Product & Planning

maslennikov-anton Bundle

Управлять продуктовым выбором: vision, MVP, backlog, priority, hypotheses, value, success metrics, scope; not detailed requirements or engineering plan.

maslennikov-anton Bundle

Use before multi-step implementation when an executable engineering plan is needed: exact files, small steps, verification; not roadmap/backlog.

majesticlabs-dev Bundle

Implement MCP server authentication with OAuth Dynamic Client Registration (RFC 7591), Authorization Server Metadata Discovery (RFC 8414), and per-agent credential support. Use when building admin UIs that let users connect to third-party MCP servers using OAuth (Linear, Sentry, Granola), bearer tokens (Render, custom APIs), or API keys. Covers metadata discovery, client registration, PKCE authorization, token exchange, token refresh, tool sync, and credential storage patterns.

openlinksoftware Bundle

Manage, explore, and troubleshoot OPML, RSS, and Atom news feeds using predefined SPARQL/SPASQL queries against OpenLink's linked-data infrastructure. Use this skill whenever the user wants to explore an OPML or RSS/Atom feed URL, retrieve the latest news posts from a feed, diagnose feed processing issues, or configure feed-related settings. Also handles feed auto-discovery when the user provides a plain web page URL — detects feeds via HTML <link rel="alternate"> tags, HTTP Link headers, and common path conventions. Trigger on phrases like "Explore the OPML news source", "Explore the RSS or Atom news source", "Explore the latest edition of", "Discover feeds at", "Find RSS feeds on", or any request referencing OPML/RSS/Atom feed URLs. Full query templates are in references/query-templates.md — load that file before executing any predefined query.

openlinksoftware Bundle

Generate valid RSS 2.0 or Atom 1.0 feeds from web pages that contain post lists but lack a native feed. Triggers on phrases like "generate a feed for", "create an RSS feed from", "make an Atom feed for", "this page has no RSS", or any request to produce a feed URL or feed XML from a blog/news/post-list page. The skill fetches the page, extracts post metadata, and outputs well-formed feed XML plus a self-hostable HTML wrapper with an embedded feed discovery link tag.

openlinksoftware Bundle

Build, deploy, update, or troubleshoot a Virtuoso Server Pages weblog generated from a Virtuoso WebDAV collection of HTML or Markdown documents. Use for VSP weblog engine setup checks, SQL bootstrap via Virtuoso isql or isql over TLS/WebID, VSP weblog templates, RSS/Atom feed discovery, AtomPub links, scoped full-text search, calendar date filtering, schema:category facets, category metadata application, and post publication via WebDAV copying of HTML, Markdown, and asset folders including mTLS and On-Behalf-Of delegation.

openlinksoftware Bundle

Technical support and database management for OpenLink Virtuoso Server with RDF Views generation, SPARQL queries, and comprehensive database operations. Provides assistance with installation, configuration, troubleshooting, RDF data management, SQL/SPARQL/GraphQL queries, automated RDF Views generation from relational database tables, entity discovery, and metadata management using 23 specialized MCP tools.

openlinksoftware Bundle

Comprehensive toolkit for URIBurner MCP Server enabling semantic data discovery, Knowledge Graph exploration, SPARQL/SQL query execution, RDF sponging, and database management. Use native MCP tools for queries; ChatPromptComplete only when user explicitly requests Gemini-powered analysis.

ai-creed Bundle

Use when verifying that corpus discovery reports skipped directories.

ai-creed Bundle

Use when verifying corpus discovery against a clean fixture pair.

ai-creed Bundle

Use when verifying corpus discovery against a clean fixture pair.

1t1scool Skill

Create or update a project roadmap with major milestones. Generates the configured roadmap artifact (default .ai-factory/ROADMAP.md) — a strategic checklist of high-level goals. Use when user says "roadmap", "project plan", "milestones", or "what to build next".

1t1scool Skill

Генерирует список актуальных задач по проекту в кратком формате «дата + bullets». Читает ROADMAP, планы, git-историю и контекст сессии. Использовать когда пользователь пишет "/project-backlog", "что ещё сделать", "список задач", "бэклог", "/backlog".

s3yed Skill

Use when defining or repricing a consulting/agency/coaching offer (DWY/DFY/DIY), positioning a service, packaging tiers, or running discovery before building a landing page or sales script - turns a vague service into a positioned, value-priced offer with a deliverables list. Source - Grow Acquisition 3.0 (Nikk Kleinherenbrink), distilled for Weblyfe.

hibra999 Bundle

Use STUMPY for time-series pattern search, motif discovery, matrix profiles, nearest-neighbor subsequence search, query matching with stumpy.match or stumpy.mass, motif discovery with stump/motifs, multidimensional motifs with mstump/mmotifs, MPdist similarity for clustering, snippets, semantic segmentation, shapelet discovery, streaming matrix profiles, Dask/Ray/GPU scaling, and leakage-aware time-series pattern validation.

hibra999 Bundle

Prepare, validate, diagnose, and split time-series datasets before forecasting or other ordered time-series work, then write problem-summary.txt for skill routing. Use this skill whenever an agent must define the problem and dataset, identify time and target columns, validate frequency and panel structure, handle gaps/missing values/outliers/exogenous variables, create temporal splits/backtests, and prevent data leakage before modeling, detection, discovery, or aggregation.

