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- ▌ Sqldb Authoring CLI · tuyv bundleCreate and manage SQL database in Fabric items, author T-SQL DDL/DML with constraints, foreign keys, triggers, indexes, and vector columns. Deploy schema via SqlPackage (.dacpac/.bacpac), configure source control, CI/CD, and GraphQL APIs. Triggers: "sql database in Fabric create table sqlcmd ddl", "sql database in Fabric primary key default getdate sqlcmd", "create sqldb item", "create table sqldb ddl", "sqldb foreign key constraint", "sqldb stored procedure", "sqldb trigger create", "sqldb vector column", "SqlPackage dacpac deploy sqldb", "bacpac sqldb", "sqldb source control", "graphql api sqldb", "sqldb collation set", "sp_invoke_external_rest_endpoint".
- ▌ Sqldw Authoring CLI · tuyv bundleExecute authoring T-SQL (DDL, DML, data ingestion, transactions, schema changes) against Microsoft Fabric Data Warehouse and SQL endpoints via the MCP `fabric-sqlendpoint-execute_query` tool. Use when the user wants to: (1) create/alter/drop tables, (2) insert/update/delete/merge data, (3) run COPY INTO or OPENROWSET ingestion, (4) manage transactions or stored procedures, (5) perform schema evolution, (6) use time travel or snapshots, (7) generate ETL/ELT workflows, (8) create views/functions/procedures on Lakehouse SQLEP. Triggers: "create table in warehouse", "insert data via T-SQL", "load from ADLS", "COPY INTO", "run ETL with T-SQL", "alter warehouse table", "upsert with T-SQL", "merge into warehouse", "create T-SQL procedure", "warehouse time travel", "recover deleted warehouse data", "create warehouse schema", "deploy warehouse", "transaction conflict", "snapshot isolation error".
- ▌ Harness Moaiadk Best Practices · tuyv bundlemoai-adk-go best-practices reference for the 4 harness specialists (cli-template-specialist, quality-specialist, workflow-specialist, hook-ci-specialist). Covers TRUST 5 gates, Go test isolation (t.TempDir, no OTEL env in parallel tests), hardcoding-prevention rules (env constants in envkeys.go, thresholds in defaults.go), the AskUserQuestion orchestrator-only boundary, the deferred-tool preload rule, the archived-agent rejection contract, and verification-claim integrity. Loaded by the specialists when authoring or reviewing moai-adk-go code.
- ▌ Autopilot Pane Control · tuyv bundleOpenAgents desktop pane and CAD control for Codex via openagents.* tool calls.
- ▌ Tool Note And Vote · tuyv bundleStructured group-decision mechanic that captures silent ideation, voting summaries, and Decider sign-off in a single bundled artifact. Use when a small team needs to make a fast decision with diverse input, when groupthink is a risk, or when a workshop moment demands silent contribution before discussion. Applicable to Foundation Sprint, Design Sprint, and any participatory decision context.
- ▌ Cleanup Slop · tuyv bundleStrip AI slop, narration comments, restated-code comments, in-motion notes, and stub markers. Preserves comments that explain WHY (workarounds, invariants, surprising behavior). Comment-only changes — never touches code logic. Use when the user asks to remove AI slop, clean up comments, strip narration, or remove unhelpful comments. Example queries — "remove the AI slop", "strip the narration comments", "clean up unhelpful comments", "delete the comments that just restate the code".
- ▌ Finish Setup · tuyv bundleFinish provisioning a freshly scaffolded SaaS project using the MCP servers wired by agent.json (Neon, Stripe, Resend, PostHog, GitHub). Verifies env vars, creates Stripe products matching the billing plans, checks database migrations, walks email-domain DNS, and confirms analytics. Use when the user says "finish setup", "provision the project", "set up stripe/the database", or after scaffolding a new project.
- ▌ Linkedin Repurposer · tuyv bundleRepurpose existing content into a native LinkedIn post. Take a tweet, thread, YouTube video, blog, or newsletter and rebuild it for LinkedIn: re-hook before the fold, expand to the 900 to 1300 char sweet spot, add whitespace and a CTA, move links to the first comment, run the humanizer, publish via Publora on approval. Not for writing from scratch (use linkedin-post-writer), not for auditing a draft (use linkedin-humanizer --mode audit).
