐—ฑ, YAML frontmatter defines the name, description, and which tools the skill is allowed to use. The ๐—ฎ๐—น๐—น๐—ผ๐˜„๐—ฒ๐—ฑ-๐˜๐—ผ๐—ผ๐—น๐˜€ field is worth paying attention to. A security review skill only needs ๐—ฅ๐—ฒ๐—ฎ๐—ฑ, ๐—š๐—ฟ๐—ฒ๐—ฝ, and ๐—š๐—น๐—ผ๐—ฏ. It has no business writing files. Restricting tool access makes the skill safer and far more predictable. Skills live at two levels. Project skills go in .๐—ฐ๐—น๐—ฎ๐˜‚๐—ฑ๐—ฒ/๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€/ and get committed to git so the whole team shares them. Personal skills go in ~/.๐—ฐ๐—น๐—ฎ๐˜‚๐—ฑ๐—ฒ/๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€/ and follow you across every project. A ๐—–๐—Ÿ๐—”๐—จ๐——๐—˜.๐—บ๐—ฑ with a 20-step security process baked in is dead weight in 90% of your sessions. A ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜†-๐—ฟ๐—ฒ๐˜ƒ๐—ถ๐—ฒ๐˜„ skill that activates only when security is on the table is precision. ๐—–๐—Ÿ๐—”๐—จ๐——๐—˜.๐—บ๐—ฑ tells Claude what rules to follow. Skills tell Claude what workflows to execute. The article below is a complete guide to ๐—–๐—Ÿ๐—”๐—จ๐——๐—˜.๐—บ๐—ฑ, hooks, skills, agents, and permissions, and how to set them up properly. Akshay ๐Ÿš€ (@akshay_pachaar) x.com/i/article/203496196714โ€ฆ โ€” https://nitter.net/akshay_pachaar/status/2035341800739877091#m

    โ†’ View original post on X โ€” @akshay_pachaar, 2026-03-29 10:13 UTC

  • Police Drones Monitor Traffic in China for Road Safety

    Technology at the service of road safety. In China, traffic surveillance is carried out from the air; police drones fly over the streets in search of offenders. What do you think of these surveillance systems? [Translated from EN to English]

    โ†’ View original post on X โ€” @juanmerodio, 2026-03-29 09:52 UTC

  • AI Agents: Hype vs Reality in Enterprise Automation
    AI Agents: Hype vs Reality in Enterprise Automation

    ๐—ช๐—ฎ๐—ป๐˜ ๐˜๐—ผ ๐—ต๐—ถ๐˜ ๐—ฎ โ€œ๐—ต๐—ผ๐˜โ€ ๐—”๐—œ ๐—ฝ๐—น๐—ฎ๐˜† ๐—ฟ๐—ถ๐—ด๐—ต๐˜ ๐—ป๐—ผ๐˜„? Call it ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ถ๐—ฐ ๐Ÿ˜Ž Thatโ€™s it. Iโ€™ve been noticing a pattern. Almost every founder I speak with is building โ€œAI agents.โ€ Not because they all discovered the same breakthrough. Because the narrative is already winning. Yes, the shift is real. Even Gartner expects a meaningful share of enterprise interactions to move in this direction soon. But hereโ€™s the uncomfortable part. Most โ€œagentsโ€ today: โ–ช๏ธ Call a few APIs โ–ช๏ธ Chain some prompts โ–ช๏ธ Work on the happy path โ–ช๏ธ Break when things get real We describe them as if they โ€œreason,โ€ โ€œdecide,โ€ and โ€œact.โ€ What stands out to me is this: ๐—ช๐—ฒโ€™๐—ฟ๐—ฒ ๐˜€๐—ฐ๐—ฎ๐—น๐—ถ๐—ป๐—ด ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฐ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ณ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐˜๐—ต๐—ฎ๐—ป ๐—ฐ๐—ฎ๐—ฝ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜†. Most agents look impressive. Few deliver consistently. Because customers donโ€™t care about the label. They care if it works. And when it truly worksโ€ฆ ๐—ก๐—ผ ๐—ผ๐—ป๐—ฒ ๐—ฐ๐—ฎ๐—น๐—น๐˜€ ๐—ถ๐˜ ๐—”๐—œ ๐—ฎ๐—ป๐˜†๐—บ๐—ผ๐—ฟ๐—ฒ. ๐—ฆ๐—ผ ๐—ต๐—ฒ๐—ฟ๐—ฒโ€™๐˜€ ๐—บ๐˜† ๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป: Are you building something genuinely autonomousโ€ฆ or something that just sounds like it is? #ai #genai #agents #startups #product #futureofwork

    โ†’ View original post on X โ€” @pascal_bornet, 2026-03-29 09:00 UTC

  • Unitree Robots Enter Healthcare as Caregivers and Assistants

    Robots are starting to enter one of the most sensitive environments we have. Healthcare. Unitreeโ€™s systems being used as caregivers and assistants show how robotics is moving beyond factories into real-world human settings. The value is clear: Supporting staff with repetitive

    โ†’ View original post on X โ€” @mvollmer1

  • OpenClaw Tool Manages Codex Sessions Efficiently

    I use openclaw for that and it manages my codex sessions

    โ†’ View original post on X โ€” @steipete

  • Gravity-Defying Robotic Warehouse Automation System

    Gravity-Defying #Robotic #Warehouse System: Ceiling- and Wall-Climbing #Automation
    via @ZappyZappy7 #Robot #MachineLearning #ArtificialIntelligence #ML

    โ†’ View original post on X โ€” @ronald_vanloon

  • Self-Propelled Almond Harvester Transforms Modern Orchard Operations

    Self-Propelled Almond Harvester Revolutionizes Orchard Harvesting
    by @MachinePix #AgriTech #Robotics #Innovation #Technology #TechForGood

    โ†’ View original post on X โ€” @ronald_vanloon

  • Robot Umpires Replace Human Officials in Baseball

    Robot umpires are here โ€” so how long do human umpires have? #shorts https://
    youtu.be/pR5Jcd2hkV0?si
    =0ps50yqlcWIXCEOO
    โ€ฆ via @YouTube #baseball #umpire #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #PhysicalAI @sonu_monika @enilev @Jagersbergknut

    โ†’ View original post on X โ€” @bamitav

  • OpenAI Employee Claims 80% of Code Now Written by AI
    OpenAI Employee Claims 80% of Code Now Written by AI

    Nice list I think itโ€™s about time-especially with all the expected openweights-to update my list of recommendations

    โ†’ Voir le post original sur X โ€” @theahmadosman