hibra999 Bundle

Read a validated problem-summary.txt and skills.catalog.yaml to recommend the smallest ordered sequence of repository skills for forecasting, classification, pattern discovery, feature aggregation, change point detection, or anomaly detection. Use this skill after a data-preparation skill has documented the problem, dataset, variables, validation plan, constraints, readiness, and leakage risks, or whenever an agent must choose and order skills from this repository without redundant library alternatives.

x-cmd Skill

x-cmd skill0 子技能的根索引。定义 OKR 风格的 agent 工作流（目标 → 规则验证的结果 → 执行）、技能发现与 agent 工具偏好。风格：原则先行、简洁，具体细节委托给权威外部来源。

x-cmd Skill

x-cmd 模块 / 命令 / 子命令的命名框架。主观 + 场景驱动；本 skill 是一个薄壳，不是规则手册。三层结构： 调研（目标）、naming.<user-task>.yml（OKR + 会话记录，是一份 .rule 文件）、naming.okr-creator.yml（对会话进行审计的 meta-rule）。

mturac Bundle

Translate PRD intent, roadmap asks, or product discussions into an implementation-ready capability plan that exposes constraints, invariants, interfaces, and unresolved decisions before multi-service work starts. Use when the user needs an ecc-native PRD-to-SRS lane instead of vague planning prose.

kaiohenricunha Bundle

Grade implementation plans on a 0-10 scale without mutating the workspace. Accepts plan files, quoted inline plans, or best-effort latest-plan discovery for Claude, Codex, Copilot, and Gemini.

jorgeasaurus Skill

Build polished, maintainable PowerShell 7 terminal user interfaces with the PwshSpectreConsole module, including Spectre.Console prompts, tables, markup, status spinners, progress bars, demo discovery, and safe fallbacks.

devguyrash Bundle

Batch-mend accumulated friction: cluster open events, root-cause them, fix the artifacts and instructions that misled, record resolutions, and distill recurring traps into known-traps.md. Use when the user asks to: (1) Review or triage an existing friction corpus, backlog, or dashboard, (2) Mend, resolve, or close logged friction events, (3) Distill or refresh known-traps.md, or (4) Work through friction accumulated across sessions. Do not use for logging new incidents (that is friction-diagnostics) or for reviewing the plugin's own implementation.

devguyrash Bundle

Review existing Agent Skills and plugins for instruction quality, discovery, dependencies, portability, executable behavior, and useful completion.

mturac Skill

Laravel プラグイン検出、パッケージ管理、依存関係解決、およびサービスプロバイダ統合。

skywatch-bsky Skill

Topic-based incident search with relevance scoring and content classification for AT Protocol investigations. Expands search topics into keyword strategies, classifies results by content type and incident confirmation, and produces geographically grouped output. Use when investigating incidents by topic during Phase 1 (Discovery) or as a standalone search.

skywatch-bsky Bundle

Six-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting. Covers tool selection, signal identification, evidence standards, and directory conventions. Use when conducting or planning investigations.

skywatch-bsky Skill

Topic-based incident search with relevance scoring and content classification for AT Protocol investigations. Expands search topics into keyword strategies, classifies results by content type and incident confirmation, and produces geographically grouped output. Use when investigating incidents by topic during Phase 1 (Discovery) or as a standalone search.

skywatch-bsky Bundle

Six-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting. Covers tool selection, signal identification, evidence standards, and directory conventions. Use when conducting or planning investigations.

saddss Skill

Two-axis branch review — Standards (CONTRIBUTING.md, CONTEXT, ADRs) and Spec (issue/PRD/plan). Runs parallel sub-agents on git diff. Use before PR, when reviewing a branch, or after implementing routing/benchmark/harness changes.

saddss Skill

Break a plan, spec, or PRD into independently-grabbable GitHub issues using tracer-bullet vertical slices. Use when converting a plan into issues, splitting a benchmark study / routing feature / multi-PR infra work into tickets, or preparing AFK-agent-ready tasks.

dtsong Skill

Use when applying STRIDE threat modeling to identify security risks in proposed features. Covers trust boundary mapping, data flow analysis, threat rating, mitigation proposals, and residual risk documentation. Do not use for failure scenario discovery (use failure-mode-analysis) or boundary value testing (use edge-case-enumeration).

dtsong Skill

Use when defining minimum viable scope for a product or feature launch. Covers MoSCoW prioritization, value-effort matrix analysis, MVP cut-line definition, and phased roadmap planning. Do not use for quantified feature comparison (use impact-estimation) or measurement instrumentation (use analytics-design).

dtsong Skill

Use when analyzing an existing codebase for architecture, tech stack, conventions, and infrastructure. Covers project structure mapping, data model discovery, integration point cataloging, and constraint identification. Do not use for schema changes (use schema-design) or API contract definition (use api-design).

dtsong Skill

Use when systematically identifying failure scenarios for proposed features and infrastructure changes. Covers component enumeration, failure mode discovery, cascade analysis, mitigation design, monitoring signals, and rollback planning. Do not use for security threat modeling (use threat-model) or input boundary testing (use edge-case-enumeration).

arfar-x Skill

Turns a feature brief into a complete Product Requirement Document (PRD) and saves it under docs/PRDs/ -- never implements the request, only documents it. Also maintains CURRENT_STATE.md, a minimal navigation map of PRD implementation status. Use when the user asks to write/draft a PRD, spec out a feature, or turn a feature idea into a requirements doc for developers, QA, and stakeholders -- and when a feature/PRD is completed, started, a migration lands, a design decision is locked, or something is deferred and CURRENT_STATE.md needs updating.