- ▌ Alert Manager · tuyv bundleUse when the user asks to "set SEO alerts" or "排名掉了提醒我"; configures threshold notifications for FUTURE ranking, traffic, technical, and competitor changes. Not for one-time measurement or reporting — use rank-tracker or performance-reporter. SEO预警/排名监控
- ▌ Serp Analysis · tuyv bundleUse when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research. SERP分析/搜索结果
- ▌ Knowledge Organize · tuyv bundleHelp organize, link, and maintain the Basic Memory knowledge graph - find orphan notes, suggest relations, identify duplicates, and improve overall knowledge structure
- ▌ Composiohq Composio Building Agents Using Crewai · tuyv bundleBuilding Agents using CrewAI with Composio
- ▌ Composiohq Composio Building Agents Using Google · tuyv bundleBuilding Agents using Google Gemini with Composio
- ▌ Composiohq Composio Building Agents Using Mastra · tuyv bundleBuilding Agents using Mastra with Composio
- ▌ Composiohq Composio Building Agents Using Openai · tuyv bundleBuilding Agents using OpenAI with Composio
- ▌ Composiohq Composio Building Agents Using Vercel · tuyv bundleBuilding Agents using Vercel AI SDK with Composio
- ▌ Agent Platform Alert Configuration · tuyv bundleConfigures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. Use when analyzing, writing, or deploying alerting policies to monitor agent latency, error rates, token usage, and quality metrics. Don't use for standard infrastructure monitoring unrelated to AI agents, or when the agent is not instrumented with OpenTelemetry (for Reliability, Cost, Safety, Security alerts). NOTE: Reliability, Cost, Safety, and Security alerts use generic OTel metrics and work across runtimes (such as Cloud Run, Vertex AI). Quality alerts rely on Vertex AI Online Monitors and are strictly bound to Vertex AI deployments.
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- ▌ Spark Operations CLI · tuyv bundleDiagnose failed Spark jobs, unhealthy Livy sessions, and performance bottlenecks in Microsoft Fabric via read-only CLI triage. Use ONLY for FAILED/unhealthy runs; running a notebook and reporting its success status is `spark-authoring-cli`. Use when the user wants to: (1) diagnose why a Spark job, notebook run, or Lakehouse job failed, (2) triage stuck or dead Livy sessions, (3) identify OOM, shuffle spill, or data skew, (4) retrieve driver/executor logs or Spark Advisor findings, (5) copy event logs and start a local Spark History Server, (6) diagnose Spark activities in a failed pipeline run. Triggers: "diagnose my failed notebook", "why did my spark job fail", "triage spark failure", "diagnose pipeline run failure", "why did my pipeline fail", "livy session stuck in starting", "spark executor OOM", "check spark advisor findings", "shuffle spill diagnosis", "why did my lakehouse job fail", "diagnose lakehouse table load", "data skew diagnosis", "open spark history server locally", "spark job triage".
- ▌ Sqldb Operations CLI · tuyv bundleDiagnose SQL database in Fabric performance over TDS using Query Store, DMVs, sys.dm_db_resource_stats, and Extended Events on the OLTP endpoint. Identifies the top resource-consuming, slowest, or most expensive queries and handles query-performance ranking, blocking-chain, missing-index, and plan-regression diagnostics. For routine data queries use the sqldb-consumption-cli skill; for schema changes use the sqldb-authoring-cli skill. Triggers: "query store slow query analysis sqldb top queries", "top resource-consuming queries from query store sqldb", "slowest queries sql database in Fabric query store", "most expensive queries sqldb query store", "sql database in Fabric blocked sessions head blocker chain sqlcmd", "sqldb missing index recommendation", "sqldb regressed plan instability sqlcmd", "sqldb extended events trace".
- ▌ Sqldw Operations CLI · tuyv bundleAnalyze Fabric Data Warehouse performance via the MCP execute_query tool and queryinsights views. Diagnose slow queries, SQL pool pressure, cache coldness, and recommend clustering keys. Triggers: "DW slow query analysis", "slowest queries warehouse", "queryinsights long running", "warehouse CPU resource consumers", "SQL pool pressure window", "pressure events warehouse", "DW cache warmth cold start", "cache warmth analysis", "warehouse cluster key recommendation", "cluster tables performance", "DW performance baseline comparison", "performance degraded warehouse", "warehouse user query patterns", "queryinsights diagnostics", "DW optimization MCP".
- ▌ Assurancespec Authoring · tuyv bundleAuthor or refine a deterministic, digest-bound AssuranceSpec proposal with explicit obligations, oracles, falsifiers, seams, environments, and honest design gaps.
- ▌ Cleanup Types · tuyv bundleFind duplicated or fragmented type/interface definitions across files and consolidate to a shared types module. TypeScript-first; also handles Python dataclasses/TypedDicts and Go structs. Use when the user asks to consolidate types, find duplicate interfaces, or organize type definitions. Example queries — "consolidate our types", "find duplicate interfaces", "this same type is defined in three files", "organize the type definitions".
- ▌ Linkedin Interviewer · tuyv bundleInterview the user for the raw material their posts are made of. Builds a lasting Story Bank of roles, numbers, turning points, scars and positions, or runs a focused interview that turns one topic into a post spine. Use when a draft has nothing concrete to draw on, or the user says interview me. Not for learning how they write (use linkedin-humanizer --mode profile).
