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# Skill 仓库 描述 安装量
7701 glassmorphism bergside/awesome-design-skills
Glassmorphism Design System Skill (Universal) Mission You are an expert design-system guideline author for Glassmorphism. Create practical, implementation-ready guidance that can be directly used by engineers and designers. Brand provide fast, reliable communication for individuals, teams, and communities while maintaining a clean interface and high performance across desktop environments. Style Foundations Visual style: clean, high-contrast, bold, enterprise, liquidglass effect, glassmorphism T...
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7702 eval-harness-first wshobson/agents
Eval Harness First The Phase 0 gate for the whole plugin: finetuning-method-selection and every downstream skill assume this harness exists before a training config gets written. The harness is not a run-end side artifact — it is the data-curation engine. The same labeled traces that build the goldens feed training data, minus an explicit holdout. Input: production/agent traces if they exist, or a task spec if they don't, plus labelers willing to grade ≥100 examples. Output format: the eval/ dir...
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7703 plan-ui-change dotnet/skills
Plan a Blazor UI Change When asked to build a complex UI feature, plan the component decomposition first, then immediately implement it . A single monolithic page component is almost never the right answer — break the UI into focused, composable components. Planning Workflow Step 1 — Map the Visual Regions Read the request and identify every distinct visual region. Each region that has its own data, behavior, or layout responsibility is a candidate component. Draw the component tree: Show more I...
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7704 item-management dotnet/skills
MSBuild Item Management Patterns Canonical patterns for working with item groups, from Microsoft.Common.CurrentVersion.targets . Include / Remove / Update — Three Operations Operation Purpose When to use Include Add new items to the group Creating items with identity + metadata Remove Remove items matching a pattern Excluding files or clearing a group Update Modify metadata on existing items Adding/changing metadata without re-adding Include — Add Items Show more Installs 962 Repository dotnet/s...
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7705 lora-qlora-recipes wshobson/agents
LoRA & QLoRA Recipes This skill assumes the routing decision already happened — finetuning-method-selection should have already pointed here because the data shape is demonstrations (SFT), not preference pairs or a verifiable reward signal. What follows is the current best-practice recipe for configuring the adapter itself: which modules to target, how to size rank and alpha, what learning rate to use, and when QLoRA buys real headroom versus when it just adds risk. Dataset preparation and quali...
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7706 building-mcp-servers celigo/ai
Building MCP Servers An MCP server is a Model Context Protocol endpoint that exposes Celigo Tools and builder-mode APIs as callable tools for external AI agents and MCP clients. Concerns when building an MCP server: Endpoint identity -- unique relativeURI that forms the server's URL path Tool selection -- which Tool resources to expose, each with an MCP-compatible name API selection -- which builder-mode API resources to expose (script-mode APIs are not supported) Annotations -- MCP-standard beh...
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7707 building-flows celigo/ai
Building Flows A flow moves data from one or more source systems to one or more destination systems. It runs on a schedule, in response to events (webhooks, listeners), or when triggered by another flow. Flows are the primary way integrations get work done in Celigo. A flow has page generators (exports that fetch data) and page processors (imports and lookups that process each record). Processors run sequentially in a flat list, or conditionally through routers that branch records to different p...
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7708 building-apis celigo/ai
Building APIs An API is a RESTful endpoint that exposes integration logic for external consumption. External systems call the API over HTTP; the API processes the request through lookups and imports, then returns a structured response. Concerns when building an API: Mode selection -- builder (visual configuration) vs script (full JavaScript control) Request definition -- HTTP method, URI path, parameters, body schema, request transformation Processing pipeline -- routers and page processors (loo...
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7709 getting-started celigo/ai
CrewAI Getting Started & Architecture How to choose the right abstraction, scaffold a project, and wire everything together. MANDATORY WORKFLOW — Read This First NEVER manually create crewAI project files. Always scaffold with the CLI: crewai create flow < project_name > This is not optional . Even if you only need one crew, even if you know the file structure by heart — run the CLI first, then modify the generated files. Do NOT write main.py , crew.py , agents.yaml , tasks.yaml , or pyproject.t...
