A full end-to-end Kaggle competition skill. Use this skill whenever a user mentions a Kaggle competition, ML contest, data science challenge, or competitive modeling event — even casually (e.g., "I joined a Kaggle competition", "help me with this ML challenge", "I want to climb the leaderboard"). This skill guides a solo competitor or team through every phase: competition intake, dataset access, exploratory data analysis, feature engineering, model development, ensembling, and final submission. Adapts to the user's proficiency level. Works in Claude Code, Claude.ai, and any coding agent that supports skills. Trigger this skill even when the user only mentions one phase (e.g., "help me with EDA for my Kaggle comp") — always load the full skill to understand context and jump in at the right phase.

Read, write, search and organize a Senso context layer — the shared knowledge base a team and their agents both use. Use whenever the user names material or asks about what is in the knowledge base: saving a file or a note ("save revenue.pdf to Senso", "remember this for later"), looking something up ("what did we decide about pricing", "what's in our knowledge base", "look it up in our docs"), handing saved work to a teammate, importing the organization's website, or a `senso` command that returned an error the user does not understand. The flow skills load this one for every knowledge base command. Not for a user who has not named material and wants to be got started — that is senso-quickstart — and not for unrelated wikis or vector databases.

The setup for Senso's Shared Context path — getting a first document into the organization's knowledge base so the team's agents have something to retrieve, and starting the owner-and-status convention with it. Use when senso-shared-context hands here because the knowledge base is empty, or when a user says "set up Shared Context". Not for the Verification Loop's setup (senso-verification-loop-setup), and not for a user who named material to save (senso-context-layer).

Senso's Shared Context path — the knowledge a team and its agents retrieve, use and improve together: an agent asks, nothing on file answers, the person who knows writes it down, the next agent finds it. Use for "Shared Context", "shared context", "open questions", "what can't our agents answer", "settle that", "save this decision", "what are our agents being told about", "what changed since I last looked" — and when the senso-quickstart router sends a user here. Runs senso-shared-context-setup first when the knowledge base is empty. Not for the Verification Loop (senso-verification-loop), and not for a plain save, lookup or handoff of named material (senso-context-layer).

Search a Senso knowledge base for verified answers, context chunks, or content IDs. Use when the user asks a question that should be grounded in organizational knowledge, says "check Senso", or needs factual answers backed by verified documents.

Autonomous multi-source security intelligence agent. Scans GitHub PRs for vulnerabilities using cross-source context from Slack and codebase architecture. Finds risks that single-source scanners miss by correlating data across tools.

Ambient stress detection agent that monitors developer fatigue via webcam and autonomously takes over GCP Cloud Shell or browser tasks when stress threshold is crossed. Powered by Gemini 3 Flash vision, Railtracks orchestration, and Augment Code codebase context.

The way into Senso when the user has not said which path they want. Use for "get me started with senso" (the phrase they are given to paste), "set up Senso", "run onboarding", "help me with Senso", or any ask for help with Senso that names no material and no path. It says what Senso is, offers the two paths — the Verification Loop and Shared Context — and hands to the one they pick. A user who names a path up front belongs to that path's skill, not here; a user who names material to save belongs to senso-context-layer. This skill runs no setup and no loop of its own.

Guide the Senso v2 onboarding experiment: understand the brand, bring in relevant knowledge, compare a recorded external AI answer with approved facts, stage a checked draft with evidence, then publish when requested. Use for Senso quickstart v2, testing the new verification loop, or continuing a v2 onboarding session. Ordinary file saves belong to senso-context-layer.

The one-time setup for Senso's Verification Loop: the brand's own material in the knowledge base, the industry set, the brand name confirmed, which part of the industry they occupy noted, and the content type and brand kit ready for drafting. Use when senso-verification-loop hands here because an organization is not set up, or when a user names one of these chores — "set my industry", "what industry are we", "match me to an industry", "change my industry", "is my brand name right", "which part of the industry do we cover". A user who asks for the loop itself belongs to senso-verification-loop, which runs this skill first when it has to. Not for finding a question, drafting or publishing, and not for a user who named material to save, which is senso-context-layer.

Senso's Verification Loop — find a question people in the brand's industry ask AI models where a competitor gets named and the brand does not, fix it from the brand's own material, and publish a verified page every line of which traces to a document they supplied; then the next one. Use for "let's go through the Verification Loop", "Verification Loop", "fill another gap", "what am I missing from", "how do I rank", "am I being cited", "who's beating us", "where do we stand", "how are our tracked questions doing", "what do the models say about us" and "check what the models say about us" — and when the senso-quickstart router sends a user here. Runs the setup skill first when the organization is not set up. Not for a user who named material to save (senso-context-layer), and not for the gap report on its own (senso-gap-report).

A full end-to-end hackathon coordination skill. Use this skill whenever a user mentions a hackathon, hack day, build competition, or sprint event — even casually (e.g., "we're doing a hackathon this weekend", "I want to prep for a hackfest", "help us organize our hack team"). This skill guides a solo hacker or team through every phase: intake of hackathon details, team formation, idea collection and selection, GitHub repo setup, task assignment, vibe-coding, presentation prep, and final submission. Works in Claude Code, Claude.ai, and any coding agent that supports skills. Trigger this skill even when the user only mentions one phase (e.g., "help us pick an idea for our hackathon") — always load the full skill to understand context and jump in at the right phase.

Generate brand-aligned content using the Senso content engine. Orchestrates brand kit verification, content type selection, prompt management, and generation runs. Use when the user wants to generate content like blog posts, FAQs, comparison pages, or any templated output from their knowledge base.

Manage the Senso content verification and publishing workflow. List items awaiting review, approve or reject content versions, publish to external destinations, save drafts, manage content ownership, and unpublish content. Use when the user wants to review, approve, reject, or publish generated content.

Write publishable content for a Senso prompt from the knowledge base, and check it before it goes anywhere. The agent drafts from retrieved sources — in the shape of the content type and the voice of the brand kit — states nothing the knowledge base does not back, saves the draft to Senso and sends the user a link to read it rather than printing it into the conversation, and evaluates it once after the user has reviewed it. Use for drafting content for a tracked question ("write something for this prompt", "draft an article", "generate content"), for revising a draft, and for judging a piece of text against the knowledge base or the brand kit ("is this accurate", "check this text against our docs", "run an eval"). Also owns the content type and brand kit commands, which senso-verification-loop-setup runs as chores and this skill runs when a draft is asked for on its own. The drafting and evaluation step of senso-verification-loop. Not for publishing — that is senso-publish.

Configure a Senso organization's brand kit (voice, tone, persona, writing rules) and content type templates. Use when the user wants to set up or update their brand identity, create content output formats, or prepare for content generation.

Take a brand new Senso org from empty to fully populated self-improving knowledge system in 10 minutes. Researches the user's company from their website plus external sources, builds out the knowledge base with brand kit, content types, and tracking prompts, generates the first drafts, publishes sample citeables, kicks off GEO monitoring, and files a self-heal report with gap analysis. The first-run experience for any new Senso user. Use when the user runs Senso for the first time or says "set up Senso", "run onboarding", or "populate my knowledge base".

Browse, organize, and manage the Senso knowledge base folder tree. Create folders, move and rename nodes, view content details, download files, and check sync status. Use when the user wants to structure, reorganize, or explore their KB.

Ingest documents into your Senso.ai knowledge base through Edith smart glasses. Triggers when user wants to add content to their knowledge base.