- ▌ Linkedin Post Writer · tuyv bundleDraft a new LinkedIn post from scratch using one of 20 2026 hook formulas (anaphora, R.I.P., time-anchor, curiosity-gap, contrarian, controlled A/B, false-binary, and more) plus a founders-edition angle library, picked by engagement goal (comments, reposts, likes, saves). Runs the humanizer pass and schedules via Publora on approval. Use to write a post, find a hook or proven format, or get founder-specific angles. Not for reviewing existing drafts (use linkedin-humanizer --mode audit).
- ▌ Debug Companions Prod · tuyv bundleRead-only production debugging for the Companions runtime on Railway and box.ascii.dev. Use when production box launches fail, a chat dies or stalls while waiting for input, turns sit queued or interrupted, a Companion appears to reply forever, /healthz is unhealthy, or an operator needs Railway deployment status, redacted runtime logs, provider Box inventory, or named read-only PostgreSQL runtime queries. Every script redacts credentials; the only mutation is a double-gated service restart.
- ▌ Aspire · tuyv bundle**WORKFLOW SKILL** - Top-level router for Aspire 13.5 distributed apps. Detects the AppHost, enforces safety guardrails, and routes to the right sub-skill. USE FOR: Aspire AppHost detected, aspire CLI, distributed app, cloud-native .NET, aspire start, aspire stop, aspire resource, aspire deploy, aspire destroy, aspire publish, aspire init, aspire new, aspire add, aspire integration list/search, aspire wait, aspire describe, aspire ps, aspire dashboard run, aspire doctor, aspire update, aspire logs, aspire otel, --include-hidden, aspireify, WithBrowserLogs, custom dashboard/resource commands, .aspire/modules recovery, Playwright URL discovery. DO NOT USE FOR: non-Aspire .NET projects (use dotnet directly), Azure provisioning without Aspire (use azure-prepare), container-only repos with no AppHost, ordinary build/test tasks. INVOKES: aspire-init, aspireify, aspire-orchestration, aspire-deployment, aspire-monitoring. FOR SINGLE OPERATIONS: Route directly to the matching sub-skill.
- ▌ Composiohq Composio Building Agents Using Autogen · tuyv bundleBuilding Agents using Microsoft AutoGen with Composio
- ▌ Video Content Engine · tuyv bundleDiagnose and transform any authorized video URL, upload, recording, transcript, podcast, interview, presentation, screen recording, webinar, ad, or published video into the strongest justified content portfolio. Use for video audits, format recommendations, long-form editing, mid-form explainers, Shorts and Reels, teasers, tutorials, case studies, paid cutdowns, captions, packaging, delivery, or publication preparation.
- ▌ Suede Deslop · tuyv bundleSuede Slop Stop: Suede Labs context-aware anti-slop pass for finished prose. Find or remove generic filler, manufactured emphasis, false agency, formulaic structure, chat and draft residue, and formatting applied by rule, without flattening the author's voice. Use before copy, a README, an email, a social post, or a doc ships; after a long assisted-writing session; or for a findings-only slop audit. NOT FOR: writing new copy (use suede-copy); deciding whether a person or model wrote text; changing or certifying facts, which require primary evidence.
- ▌ Spark Consumption CLI · tuyv bundleInteractive ad-hoc Spark analysis through Fabric Lakehouse Livy API sessions ONLY. This skill NEVER authors or runs a notebook: any notebook cell (%%sql/%%configure) or a notebook-run-by-name (and reporting its run status) is `spark-authoring-cli`, not this skill. Scope: create a Livy session, execute PySpark, inspect output, and compute quick calculations over lakehouse data (DataFrames, cross-lakehouse joins, Delta time-travel, unstructured/JSON). For Spark failure triage use `spark-operations-cli`; for plain T-SQL Lakehouse/Warehouse queries use `sqldw-consumption-cli`. Triggers: "create Livy session", "run Livy calculation", "Livy session calculation", "interactive Livy session", "PySpark", "analyze with PySpark", "Spark DataFrame", "lakehouse with Python", "PySpark data quality", "Delta time-travel with Spark", "join tables across Lakehouses".
- ▌ Sqldb Consumption CLI · tuyv bundleQuery SQL database in Fabric via sqlcmd: interactive exploration, vector similarity, JSON, temporal queries, and security policy inspection on the OLTP and SQL analytics endpoints. For schema changes see the sqldb-authoring-cli skill. Triggers: "sql database in Fabric query sys.tables sqlcmd", "sql database in Fabric system view list user tables sqlcmd", "list user tables sqldb", "sys.tables sqldb", "explore sqldb schema", "vector similarity sqldb", "RAG embedding sqldb", "row level security sqldb inspect", "audit log sqldb inspect", "chat with sqldb", "export sqldb rows", "temporal as of sqldb", "json openrowset sqldb".