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7710 articulate ghaida/intent
Articulate Overview Every interface is a conversation. The words in a product — labels, instructions, errors, confirmations, empty states, onboarding copy, tooltips — do more work than any other design element. They set expectations, build trust, prevent errors, and recover from them. Bad copy makes good design fail. Good copy makes mediocre design work. Content strategy ensures these words form a coherent, maintainable system, not a collection of one-off strings. A voice framework means any wri...
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7711 specify ghaida/intent
Specify — Bridge Design to Engineering Overview This skill transforms design work into actionable, implementation-ready documentation. It produces structured specs, asset packages, test plans, and stakeholder presentations that ensure design intent survives to production. Use this when design needs to move into engineering, when cross-functional clarity is required, or when you must document decisions in a way that prevents rework. Skill family Specify works alongside the full Intent skill syste...
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7712 include ghaida/intent
Include — Design for Everyone Overview Accessibility is not a feature. It's not a phase. It's not something you "add" after the design is "done." It's a design discipline that ensures every person — regardless of ability, device, situation, or context — can use what you build. One billion people worldwide have a disability. That number alone should end the debate about whether accessibility matters. But accessibility is not just about permanent disability. It's about the full range of human expe...
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7713 extension-points dotnet/skills
MSBuild Extension Points How the MSBuild pipeline provides hooks for SDKs, NuGet packages, repos, and users to inject custom logic. CustomBefore / CustomAfter Hooks Every major .targets file defines import hooks: < PropertyGroup > < CustomBeforeMicrosoftCommonTargets Condition = " ' $(CustomBeforeMicrosoftCommonTargets)' == '' " > $(MSBuildExtensionsPath)\v$(MSBuildToolsVersion)\Custom.Before.Microsoft.Common.targets </ CustomBeforeMicrosoftCommonTargets > </ PropertyGroup > Show more Installs 9...
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7714 finetuning-method-selection wshobson/agents
Fine-Tuning Method Selection This is the router skill for the fine-tuning lifecycle: it decides whether fine-tuning is the right tool at all, and if so, which method and which base-model size class. Every other skill in this plugin assumes this routing already happened — start here before opening lora-qlora-recipes , preference-optimization , or grpo-rlvr-training . When to Use This Skill Show more Installs 931 Repository wshobson/agents GitHub Stars 39.1K First Seen Jul 14, 2026 Security Audits...
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7715 managing-users celigo/ai
Managing Users A user (internally called an "ashare") represents a person's access grant to a Celigo account, defining what they can see and do. Concerns when managing users: Access strategy -- choosing between account-wide access (administrator, manage, monitor) and per-integration access for least-privilege control Integration-level permissions -- granting manage or monitor access to specific integrations, optionally combined with account-wide monitor as a baseline Security enforcement -- requ...
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7716 configuring-filters celigo/ai
Configuring Filters A filter is a record gate that decides which records continue through the pipeline and which are silently dropped. Filters are configured directly on exports, imports, and flow router branches -- not as standalone resources. Concerns when configuring a filter: Placement -- where in the pipeline the filter runs (output filter on export, input filter on lookup, pre-import filter, branch routing condition) Mechanism -- expression-based rules (declarative, no code) vs. script-bas...
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7717 troubleshooting-flows celigo/ai
Troubleshooting Flows A flow is broken when it fails to move data correctly. This skill covers systematic diagnosis: identifying the problem type, isolating the failing step, inspecting errors, and resolving them. Troubleshooting concerns: Job status -- understanding what completed , failed , canceled , and retrying mean for the flow Error analysis -- grouping errors by pattern to find root causes instead of reading them one-by-one Request/response inspection -- seeing exactly what was sent and ...
