Skills en tendència

media-processing

vellum-ai

"Ingest and process media files (video, audio, image)"

thinking-second-order

tjboudreaux

When a change has effects past the immediate fix—incentives, scale, feedback—trace consequence chains with timing and probability before committing.

thinking-first-principles

tjboudreaux

When a constraint is treated as fixed, separate physics from convention, keep only independently supported primitives, and rebuild the simplest solution that satisfies real constraints.

local-ai-agents

microsoft

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the privacy/cost/offline trade-offs. Based on Lesson 17 of AI Agents for Beginners. USE FOR: run an agent locally, offline agent, on-device agent, Foundry Local, Qwen function calling, local tool calling, local RAG, Chroma vector database, local MCP server, privacy-preserving agent, hybrid local and cloud agent, small language model agent, engineering assistant on my machine. DO NOT USE FOR: deploying agents to the cloud at scale (use deploying-scalable-agents / Lesson 16), building your first agent concept (Lesson 01), Foundry (cloud) hosted agents, GPU cluster / server-side inference provisioning.

azure-openai-to-responses

microsoft

testing-course-samples

microsoft

Koristite kada se zatraži validacija, testiranje, smoke-test ili pokretanje

azure-openai-to-responses

microsoft

azure-openai-to-responses

microsoft

azure-openai-to-responses

microsoft

microsoft-docs

microsoft

Kysy virallista Microsoftin dokumentaatiota löytääksesi käsitteitä, opetusohjelmia

storing-data

BuilderIO

How to store application data in agent-native apps. All data lives in SQL. Use when adding data models, deciding where to store data, or reading/writing application data.

address-feedback

BuilderIO

Triage feedback from docs, issues, Slack threads, or pasted notes into verified bugs, UX proposals, unclear questions, and skipped noise. Use when a user asks you to address product feedback or investigate a reported workflow.

review-latest-feedback

BuilderIO

Sweep recent Slack, GitHub issue, Sentry, first-party Agent-Native Analytics error issues, and explicitly linked tracker feedback: first answer reporters, then fix verified bugs and actionable objective UI defects at the owning boundary, require human signoff for subjective UI changes, build features the invoking user endorsed with an :upvote:, and recap every disposition. Use for scheduled or manual sweeps.

fix-at-the-boundary

BuilderIO

How to find every sibling instance of a reported bug before fixing it. Use whenever a bug report names one file but the defect is a call pattern, hook, duplicated literal, or copy-pasted helper that plausibly exists in other files, apps, or templates.

performance

BuilderIO

Keep apps and templates loading fast. Read when adding a data model, a list/read action, a page or sidebar that loads data, or when something loads slowly, or when adding a dependency to the deployed server bundle. Covers column projection, indexing hot-path queries, avoiding N+1 and round-trip waterfalls, cheap polling, not recomputing on every read, and cold-start artifact size.

portal

BuilderIO

Continue a coding session on a paired always-on computer. Use when work must survive closing the primary laptop, needs remote computer-use testing, or should run on a scheduled/self-hosted execution host.

actions

BuilderIO

How to create and run agent actions. Actions are the single source of truth for app operations — the agent calls them as tools and frontend code calls them through client hooks. Use when creating a new action, adding an API integration, or wiring up frontend data fetching.

agent-native-toolkit

BuilderIO

Inventory and ownership rules for shared Agent-Native workspace UI. Use before building app chrome, settings, navigation, sharing, collaboration, setup, history, comments, chat rails, agent UX, or repeated workspace behavior.

upgrade-agent-native

BuilderIO

Bring an older Agent-Native app or workspace current. Use when updating @agent-native/core, fixing a broken upgrade, or when tempted to patch or override core/dispatch packages to make an old branch run.

visualize-repo

BuilderIO

Open or create a repo-native visual documentation workspace backed by local Plan MDX files. Use when the user asks to visualize a repository, create durable visual docs for APIs/components/models/flows, launch a visual repo viewer, review repo docs like a visual IDE, or collect Plan comments that should become coding-agent changes.

server-plugins

BuilderIO

Framework server plugins and the /_agent-native/ route namespace. Use when adding a custom server plugin, deciding whether to create an /api/ route vs an action, or debugging auto-mounted framework routes.

capture-learnings

BuilderIO

Capture and apply accumulated knowledge via structured memory. Use when the user gives feedback, shares preferences, corrects a mistake, or when you discover something worth remembering for future conversations.

tracking

BuilderIO

Server-side analytics tracking with pluggable providers. Use when adding analytics events, registering custom tracking providers, or configuring built-in providers (PostHog, Mixpanel, Amplitude, Webhook).

concurrent-agents

BuilderIO

How to work safely when many Claude Code and Codex agents share this one checkout at once. Use before editing any file, before concluding someone reverted your work, before any branch operation, and before committing, pushing, or merging — this is almost always relevant here.