- ▌ Sqldw Consumption CLI · tuyv bundleExecute read-only T-SQL queries against Fabric Data Warehouse, Lakehouse SQL Endpoints, and Mirrored Databases via the MCP `fabric-sqlendpoint-execute_query` tool. Default skill for any lakehouse data query (row counts, SELECT, filtering, aggregation) unless the user explicitly requests PySpark or Spark DataFrames. Use when the user wants to: (1) query warehouse/lakehouse data, (2) count rows or explore lakehouse tables, (3) discover schemas/columns, (4) generate T-SQL scripts, (5) monitor SQL performance, (6) export results to CSV/JSON. For a Fabric notebook cell (%%sql or other notebook magics), use `spark-authoring-cli`, not this skill. Triggers: "warehouse", "SQL query", "T-SQL", "query warehouse", "show warehouse tables", "show lakehouse tables", "query lakehouse", "lakehouse table", "how many rows", "count rows", "SQL endpoint", "describe warehouse schema", "generate T-SQL script", "warehouse performance", "export SQL data", "connect to warehouse", "lakehouse data", "explore lakehouse".
- ▌ Tax Workflow Base · tuyv bundleWorkflow-only base skill for regulated-domain classification. Defines the three-state contract (clean / conservative-default-with-flag / refuse), the conservative-defaults principle, the citation discipline, the structured-question form, and the reviewer-attention output contract. Contains no tax content, no rates, no thresholds, no jurisdiction-specific rules. MUST be loaded alongside at least one content skill (e.g., classifying-tax-transactions) that supplies the actual rules and the current year's figures. Loading this skill alone is a configuration error and Claude must refuse to proceed.
- ▌ Cleanup Cycles · tuyv bundleDetect and untangle circular dependencies. Runs madge/skott (TS), pycycle (Py), or compiler-only checks (Go/Rust). Auto-fixes leaf-extractable cycles; reports core cycles for human review. Use when the user asks to find circular imports, fix dependency cycles, or untangle module graph. Example queries — "find circular imports", "fix dependency cycles", "untangle our module graph", "why is madge complaining".
- ▌ Cleanup Dedupe · tuyv bundleDetect duplicated code blocks and refactor to DRY where it reduces complexity. Runs jscpd (multi-language), filters by signal-to-noise, and auto-extracts only token-identical blocks ≥30 LOC. Use when the user asks to deduplicate, DRY up, find copy-paste, or consolidate repeated logic. Example queries — "DRY this up", "find copy-paste in the codebase", "consolidate repeated logic", "where are the duplicated blocks".
- ▌ Cleanup Legacy · tuyv bundleFind and remove deprecated, legacy, and fallback code paths with zero callers. Verifies callers via repo grep + LSP before deletion. Removes unreachable fallback branches. Use when the user asks to remove deprecated code, clean up legacy paths, drop fallbacks, or simplify code branches. Example queries — "remove the deprecated API", "drop the v1 fallback", "this code is marked legacy, kill it", "simplify these branches".
- ▌ Cleanup Unused · tuyv bundleDetect and delete unused code, exports, files, and dependencies. Runs knip/vulture/staticcheck/cargo-machete appropriate to the language, writes a critical assessment, and auto-applies HIGH-confidence deletions. Use when the user asks to remove dead code, find unused exports, clean up dependencies, or run dead-code analysis. Example queries — "find dead code", "what's unused in this repo", "are there unused npm deps", "kill the cruft".
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- ▌ Kotlin Flow State Event Modeling · tuyv bundleUse when writing or reviewing Kotlin Flow state and event APIs with StateFlow, MutableStateFlow.update, SharedFlow, Channel, stateIn, SharingStarted, .value, receiveAsFlow, one-shot events, or sentinel initial values.
- ▌ IOS Simulator Skill · tuyv bundle29 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.
- ▌ Autopilot Data Seller CLI · tuyv bundleShell-first OpenAgents DS-first Data Market packaging and publication workflow using the deterministic packaging helper, autopilotctl, and the no-window headless runtime.
- ▌ Linkedin Reply Handler · tuyv bundleDraft a reply to one LinkedIn comment from its URL, or sweep a whole thread from just the post URL and draft a reply to every comment worth answering, in one batch. Use for replying to a comment, following an author reply, or clearing all comments on a post. Resolves the correct parentComment (LinkedIn flattens threads to 2 levels), filters low-value comments before a sweep, and posts via Publora on approval. Not for top-level comments (use linkedin-comment-drafter).
- ▌ Keyword Research · tuyv bundleUse when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题
- ▌ Basic Machines Review · tuyv bundleUse when reviewing Basic Machines code for house style, architecture risk, pre-merge hardening, or whether a change fits basic-memory/basic-memory-cloud conventions.