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7718 configuring-guardrails celigo/ai
Configuring Guardrails A guardrail is a safety and compliance check applied to data flowing through a Celigo integration. Guardrails are stored as imports with adaptorType: "GuardrailImport" and accessed via the /v1/imports API, but they have a dedicated page in the Celigo UI. Guardrails handle three concerns: Data validation -- check records against rules before they reach downstream systems (PII detection, content moderation, or custom AI-based evaluation) Confidence tuning -- control sensitiv...
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7719 building-b2b celigo/ai
Building B2B / EDI Integrations B2B Manager is Celigo's EDI hub for exchanging structured business documents with trading partners. It handles X12 (ANSI) and EDIFACT (UN) standards over FTP, AS2, and VAN connections. An EDI integration has these Celigo-specific components: Trading partner connector -- a pre-built template (590+) defining the connection type, EDI profile defaults, and export/import field requirements for a specific trading partner EDI profile -- interchange envelope settings (ISA...
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7720 configuring-connections celigo/ai
Configuring Connections A connection is a credential and configuration object that lets Celigo communicate with an external system. Every export and import references a connection via _connectionId . Connections must be created before the resources that use them. Concerns when configuring a connection: Authentication -- choosing the right auth method (OAuth, token, basic, key-pair, certificate, etc.) and providing the correct credentials Concurrency -- how many parallel requests Celigo can make ...
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7721 building-tools celigo/ai
Building Tools A tool is Celigo's first-class reusable building block . It encapsulates logic -- lookups, imports, transforms, branching -- behind a defined input and output contract. Build it once, use it everywhere: from Flows, APIs, AI Agents, MCP Servers, and other Tools. Tool Concepts Why tools exist: Without tools, users build the same lookup-transform-import patterns repeatedly across Flows, APIs, and Agents. Tools solve this by providing a governed, composable abstraction: one definition...
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7722 configuring-lookup-caches celigo/ai
Configuring Lookup Caches A lookup cache is an in-memory key-value store managed by Celigo for fast data retrieval during integration processing. Unlike export-based lookups that query external systems per-record, lookup caches provide sub-millisecond access to pre-loaded reference data without consuming API calls. Lookup caches handle three concerns: Cache metadata -- name, integration scope, and whether data is included in templates/cloning Data management -- loading, retrieving, updating, and...
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7723 dt-migration dynatrace/dynatrace-for-ai
Smartscape Migration Skill This skill helps migrate Dynatrace classic and Gen2 entity-based DQL queries and query patterns to Smartscape-based equivalents. Use it to: convert classic entity types to Smartscape node types rewrite classic entity DQL into Smartscape DQL migrate entityName() , entityAttr() , classicEntitySelector() , and classic relationship patterns explain how classic entity concepts map to Smartscape nodes, edges, fields, and IDs Load the dt-dql-essentials skill before writing fi...
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7724 strategize ghaida/intent
Strategize — Frame the Problem Overview This skill owns the earliest, most critical phase of product design: problem framing. Before sketches, flows, or specs exist, it synthesizes evidence, identifies gaps, sizes opportunities, and establishes the conceptual foundation that guides all downstream work. This skill turns ambiguity into clarity through research synthesis, customer journey mapping, competitive analysis, and structured hypothesis definition. When to activate this skill: New projects,...
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7725 blueprint ghaida/intent
Blueprint — Construction Plan Generator Turn a one-line objective into a step-by-step construction plan that any coding agent can execute cold. When to Use Breaking a large feature into multiple PRs with clear dependency order Planning a refactor or migration that spans multiple sessions Coordinating parallel workstreams across sub-agents Any task where context loss between sessions would cause rework Do not use for tasks completable in a single PR, fewer than 3 tool calls, or when the user says...
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7726 localize ghaida/intent
Localize — Design Across Cultures Overview Localization is not translation. Translation converts words; localization adapts the experience. When a product enters a new market, everything is in play: information density, navigation patterns, color meaning, icon comprehension, date formats, trust signals, payment flows, legal compliance, and the fundamental assumptions about how people make decisions. A checkout flow designed for US consumers doesn't become a Japanese experience by translating the...
