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).

Retired. This skill's contents moved to three skills — senso-verification-loop-setup (the industry, the brand name, the segment), senso-verification-loop (where the brand stands, the next question it is missing from, the accuracy of answers that name it) and senso-gap-report (the gap report). It no longer does anything. If it is loaded, tell the user to run `senso setup` to install the current skills, and use those.

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 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.

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.

Put an approved Senso draft live where AI models can cite it, and follow what happens to it. Use for publishing generated content ("publish this", "make it live", "push it to citeables"), checking or retrying where it went ("did it publish", "retry the failed one"), pulling it back ("unpublish", "take it down"), and for what happened after — citations, which prompts a page is winning, and the provenance audit of a live URL. Also destinations and the call-to-action card. The publish step of senso-verification-loop. Not for writing or checking content — that is senso-generate-verify.

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).

Read and work a Senso organization's gap report — the questions and claims its knowledge base could not back up, and what was decided about each. Use for "what are my gaps", "what can't we answer", "what's missing from our knowledge base", "show the gap report", for acting on a gap someone already found ("close this gap", a gap id in hand), for recording that content was written for a gap, and for dismissing one. Not for finding the next industry question the brand is missing from — that is senso-verification-loop — and not for writing content, which is senso-generate-verify.

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.

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.

Guides agents through autonomous ManiSkill and VSLAM evaluation, tuning, verification, memory storage, and summary writing using the Autolab MCP server and repo tooling.

Use when adding MFA, 2FA, TOTP, SMS codes, push notifications, passkeys, or when requiring step-up verification for sensitive operations or meeting compliance requirements (HIPAA, PCI-DSS) - covers adaptive and risk-based authentication with Auth0.

ClawMax adapter for Senso ingestion. Use this when agents need to ingest files, screenshots, notes, or raw text into Senso using consistent ClawMax naming, foldering, verification, and handoff patterns for hackathon templates.