- ▌ Continue Conversation · tuyv bundleResume previous work by building context from Basic Memory knowledge graph using memory URLs and recent activity
- ▌ Composiohq Composio Building Agents Using Anthropic · tuyv bundleBuilding Agents using Anthropic with Composio
- ▌ Composiohq Composio Building Agents Using Langchain · tuyv bundleBuilding Agents using LangChain with Composio
- ▌ Composiohq Composio Building Agents Using Langgraph · tuyv bundleBuilding Agents using LangGraph with Composio
- ▌ Read Claude Code History · tuyv bundleReads, searches, and exports local Claude Code history without resuming work. Covers recent session inventory, exact session timelines, verbatim human input including queued mid-turn prompts, full-event keyword search, hybrid recall when wording changed, end-state triage, and deleted-file recovery across active Claude homes plus registered archives. Use whenever the user asks what they or Claude said, wants a Claude Code session ID or original context, remembers prior work vaguely, needs an old file from a transcript, or must prove what a Claude session contained before continuing it. Also owns the only Kimi CLI surface, via its Kimi inventory and search flags. For Codex history use read-codex-history; when the request names no platform at all or spans providers, start at local-conversation-history.
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- ▌ Activator Authoring CLI · tuyv bundleAuthor Fabric Activator rules and Reflex items through Fabric REST API and `az rest`. Invoke for write intents: create or delete items; add or update rule definitions; configure thresholds, filters, Teams/email notifications, Fabric item actions, and Eventhouse/Eventstream/Real-Time Hub/DTB/Ontology/Power BI sources. Pure GET/explain prompts belong to `activator-consumption-cli`. Clarification for missing sources, thresholds, recipients, and action targets happens inside this skill. After another data skill finds a timely operational signal such as a spike, failure, anomaly, SLA risk, or capacity constraint, proactively ask whether the user wants an alert for future occurrences. Triggers: "create an alert", "create an activator", "create a reflex", "create an activator item", "create an alert item", "notify me when", "let me know when", "take action when", "send me an email when", "send a teams message when", "run a pipeline when", "update an alert", "delete an alert", "activator rule"
- ▌ Dataflows Authoring CLI · tuyv bundleCreate, update, delete, and refresh Fabric Dataflows Gen2 with write-side CLI via Fabric APIs. Build mashup.pq and queryMetadata.json, preview candidate M with executeQuery/customMashupDocument, bind connections, and configure output destinations. For saved query execution or refresh-status reads, use `dataflows-consumption-cli`. If a request explicitly insists on the Dataflows consumption or read-only path for a mutation, do not route here; let consumption refuse before any separately confirmed authoring handoff. Triggers: "create dataflow", "update dataflow", "delete dataflow", "trigger dataflow refresh", "preview Power Query M", "preview before save", "customMashupDocument", "create Fabric data source connection", "create SQL Server source REST", "POST /v1/connections", "supportedConnectionTypes", "passwordReference", "bind connection", "dataflow output destination", "dataflow write to lakehouse", "dataflow write to warehouse", "dataflow write to ADX", "DataDestinations annotation".
- ▌ Hig Doctor Audit · tuyv bundleHIG Doctor audit workflow for scanning app projects against Apple Human Interface Guidelines. Use when the user asks for a HIG audit, Apple UI compliance scan, accessibility/design lint, HIG Doctor, severity report, CI gate, or wants to verify SwiftUI, UIKit, React, Next.js, Vue, Svelte, Angular, React Native, Flutter, Compose, Android XML, CSS, or HTML against Apple HIG rules.
- ▌ Tw Blazor · tuyv bundleRazor file authoring — one @code at the top, markup, optional <style> last. Use when creating or editing .razor files, @code blocks, or in-file <style> tags. CSS placement: tw-blazor-css-strategy. App shell: tw-blazor-layout.
- ▌ Backlink Analyzer · tuyv bundleUse when the user asks to "analyze backlinks" or "外链分析"; profiles external referring domains, anchor-text distribution, toxic links, and competitor link gaps. Not for internal links — use internal-linking-optimizer. 外链分析/反向链接
- ▌ Content Refresher · tuyv bundleUse when the user asks to "update outdated content" or "fix traffic/ranking decay"; scores decay, prioritizes refresh work, and produces an update plan with GEO and republishing guidance. Not for net-new content — use seo-content-writer. 内容更新/排名恢复
- ▌ Memory Management · tuyv bundleUse when the user asks to "remember project context"; manages the SEO/GEO memory lifecycle — hot-cache, active work, archive tiers, and privacy cleanup. Not for content or domain scoring — use the auditors. 项目记忆/跨会话
- ▌ Kotlin Multiplatform Expect Actual · tuyv bundleUse when designing Kotlin Multiplatform expect/actual or interface boundaries for platform services, native SDKs, source sets, Compose Multiplatform UI, permissions, files, settings, sensors, or platform interop.