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7727 measure ghaida/intent
Measure — Define and Track Success Overview If you can't define success, you can't design for it. And if you measure the wrong thing, you'll optimize for the wrong outcome. UX measurement connects design decisions to observable evidence — did the thing we built actually help? This skill defines what to measure, how to measure it, and how to make decisions from what you learn. It bridges the gap between "we shipped it" and "it worked." But measurement is not neutral. Every metric you choose shape...
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7728 convert-blazor-server-to-webapp dotnet/skills
Convert Blazor Server App to Blazor Web App This skill helps an agent convert a pre-.NET 8 Blazor Server app into a .NET 8+ Blazor Web App. The old hosting model uses AddServerSideBlazor / MapBlazorHub with a _Host.cshtml Razor Page as the entry point. The new Blazor Web App model uses AddRazorComponents / MapRazorComponents with an App.razor root component, enabling per-component render modes, enhanced navigation, streaming rendering, and other .NET 8+ features. The converted app uses Interacti...
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7729 use-js-interop dotnet/skills
JS Interop in Blazor 1. Collocated JS Modules Always use collocated .razor.js files with export — never global window.* functions or <script> tags. // ChartPanel.razor.js — placed next to ChartPanel.razor export function initialize ( canvas , dotNetRef ) { /* ... */ } export function updateData ( points ) { /* ... */ } export function dispose ( ) { /* ... */ } Import paths: same project = "./Components/ChartPanel.razor.js" , RCL = "./_content/{AssemblyName}/..." . 2. Lifecycle Timing All JS inte...
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7730 huggingface-datasets huggingface/skills
Hugging Face Dataset Viewer Use this skill to execute read-only Dataset Viewer API calls for dataset exploration and extraction. Core workflow Optionally validate dataset availability with /is-valid . Resolve config + split with /splits . Preview with /first-rows . Paginate content with /rows using offset and length (max 100). Use /search for text matching and /filter for row predicates. Retrieve parquet links via /parquet and totals/metadata via /size and /statistics . Defaults Base URL: https:...
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7731 target-authoring dotnet/skills
Custom Target Authoring Patterns Canonical patterns from Microsoft.Common.CurrentVersion.targets in the MSBuild repository. The Three-Level Target Chain Every major entry point (Build, Rebuild, Clean) delegates to a property listing its dependencies, which chains through Before → Core → After: < PropertyGroup > < BuildDependsOn > BeforeBuild; CoreBuild; AfterBuild </ BuildDependsOn > </ PropertyGroup > Show more Installs 973 Repository dotnet/skills GitHub Stars 5.3K First Seen May 22, 2026 Secu...
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7732 muapi-ugc-video-factory samuraigpt/generative-media-skills
UGC Video Factory Turn a person photo + product photo (+ optional script & environment) into a vertical 9:16 UGC-style video ad with native dialogue audio. A three-stage pipeline: GPT writes a director-grade ultra-realistic lifestyle photography prompt from your inputs. Nano-Banana Pro Edit fuses the person + product into a single hero photo (1K, 9:16). Seedance 2.0 VIP Image-to-Video animates the hero photo into a 10s vertical UGC clip with synced spoken audio. Inputs Name Type Required Default...
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7733 control-ui cursor/plugins
Control UI Use local browser automation to verify UI behavior with evidence. First reuse the repo's own Playwright, browser, or Electron harness if it exists; otherwise assemble a temporary local harness around the app's dev server or Chromium debug port. What It Is Used For Reproducing UI bugs that depend on real browser focus, keyboard input, scrolling, resizing, or rendering. Verifying visual or accessibility changes with screenshots and snapshots. Checking local web, IDE, or Electron behavio...
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7734 illustration-style owl-listener/designer-skills
Illustration Style You are an expert in defining illustration systems that support product communication and brand identity. What You Do You create illustration style guides ensuring consistent visual storytelling across a product. Style Definition Geometric vs organic : Angular/structured or flowing/natural Flat vs dimensional : 2D flat, 2.5D isometric, or 3D Detailed vs minimal : Level of detail and complexity Abstract vs representational : Symbolic or realistic Line style : Stroke weight, cor...
