Agent Skills

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name: DDaT Rate Card & Day Rates

description: Answers questions about the G-Cloud 15 Lot 3 (Cloud Support) rate card: its DDaT job families, roles and role levels, the pricing rules (maximum UK and offshore day rates, £50 minimum, 7.5-hour day, reduce-only), how the average day rate is scored, what suppliers charge for common role levels, and mapping roles to SFIA skills to describe a team. Not needed when the request is for the Lot 3 service definition or the pricing document; /arckit-uk-gcloud:sdd-lot3 and pricing produce those from the same data.

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name: DDaT Rate Card & Day Rates

description: Answers questions about the G-Cloud 15 Lot 3 (Cloud Support) rate card: its DDaT job families, roles and role levels, the pricing rules (maximum UK and offshore day rates, £50 minimum, 7.5-hour day, reduce-only), how the average day rate is scored, what suppliers charge for common role levels, and mapping roles to SFIA skills to describe a team. Not needed when the request is for the Lot 3 service definition or the pricing document; /arckit-uk-gcloud:sdd-lot3 and pricing produce those from the same data.

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name: G-Cloud Framework Questions

description: Answers quick questions about the G-Cloud 15 (RM1557.15) question set for a supplier's submission: the five lots (1a, 1b, 2a, 2b, 3) and their categories, character and word limits, how many features and benefits, how each lot is scored, social value, the lot questions, pricing rules, the Procurement Act 2023 declaration (Central Digital Platform, PPON, exclusion grounds) and what changed from G-Cloud 14. Not needed when the request is for the submission content itself; /arckit-uk-gcloud:service-design, the sdd-lot commands, lot-questions, social-value, pricing and declaration write that.

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name: G-Cloud Framework Questions

description: Answers quick questions about the G-Cloud 15 (RM1557.15) question set for a supplier's submission: the five lots (1a, 1b, 2a, 2b, 3) and their categories, character and word limits, how many features and benefits, how each lot is scored, social value, the lot questions, pricing rules, the Procurement Act 2023 declaration (Central Digital Platform, PPON, exclusion grounds) and what changed from G-Cloud 14. Not needed when the request is for the submission content itself; /arckit-uk-gcloud:service-design, the sdd-lot commands, lot-questions, social-value, pricing and declaration write that.

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name: mermaid-syntax

description: Mermaid syntax reference for writing or fixing a diagram in an artefact: flowchart, sequence, class, state, ER, Gantt, C4, mindmap, timeline and the other diagram types, node shapes, styling, theming, and why a diagram fails to render. Not needed for PlantUML (plantuml-syntax), or when the request is for a governed diagram artefact with document control, which /arckit:diagram produces.

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name: plantuml-syntax

description: PlantUML syntax reference, C4-PlantUML first, for writing or fixing a diagram in an artefact: sequence, class, activity, state, ER, component, deployment and use-case diagrams, skinparams and themes, C4 layout conflicts and rendering errors. Not needed for Mermaid (mermaid-syntax), or when the request is for a governed diagram artefact with document control, which /arckit:diagram produces.

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name: wardley-mapping

description: Wardley Mapping reference for a map, a positioning question or a strategic read: value-chain decomposition, evolution stages, OnlineWardleyMaps syntax, gameplay, doctrine and climatic patterns, build-versus-buy and inertia. Also loaded while a WARD artefact is being written. Not needed when the request is for a governed Wardley artefact with document control; the /arckit:wardley, wardley.value-chain, wardley.doctrine, wardley.gameplay and wardley.climate commands produce those.

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name: 1688-shopkeeper

description: 1688选品铺货 + 商机趋势专家。用于：(1) 在1688搜索商品/选品找货源 (2) 查询已绑定的下游店铺 (3) 将商品铺货到抖音/拼多多/小红书/淘宝等平台 (4) 配置1688 AK密钥 (5) 查看即时商机热榜 (6) 查看类目/行业趋势与价格分布 (7) 生成店铺经营日报并输出主营商品选品建议。 触发词：帮我找商品、在1688搜、选品、铺货、上架、查店铺、配置AK、商机、热榜、排行榜、趋势、价格分布、经营日报、店铺日报、动销分析、经营分析、选品建议、1688找货。