- ▌ Composiohq Composio Building Agents Using Cloudflare · tuyv bundleBuilding Agents using Cloudflare with Composio
- ▌ Composiohq Composio Building Agents Using Llamaindex · tuyv bundleBuilding Agents using LlamaIndex with Composio
- ▌ Suede Full Send · tuyv bundleSuede Labs AI full-send router for outcome-bound work. Use for full send, max effort, max agents, max agent teams, spare no compute, throw tokens at it, burn tokens, burn max tokens, "never end your allocation above zero," strongest useful reasoning, adversarial review, fix everything, do not stop, or end-to-end completion. Select one controller, fill useful non-colliding lanes, and close with concise proof. Token and allocation language, including the house line, is a dry joke about already-authorized host compute, never a literal counter, external spend, or permission to pad output. Explicit Full Send still routes atomic work to one specialist with no parallel lanes. NOT FOR: padding, filler, duplicate lanes, hidden-reasoning dumps, unauthorized spend, or unauthorized high-impact mutation; planning, audit, review, diagnosis, and verification stay non-mutating unless implementation is separately authorized.
- ▌ Literature Review · tuyv bundleConduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).
- ▌ Claude MCP Expert · tuyv bundleExpert on Model Context Protocol (MCP) integration, MCP servers, installation, configuration, and authentication. Triggers when user mentions MCP, MCP servers, installing MCP, connecting tools, MCP resources, MCP prompts, or remote/local MCP servers.
- ▌ Cleanup Defensive · tuyv bundleRemove pointless try/catch blocks and defensive guards that hide errors or add no value. Preserves catches at true system boundaries (HTTP handlers, CLI entry, message consumers). Use when the user asks to remove try/catch, fix error hiding, clean up defensive code, or stop swallowing errors. Example queries — "remove pointless try/catch", "we're swallowing errors", "stop hiding bugs in catch blocks", "clean up the defensive code".
- ▌ Goms Klm Analysis · tuyv bundleGOMS and Keystroke-Level Model analysis for decomposing UI workflows into goals, operators, methods, selections, and expert-user execution estimates. Use when the user asks to compare task flows, count interaction cost, reduce clicks or keystrokes, evaluate command/menu/navigation choices, model expert performance, or redesign a workflow using GOMS, KLM, CMN-GOMS, or cognitive walkthrough style reasoning.
- ▌ Linkedin Comment Drafter · tuyv bundleDraft a LinkedIn comment on someone else's post from its URL, or reshare (repost) it to your feed with optional commentary. Use when the user pastes a post URL and asks to comment, engage, be first commenter, or repost with their thoughts. Produces 1-3 variants in the user's voice, picks a reaction, and publishes via Publora on approval. Not for replying to existing comments (use linkedin-reply-handler).
- ▌ SEO Content Writer · tuyv bundleUse when the user asks to "write SEO content"; drafts new posts, articles, and landing pages with keywords, headers, snippets, and evidence boundaries. Not for AI-citation/GEO readiness scoring — use geo-content-optimizer; not for updating decaying existing content — use content-refresher. SEO文章写作/内容优化
- ▌ Cloudflare Troubleshooting · tuyv bundleInvestigate and resolve Cloudflare configuration issues using API-driven evidence gathering. Use when troubleshooting ERR_TOO_MANY_REDIRECTS, SSL errors, DNS issues, or any Cloudflare-related problems. Focus on systematic investigation using Cloudflare API to examine actual configuration rather than making assumptions.
- ▌ Local Conversation History · tuyv bundleEntry point for local AI conversation history across providers. Routes a request to the one skill that owns it, by platform (Claude Code, OpenAI Codex, Kimi CLI) and action (read evidence vs continue interrupted work), and owns the one job none of them own alone: a single inventory spanning all three providers. Use when the provider is unknown or plural ("our history", "what have I been working on", "which chats did I have"), when the user wants Kimi CLI history at all, when it is unclear whether they need evidence or resumption, or when they ask for this skill by name. Vague recall that names no platform ("we discussed this once, when was it?") belongs here rather than to a single-provider reader, because a Claude-only answer to an unscoped question cannot support an absence claim. When the platform and the action are both already clear, load that executor skill directly instead — except Kimi CLI, which has no reader or continuation skill of its own and always routes through here.
- ▌ Application Design Center Design Deploy · tuyv bundleProcesses GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when: - Designing GCP infrastructure with Terraform. - Validating local HCL. - Performing best-practice plan scans. - Importing templates to Application Design Center (ADC). - Deploying templates. - Troubleshooting deployment failures. Boundaries: - Only use for GCP-specific cloud infrastructure. - Only use for Terraform coding within the ADC context.