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7735 control-cli cursor/plugins
Control CLI Use a repeatable local harness to exercise an interactive CLI instead of poking at it manually. First reuse the repo's own test/demo harness if it exists; otherwise assemble a temporary harness from standard local tools. What It Is Used For Reproducing CLI/TUI bugs with deterministic input. Verifying keyboard flows, prompts, interrupts, resize behavior, and terminal layout. Capturing before/after transcripts for bug fixes. Profiling startup time, slow operations, hangs, or memory gro...
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7736 philosopher ghaida/intent
The Philosopher — Sit With the Problem Overview A cross-cutting cognitive mode that shifts how you reason — not how you sound. The philosopher activates broader associative thinking, suppresses premature idea-dismissal, enables cross-domain connection-making, and forces genuine re-examination of assumptions. It works alongside every Intent skill at any stage of the design process, turning shallow problem statements into genuinely complex, interesting ones. When to activate: when a designer says ...
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7737 transpose ghaida/intent
Transpose — Adapt Across Contexts Overview Responsive design is a layout concern. Transposition is a UX concern. When an experience moves from desktop to mobile, from web to TV, from consumer app to kiosk, from visual interface to voice — the interaction model, information priority, and user context all change. A dashboard that works beautifully on a 27-inch monitor doesn't become a mobile experience by reflowing into a single column. A checkout flow designed for keyboard and mouse doesn't becom...
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7738 fxmacrodata-calendar tradermonty/claude-trading-skills
FXMacroData Calendar Retrieve official-source macro release-calendar events from FXMacroData. Use this skill when a trade plan needs event timing, confirmed release dates, or a top-tier macro risk check. Workflow Run the calendar script: python3 skills/fxmacrodata-calendar/scripts/fetch_calendar.py --currency usd --min-tier 1 Review events[] for top-tier releases. Show more Installs 1.0K Repository tradermonty/cla…g-skills GitHub Stars 2.8K First Seen Jul 21, 2026 Security Audits Gen Agent Trust...
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7739 preference-optimization wshobson/agents
Preference Optimization This skill assumes finetuning-method-selection already routed here because the data shape is preference pairs or unpaired thumbs-up/down feedback, not demonstrations (that's lora-qlora-recipes ) or a verifiable reward signal (that's grpo-rlvr-training ). What follows is method selection among the DPO family, the evidence for how much that selection actually matters, the production training pattern, and how to build the pairs in the first place. Show more Installs 938 Repo...
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7740 support-prerendering dotnet/skills
Support Prerendering How Prerendering Works Prerendering is on by default for all interactive render modes. The server renders the component as static HTML and ships it to the browser immediately. Then the interactive runtime (Server/WebAssembly) loads and re-renders the component with full interactivity. This means: OnInitializedAsync runs twice — once during prerender (static), once when the interactive runtime attaches. OnAfterRenderAsync is NOT called during prerender — only after the intera...
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7741 pr-review-canvas cursor/plugins
PR Review Canvas Generate an interactive HTML review of a GitHub PR that reads like a peer walking you through what matters. Workflow 1. Fetch PR data Run these gh api calls in parallel: gh api repos/ { owner } / { repo } /pulls/ { number } --jq '{title, body, user: .user.login, state, additions, deletions, changed_files, base: .base.ref, head: .head.ref}' gh api repos/ { owner } / { repo } /pulls/ { number } /files --paginate --jq '.[] | {filename, status, additions, deletions, patch}' gh api r...
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7742 axiom-alerting axiomhq/skills
Axiom Alerting You manage alerting in Axiom end-to-end: notifiers for routing and monitors for detection. API Overview Base URL: https://api.axiom.co/v2/ with Bearer token auth from .axiom.toml (project root or ~/.axiom.toml ). Monitors ( /v2/monitors ) Operation Method Path List GET /v2/monitors Get GET /v2/monitors/{id} History GET /v2/monitors/{id}/history Create POST /v2/monitors Update PUT /v2/monitors/{id} Delete DELETE /v2/monitors/{id} Show more Installs 835 Repository axiomhq/skills Git...
