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2424 skills sur 2424
Skill
Description
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Migrate Dotnet10 To Dotnet11 (.NET)Docs & Écriture94
Migrate a .NET 10 project or solution to .NET 11 and resolve all breaking changes. This is a MIGRATION skill — use it when upgrading from .NET 10 to .NET 11, NOT for writing new programs. USE FOR: upgrading TargetFramework from net10.0 to net11.0, fixing build errors after updating the .NET 11 SDK, resolving source-breaking and behavioral changes in .NET 11 runtime, C# 15 compiler, and EF Core 11, adapting to updated minimum hardware requirements (x86-64-v2, Arm64 LSE), and updating CI/CD pipelines and Dockerfiles for .NET 11. DO NOT USE FOR: .NET Framework migrations, upgrading from .NET 9 or earlier, greenfield .NET 11 projects, or cosmetic modernization unrelated to the upgrade. NOTE: .NET 11 is in preview. Covers breaking changes through Preview 3.
Use when debugging a Nemo Gym run or reward profiling job. Covers rollout collection failures, empty or partial JSONL outputs, stale materialized inputs, verifier/schema errors, Ray or Slurm issues, vLLM readiness, judge failures, tool/sandbox failures, cache problems, and throughput bottlenecks.
Osdc Harbor (PyTorch)Données & Recherche94
Harbor pull-through cache configuration, Helm chart gotchas (inconsistent value paths, per-component image overrides, taint tolerations), and image mirroring strategy. Applies to ~/meta/ci-infra/osdc. Load when working on Harbor, image mirroring, or container registry configuration.
Osdc Pypi Cache (PyTorch)Données & Recherche94
OSDC PyPI wheel cache module — per-CUDA-slug nginx+pypiserver fanout backed by shared EFS wheelhouse, fed by an external wheel-build pipeline via S3. Covers architecture (4 components), slug naming, EFS PVC, NVMe nginx cache, S3 bucket layout, needbuild override, prebuilt-cache.txt matrix invalidation, njs merge handler, /whl/ rewrites, NetworkPolicy, IRSA roles, log rotation, pod resource computation, cache-enforcer SNI matching. Applies to ~/meta/ci-infra/osdc. Load when developing, debugging, or maintaining the pypi-cache module, investigating pip install failures on runners, adding CUDA versions, or working with the wants/wheel-syncer pipeline.
Build a new opinionated advisor-persona skill — a reviewer "lens" like crusty-old-engineer — modeled on a real person or archetype and proven from real evidence. Mines the subject's authentic voice and discipline, defines its one distinct load-bearing question, drafts it to the family template, proves it steers in a live session, reduces it, and publishes it to a skills bundle. Use when creating or authoring a persona/advisor skill, adding a sibling to the crusty-old-engineer family, or turning a person's real direction style into a reusable reviewer skill. Also triggers on "personafy" / "personify".
Zero-install localhost tunnels over SSH via Pinggy.
Pipeline Investigation (.NET)Agents & Orchestration94
Investigate AzDO pipeline failures beyond Helix — build errors, infra tooling crashes, validation test flakiness, artifact cascade failures. USE FOR: "why did the unified-build fail", "what's breaking the pipeline", "how often does this failure occur", "drill into build task logs", "1ES scan failures", "SourcelinkTests flaky", "NetAnalyzers build error", analyzing AzDO build timelines and task logs, failure frequency/trend analysis. DO NOT USE FOR: Helix test failures (use helix-investigation), CI status overview (use ci-analysis), codeflow PRs (use flow-analysis). INVOKES: AzDO, Helix, and binlog MCP tools, az CLI for internal auth, gh CLI.
Release Notes (.NET) — GithubInfra, Ops & Workflow94
Generate and maintain .NET release notes from `features.json`. Uses `generate-changes` for authoritative shipped-change data, `generate-features` for scoring/triage, `update-existing-branch` for incremental reruns on populated branches, `editorial-scoring` for the shared rubric, `api-diff` to generate API diff reports and `api-diff-validation` for API verification, and a multi-model `review-release-notes` pass for final editorial QA.
Skill ScoutAgents & Orchestration94
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.
Capture a repeatable process from the current session into a reusable Amplifier SKILL.md skill file. Analyzes the conversation, interviews the user to confirm structure, and writes a complete skill to disk. Use when the user wants to create a skill, save a workflow as a skill, turn a process into a reusable skill, or mentions "skillify", "create skill", "make a skill", "save as skill", "capture workflow", "turn this into a skill", "new skill", or wants to automate a repeatable process they just performed.