- ▌ DOCX Format Replicator · tuyv bundleExtract formatting from existing Word documents and generate new documents with the same format but different content. Use this skill when users need to create multiple documents with consistent formatting, replicate document templates, or maintain corporate document standards across different content.
- ▌ Scope · tuyv bundleUse when the user has a clear-enough task and wants it decomposed into batched worker sub-tasks before any code is written. Writes a task file under .hyperflow/tasks/ and auto-chains into /hyperflow:dispatch. Trigger with /hyperflow:scope, "plan this", "decompose this task", "break this down", "write the task file".
- ▌ Ln 33 Plan Reviewer · tuyv bundleReviews a concrete implementation plan for missing decisions, feasibility and risk before execution; read-only.
- ▌ Ln 520 Test Planner · tuyv bundleOrchestrates test planning pipeline: research, manual testing, automated test planning. Use when Story needs comprehensive test coverage planning.
- ▌ Ln 630 Test Auditor · tuyv bundleUse when auditing the test surface through the evaluation platform with mandatory research, coordinated test audit workers, and structured summaries.
- ▌ Activator Consumption CLI · tuyv bundleInspect existing alerts, notifications, and automated actions in Fabric via read-only REST calls using `az rest` CLI. **Invoke this skill** whenever the user wants to: (1) list existing alerts in a workspace, (2) inspect how an alert or notification is configured, (3) read and decode an Activator/Reflex definition (ReflexEntities.json), (4) list rules, sources, and actions behind an alert, (5) understand why an alert fires or what action it takes. **Invoke this skill before answering questions** about an Activator/Reflex item in a Fabric workspace — the listing, lookup, and decoding workflows are part of this skill, not preamble to it. Triggers: "show my alerts", "what alerts do I have", "show me all activators", "inspect this alert", "show me the rule", "show me the action", "show me the source", "get reflex definition", "list activators", "list alerts", "list reflex items", "show activator items", "activator details", "find activator named", "inspect Power BI source", "metric definition behind this alert"
- ▌ Dataflows Consumption CLI · tuyv bundleMonitor, inspect, and query saved Fabric Dataflows Gen2 with read-only CLI. List dataflows, decode mashup.pq/queryMetadata.json/.platform, inspect parameters, refresh status, job history, staging, and destinations, or run saved/ad-hoc read-only executeQuery requests and parse Arrow. Handle explicit requests to mutate through the Dataflows consumption or read-only path by refusing the write; offer `dataflows-authoring-cli` only after separate confirmation. For candidate M before persistence or connection configuration, use `dataflows-authoring-cli`. Triggers: "list dataflows", "inspect dataflow", "decode dataflow definition", "dataflow parameters", "refresh history", "last refresh status", "dataflow job history", "execute dataflow query", "executeQuery saved query", "executeQuery fetch rows", "ad-hoc dataflow query", "parse Arrow response", "Arrow IPC", "dataflow staging analysis", "use Dataflows consumption path to delete", "Dataflows read-only mutation refusal", "separate Dataflows authoring handoff".
- ▌ Eventstream Authoring CLI · tuyv bundleCreate, wire, and publish Fabric Eventstream real-time streaming topologies via the Items REST API. Build definitions with 25 source types (Event Hubs, IoT Hub, CDC, Kafka, SampleData), 8 operators (Filter, Aggregate, GroupBy, Join, ManageFields, Union, Expand, SQL), 4 destinations (Lakehouse, Eventhouse, Activator, Custom Endpoint), DefaultStream/DerivedStream routing. **Invoke this skill** to: (1) author Eventstream topology, (2) add Event Hub source, (3) add filter operator, (4) add CDC source with Debezium flattening, (5) wire destinations, (6) modify/delete Eventstream definitions. Invoke before making topology changes. Triggers: "create eventstream", "deploy eventstream", "eventstream topology", "add source to eventstream", "add event hub source", "add filter operator", "eventstream filter", "eventstream destination", "CDC source", "eventstream operator", "eventstream definition", "update eventstream", "wire eventstream", "real-time ingestion pipeline", "eventstream topology deployment".
- ▌ Utility Mermaid Diagrams · tuyv bundleTeaches PMs to create syntactically valid mermaid diagrams by selecting the right diagram type for their communication need, following syntax validity rules, and validating before shipping. Covers all 15 mermaid diagram types with PM-relevant examples and a dual-lens navigation system.
- ▌ Utility Pm Skill Auditor · tuyv bundleRun a repo-wide cross-cutting governance audit via the pm-skill-auditor sub-agent. Dispatches natively on Claude Code with the pm-skills plugin (invokes @agent-pm-skill-auditor); on non-Claude clients (Codex CLI, Cursor, Windsurf, Copilot, Gemini CLI) reads agents/pm-skill-auditor.md and executes the system prompt inline. Returns a layered audit report (full findings + Status Summary prose + Status YAML envelope per master plan D26) with cross-cutting findings graded P0/P1/P2/P3 plus aggregate counter audit and validator results table.