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7743 ddd codewithmukesh/dotnet-claude-kit
Domain-Driven Design (DDD) Core Principles Aggregates define consistency boundaries — An aggregate is a cluster of entities and value objects treated as a single unit for data changes. All invariants within an aggregate are enforced in a single transaction. Cross-aggregate consistency is eventual. Value objects over primitives — Replace primitive obsession with value objects. Money , EmailAddress , OrderNumber are not strings — they carry validation, equality, and behavior. Use C records for imm...
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7744 how backnotprop/pstack
How Explore the codebase to answer "how does X work?" questions. Produce clear architectural explanations at the level of a senior engineer onboarding onto a subsystem. Enough to build a working mental model, not annotated source code. Two modes: Explain (default). Explore the codebase and produce a clear explanation Critique. Explain first, then spawn multiple models to independently identify architectural issues Explain Mode Step 1. Understand the Question and Assess Complexity Parse what the ...
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7745 quantized-export wshobson/agents
Quantized Export The last stop after checkpoint-promotion hands off a PROMOTE verdict: a checkpoint that cleared the four-stage gate still isn't deployed until it's exported in the right format for its target runtime and proven to still work post-export. A REJECT verdict never reaches this skill — export starts only from a promoted checkpoint. Show more Installs 940 Repository wshobson/agents GitHub Stars 39.1K First Seen Jul 14, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pas...
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7746 checkpoint-promotion wshobson/agents
Checkpoint Promotion The Phase 5 gate for the whole plugin: a checkpoint that trains cleanly and beats its task metric still doesn't ship without clearing all four stages below. eval-harness-first built the suite re-run here — this skill is where that suite's baseline decides something. Show more Installs 939 Repository wshobson/agents GitHub Stars 39.1K First Seen Jul 14, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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7747 why backnotprop/pstack
Why Investigate the motivation and intent behind code. Why was it built this way? What edge cases were considered? What product, business, or operational constraints shaped the design? What alternatives were rejected, and why? Companion to the how skill. how answers what the code does and how it works. why answers what forces led to its shape. How this skill works Historical context spreads across seven evidence categories: source control history, issue or ticket tracking, long-form documents, r...
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7748 owasp-security agamm/claude-code-owasp
OWASP Top 10 Security Prevent common security vulnerabilities in web applications. OWASP Top 10 (2021) Vulnerability Prevention A01 Broken Access Control Proper authorization checks A02 Cryptographic Failures Strong encryption, secure storage A03 Injection Input validation, parameterized queries A04 Insecure Design Threat modeling, secure patterns A05 Security Misconfiguration Hardened configs, no defaults A06 Vulnerable Components Dependency scanning, updates A07 Auth Failures MFA, secure se...
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7749 setup-local-sdk dotnet/skills
setup-local-sdk Purpose Guide the user through installing a .NET SDK into a project-local .dotnet/ directory and wiring it up via the global.json paths feature (.NET 10+). The examples use .NET 11, but this works with any version — prerelease or stable. The result is a fully isolated SDK that: Does not modify the system-wide .NET installation. Is picked up automatically by dotnet commands from the project root. Can be deleted to revert ( rm -rf .dotnet/ or Remove-Item -Recurse -Force .\.dotnet )...
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7750 serilog codewithmukesh/dotnet-claude-kit
Serilog Core Principles Two-stage initialization — Create a bootstrap logger for startup, then replace it with the full logger after DI is ready. This captures startup errors that would otherwise be lost. AddSerilog() over UseSerilog() — Use builder.Services.AddSerilog() (the modern API) instead of builder.Host.UseSerilog() . It integrates with DI services via ReadFrom.Services(services) . Message templates, not interpolation — {PropertyName} syntax creates structured data that can be queried. S...
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