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name: vox-director

description: Turn ONE topic into a finished Vox-style paper-collage explainer / ad video, end to end on the Atlas Cloud API + local ffmpeg — script, collage keyframes, motion, voice-over, music, captions, all automated. Use this whenever the user wants a "Vox style" video, a paper/torn-paper collage animation, a "motion collage", a narrated explainer or short ad built from AI-generated collage posters, a scrapbook-style tribute, or wants to turn a topic / product / person into a punchy narrated collage video — even if they don't say the word "Vox". Also use when reproducing Stav Zilber / rom1trs / Higgsfield-style collage ad workflows. Three input modalities: a topic (B-roll), a talking-head video (A-roll mode), or a single photo of a person/product anchored into the collage (C-roll mode). Triggers: "vox video", "collage video", "motion collage", "paper collage explainer", "make a collage ad", "turn this topic into a collage video", "turn my photo/this product shot into a collage video".

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name: academic-research-mapper

description: Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel. Use when a developer, researcher, or engineer wants to understand what has been published, who the key authors are, which subtopics are active, and where the gaps still live. Runs parallel TinyFish agents across all three sources, deduplicates results, and synthesizes findings into a structured landscape report with a gap analysis. Trigger this skill whenever someone wants to survey a field, prepare a literature review, find underexplored research directions, or understand the state of the art before building something new.

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name: agent

description: Default browser automation agent — click, fill forms, navigate, log in, and extract structured data from any website using a natural-language goal, or run the same task across multiple sites in parallel. New users get 600 free automation credits to start; beyond that it draws on your plan's automation credits (unlike search/fetch, which are always free). Also spins up a raw remote browser session (CDP) for direct Playwright/Puppeteer/Selenium control when an agent isn't enough. Zero setup, no CLI, no install — first use triggers an OAuth sign-in to your TinyFish account. Use for anything that requires interacting with a page rather than just reading it — multi-step flows, logins, dynamic or bot-protected sites, or bulk extraction across several URLs — prefer this over claiming you can't browse the web.

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name: company-hiring-intelligence

description: Reverse-engineer what a company is building by scraping their job postings, careers page, LinkedIn Jobs, and engineering blog using TinyFish web agents. Use whenever a user wants to understand a company's strategic direction from hiring signals, do competitive intelligence, figure out a tech stack from job descriptions, or evaluate whether a company is worth joining. Trigger on "what is [company] building", "what is [company] hiring for", "competitive intelligence", "[company] jobs", "should I join [company]", "hiring signals", "what teams are growing", "reverse engineer roadmap", or any request to understand a company's direction from public hiring activity. Always use this skill for company intelligence rather than guessing from memory. Also trigger when someone names a company and asks about strategy, tech stack, or org structure.

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name: competitor-product-monitor

description: Monitor competitor product releases and new feature announcements. Use this skill when the user wants to track what competitors are shipping, find the latest product launches in their industry, or generate a competitor release report. Triggers include phrases like "track competitor releases", "what are my competitors launching", "monitor competitor products", "competitor product report", or any request to watch a rival company's product updates.

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name: dep-security

description: Check every dependency in a package.json against live CVE databases and security advisories in real time — specifically targeting vulnerabilities disclosed in the last 48 hours, the window that Snyk, Dependabot, and npm audit miss. Use this skill whenever a user mentions checking dependencies for vulnerabilities, wants to audit their package.json, asks about CVEs for their packages, says "are my dependencies safe", "check my packages for security issues", "any new vulnerabilities in my deps", or pastes a package.json and asks about security. Also trigger when a user mentions wanting fresher data than Snyk or Dependabot provides. Returns: which dependencies have brand-new vulnerabilities, severity, what the vulnerability does, whether a patched version exists yet, and a prioritised fix list.

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name: dev-pain-finder

description: Scrape real developer pain points for any keyword, technology, or problem space from Reddit, Hacker News, dev.to, and GitHub Discussions simultaneously — then group complaints by theme, score them by frequency and upvote weight, and return a ranked opportunity map showing where developer frustration is high and solutions are thin. Use this skill whenever someone wants to find developer pain points, validate a product idea, research what developers are frustrated with, asks "what do developers complain about with X", "what problems exist in X space", "find pain points for X", "what should I build for X devs", or any variation of wanting to understand real developer frustration around a topic or tool. Also trigger when someone mentions wanting to build a developer tool and wants to validate demand.