Execute plans via delegate_task subagents (2-stage review).
Td Tox (Ansible)Tests94
Reference for running lint, test, build, and doc commands via tox. Agents MUST use tox for all quality gates — never invoke pytest, ruff, mypy, prek, or shell scripts directly. This skill is the canonical lookup table for which tox environment to use.
Create a small random Hugging Face model that preserves the original architecture and can serve as a local Optimum Intel repository test fixture.
Vitest (Supabase)Tests94
Vitest API and config reference (Jest-compatible) — mocking with vi.*, spies, fake timers, coverage configuration, fixtures, snapshots, and test filtering. Use for Vitest API and configuration questions anywhere in the monorepo; for Studio-specific test strategy and component-test setup, start with studio-testing and studio-mock-api-tests.
Build a prioritised morning work brief for Microsoft Scout from Outlook mail, calendar, and Teams chats - what the user owes people, what is blocked on others, what is coming up, and what to do first. Use this skill whenever the user asks for a morning brief, a Monday or weekly brief, a daily digest, a "what is waiting on me" or "what did I miss" summary, a catch-up after time off, a review of unresolved team threads or pending actions, a look at the week ahead, or wants to know who is blocking them - even if they never use the word "brief". Also use it when setting any of this up as a recurring Scout automation.
Use before producing any English text the user signs — READMEs, PRs, issues, PR and issue comments, code comments, emails, blog posts, human-facing docs — drafted or rewritten at native fluency in the voice of the skill's author, Vinta Chen. Fires mid-task too: a comment drafted inside another skill's workflow, or text the user will approve before it ships. Not for text addressed to agents unless the user asks
Build integrated IS/BS/CF financial workbooks in Excel.
Add Addons Existing App (TanStack)Agents & Orchestration93
Apply integrations to existing projects with tanstack add, including add-on id resolution, dependency chains, option prompts, and .cta.json project metadata preconditions.
Use when adding an unspecified data source to an Expo/React Native Power Apps mobile app; routes to Dataverse, SharePoint, or another connector.
Use when the user wants to seed Dataverse tables with realistic sample records so a freshly-scaffolded code app shows real-looking data on first launch. Generates contextually appropriate rows from each table's schema and inserts them in dependency order. Mirrors microsoft/power-platform-skills/power-pages/add-sample-data, adapted for mobile apps.
IA MCP (TanStack)Langages & Runtimes93
Host-side Model Context Protocol (MCP) for TanStack AI: connect to external MCP servers, host your own tools with createMCPServer, discover and run tools inside any adapter's chat() loop, read resources and prompts, generate TypeScript types (typed tool names/pool keys) with the bundled CLI, and manage lifecycle with close()/await using.
Use for account setup preparation questions in the Customer Onboarding Agent synthetic pilot.
Use for claim-file readiness questions in the Claims Processing Agent synthetic pilot.
Use for banker-to-advisor handoff questions in the Financial Advisor Agent synthetic pilot.
Use for alert triage questions in the Fraud Detection and Alert Agent synthetic pilot.
Use for application intake questions in the Loan Origination Assistant synthetic pilot.
Use for churn-review prioritization questions in the Customer Sentiment and Churn Prediction Agent synthetic pilot.
Use for claims intake triage questions in the Claims Processing Agent synthetic pilot.
Use for unified wealth insights questions in the Wealth Insights Generator Agent synthetic pilot.
Use for client review questions in the Financial Advisor Agent synthetic pilot.
Use for compliance checkpoints questions in the Financial Advisor Agent synthetic pilot.
Use for condition and timeline review questions in the Loan Origination Assistant synthetic pilot.
Use for eligibility and ratio analysis questions in the Loan Origination Assistant synthetic pilot.
Use for nonbinding underwriting findings questions in the Loan Origination Assistant synthetic pilot.
Use for document readiness questions in the Customer Onboarding Agent synthetic pilot.
Use for document readiness questions in the Loan Origination Assistant synthetic pilot.
Use for human-controlled implementation checklist questions in the Portfolio Rebalancing Agent synthetic pilot.
Use for siu indicator review questions in the Claims Processing Agent synthetic pilot.
Use for guideline and document alignment questions in the Underwriting Support Agent synthetic pilot.
Use for front-counter and newly arrived applications to identify duplicates, missing documents, acceptance readiness, review desks, and fixed statutory due dates.