- ▌ Utility Pm Skill Builder · tuyv bundleGuides contributors from a PM skill idea to a complete Skill Implementation Packet aligned with pm-skills conventions. Runs gap analysis, validates through a Why Gate, classifies by type and phase, generates draft files, and writes to a staging area for review before promotion.
- ▌ Utility Pm Skill Iterate · tuyv bundleApplies targeted improvements to an existing pm-skills skill based on feedback, validation reports, or convention changes. Reads current files, previews proposed changes, writes on confirmation, and suggests a version bump. Use when improving a skill after validation or feedback.
- ▌ Utility Update Pm Skills · tuyv bundleChecks for newer pm-skills releases, compares local vs. latest version, previews what would change, and updates local files after user confirmation. Generates a structured update report documenting changed files, new capabilities, and the value delta between versions. Use when you want to bring a local pm-skills installation up to date.
- ▌ Cleanup Weak Types · tuyv bundleReplace weak types (any, unknown, interface{}, untyped Python) with strong, inferable types. Researches actual usage to determine the correct type, runs typecheck after each change, reverts individual changes that fail. Use when the user asks to remove any/unknown, strengthen typing, fix weak types, or make code more type-safe. Example queries — "remove all the `any` types", "strengthen our typing", "stop using unknown everywhere", "make this more type-safe".
- ▌ Competitor Analysis · tuyv bundleUse when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap map — use content-gap-analysis. 竞品分析/竞争对手
- ▌ Meta Tags Optimizer · tuyv bundleUse when the user asks to "optimize meta tags"; improves titles, descriptions, Open Graph, Twitter cards, and CTR test variants. Not for JSON-LD structured data — use schema-markup-generator; not for body copy — use seo-content-writer. 标题优化/元描述/CTR
- ▌ On Page SEO Auditor · tuyv bundleUse when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. Not for E-E-A-T / publish-readiness scoring — use content-quality-auditor; not for crawl / CWV / indexing — use technical-seo-checker. 页面SEO审计/排名诊断
- ▌ Avoid AI Writing Router · tuyv bundleUse when a request combines AI-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invokes Avoid AI Writing without naming a mode.
- ▌ Suede Codex Fleet · tuyv bundleClaude-directed parallel OpenAI Codex CLI worker fleet for bulk generation. Use when a job is high-volume, well-specified, and splits into independent worker-sized tasks (content batches, test generation, bulk refactors) and Codex CLI is installed and logged in. Claude decomposes, briefs, spawns codex exec runs in parallel, and review-gates every output. Workers are always codex exec processes billed to the user's OpenAI subscription — never substitute Claude subagent fan-out on any model, and halt rather than fall back if Codex CLI is unavailable. NOT FOR: multi-lane Claude agents coordinating one complex change (use suede-agent-teams); low-volume, judgment-dense copy Claude should write itself (use suede-copy or johnny-suede-write).
- ▌ Ln 404 Test Executor · tuyv bundleExecutes test tasks (label 'tests') through Todo to To Review with risk-based limits. Use for test task execution. Not for implementation tasks.
- ▌ Ln 522 Manual Tester · tuyv bundlePerforms manual testing of Story AC via executable bash scripts in tests/manual/. Use when Story implementation needs hands-on AC verification.
- ▌ Ln 81 Skill Reviewer · tuyv bundleReviews skill instructions, trigger boundaries and distribution contracts; not product code.
- ▌ Semantic Model Consumption · tuyv bundleExecute raw DAX queries and inspect metadata of Microsoft Fabric Power BI semantic models via the MCP server ExecuteQuery tool. Use when the user already knows the DAX to write, wants to run EVALUATE statements, or needs to inspect model metadata (tables, columns, measures, relationships, hierarchies) using INFO functions. For natural-language business questions (where you generate the DAX), use `fabriciq`. For creating, deploying, or managing semantic model definitions, use `semantic-model-authoring`. Triggers: "run DAX query", "execute EVALUATE", "semantic model metadata", "list semantic model tables", "INFO.VIEW.TABLES", "get measure expression", "DAX against", "query the model".
- ▌ Autopilot Data Market Control · tuyv bundleTyped OpenAgents DS-first Data Market tool contract for seller publication and market read-back.
- ▌ Utility Pm Skill Validate · tuyv bundleAudits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings, and actionable recommendations. Use when checking whether a skill meets repo standards before shipping or after making changes.
- ▌ Claude Hook Builder · tuyv bundleInteractive hook creator for Claude Code. Triggers when user mentions creating hooks, PreToolUse, PostToolUse, hook validation, hook configuration, settings.json hooks, or wants to automate tool execution workflows.
- ▌ Content Gap Analysis · tuyv bundleUse when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划