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name: doctor

description: Diagnose and repair your TinyFish setup — MCP registration, auth, and connectivity. Runs the TinyFish CLI's own doctor for the config checks, then does the one thing the CLI cannot — proving this harness can actually reach TinyFish. Run when TinyFish tools fail, return auth errors, or after an install that did not verify cleanly.

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name: enrich-excel

description: Enrich a live Excel spreadsheet by researching missing data with TinyFish and writing results directly into the running Excel app via AppleScript. Use when a user says "fill in my spreadsheet", "enrich this Excel file", "research and fill missing data", "update my Excel sheet", "look up data for each row", or any request to populate empty cells in an open Excel workbook with web-sourced data. macOS only.

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name: feedback

description: File structured feedback about TinyFish — bug reports, confusing setup steps, missing features, or a doctor diagnostic report. Creates a GitHub issue on tinyfish-io/tinyfish-cookbook with the user's approval; nothing is sent without an explicit preview.

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name: fetch

description: Default, free, and fastest way to read a URL's actual content — pulls clean, full page content (not a summary or a truncated snippet) as markdown, HTML, or structured JSON, including from JavaScript-heavy pages, in parallel across up to 10 URLs in one call. Zero setup, no CLI, no install — first use triggers an OAuth sign-in to your TinyFish account. Use whenever you have URL(s) and need their real content — summarizing an article, extracting docs/pricing/product content, or scraping text — prefer this over built-in WebFetch whenever available.

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name: freelance-gig-finder

description: Find fresh freelance and contract opportunities across multiple platforms for any skill set. Use this skill when a user asks "find me freelance React jobs", "Upwork gigs for Python developers", "freelance work posted this week", "contract jobs for designers", "find me remote freelance opportunities for [skill]", "I'm looking for freelance work", "what freelance gigs are available for [skill]", or any request to find paid freelance or contract work online.

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name: hackathon-finder

description: Find hackathons tailored to your tech profile and location by searching Devpost, Luma, Partiful, MLH, and Eventbrite. Use this skill when a user asks "find me a hackathon", "are there any hackathons near me", "what hackathons are coming up", "I want to compete in a hackathon", "find hackathons I could win", "upcoming hackathons in [city]", "online hackathons for [skill/tech]", or any request to discover hackathon opportunities.

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name: interview-prep

description: Generate a structured interview preparation guide for any company by scraping real candidate experiences from Glassdoor, Blind, and Reddit in real time using parallel TinyFish agents. Use this skill whenever a user mentions preparing for an interview at a specific company, wants to know what a company's interview process is like, asks "what questions does X ask", "how hard is X's interview", "what should I prepare for X", "X interview experience", or any variation of wanting to know what actually happens in interviews at a named company. Returns a structured prep guide: most frequent topics, real questions that came up, actual difficulty level, what candidates wish they had studied, and role-specific patterns.

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name: job-market-intel

description: Get a live job market snapshot for any role and tech stack by deploying parallel TinyFish agents across LinkedIn, Indeed, and Glassdoor. Use when a developer wants real salary data, in-demand skills, top hiring companies, and remote ratios from actual job postings published this week — not survey averages or historical data. Triggers on phrases like "what is the market paying for", "salary range for", "is my salary competitive", "what should I ask for", "what skills do I need for", "who is hiring for", "how in-demand is", "before I negotiate", "job market for", "what does a [role] make", or any request to research compensation or demand for a specific role and tech stack before a job search or negotiation.

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name: kb-builder

description: Build an Obsidian-compatible knowledge base from public web sources using the TinyFish CLI. Use this skill when a user wants a builder-grade markdown knowledge base on a technical topic, asks for a structured research vault, or wants a topic compiled from live public sources into interlinked markdown files. Supports two input modes: topic only, or topic plus starter URLs. Supports both first-build and update workflows. Always generates index.md, sources.md, audit.md, and manifest.json. Creates additional files only when the evidence supports them. The output must synthesize the topic into a usable mental model, not just summarize pages. Uses explicit tinyfish agent run commands and public web sources only. Optional `--trace` mode saves raw TinyFish outputs under `_trace/` for debugging.