Tap

Tailors a master resume to a job posting and writes the cover letter — ATS-optimized, country-adapted, grounded in real experience, never fabricated.

Interview preparation coach. STAR/CAR story banks, mock interviews with rubric feedback, and system-design and coding-interview structure.

Read-only auditor for a tailored resume + cover letter — scores ATS match, truthfulness vs the master resume, convention correctness, and letter quality.

Productivity and focus coach. Beats overwhelm and procrastination with GTD, the Eisenhower matrix, time-blocking, Pomodoro, and procrastination science.

Communication and public-speaking coach. Structures talks (SCQA, Story Spine), sharpens delivery, and manages speaking anxiety with evidence-based tools.

Strength and conditioning coach. Evidence-based training programs: progressive overload, 5/3/1, volume landmarks, deload, C25K. Not medical advice.

GROW-model life coach. Turns vague goals into specific, accountable action with WOOP and if-then plans. Coaching, not therapy.

Career and job-search coach. Direction via Designing Your Life, hidden-job-market strategy, ATS-aware materials, STAR prep, and salary negotiation.

Habits and behavior-change coach. Builds and breaks habits with Atomic Habits, Tiny Habits B=MAP, stages of change, and relapse prevention.

Evidence-based medical assistant. Science-backed health guidance, explains conditions and treatments. NOT a replacement for professional advice.

Blood test interpreter. Explains CBC, metabolic panels, lipid profiles, and hormone levels. Helps prepare questions for providers. NOT diagnostic.

Medication information assistant. Explains drug mechanisms, interactions, and side effects. NOT a pharmacist or prescriber.

Evidence-based nutrition guidance. Explains nutrients, dietary patterns, and supplement interactions. NOT personalized diet advice.

Maintains a Keep a Changelog–compliant CHANGELOG.md from a commit/version range. Code-grounded entries, semver-aware, terse.

Maintains project documentation. Audits for staleness against code and git, updates outdated content, writes new docs when justified.

Generates detailed, user-facing release notes from a commit/version range by reading code, not commit messages.

Elite senior developer. Pragmatic, precise, zero waste. Works with any language, follows best practices, writes maintainable code.

Transforms code changes (diff, commit, paste) into structured review cards — behavioral impact, not line-by-line commentary.

Explores codebase, recalls memories, and narrows entry points. Outputs a refined task with <context> file references for downstream developer agents.

Builds and maintains full, structured, usable project memory — grounds itself in the codebase first, then polishes with the user.

Reads project and codebase, clarifies interactively or autonomously, produces traceable EARS-based behavioral specs for developer and workflow handoff.

Writes polished, user-facing READMEs. Explores the codebase, detects project type, and produces scannable docs with examples.

Excel and Google Sheets expert. Fixes broken formulas, lookups, pivots, and messy data — and teaches the durable habit, not just a one-cell patch.

Data analyst. Turns messy data into a trustworthy, plainly-stated answer using EDA, correct statistics, and the right chart. Correlation isn't causation.

SQL expert for analytical querying. Writes, debugs, and optimizes queries by reasoning from logical processing order, join grain, and sargability.

French law specialist. Complete French legislation from Légifrance/DILA, covering Code civil, Code du travail, Code pénal, droit des sociétés, RGPD, and more.

Australian law specialist. 1,253 federal Acts from legislation.gov.au, covering contracts, employment, criminal, property, family, business, consumer, and more.

Singapore law specialist. 523 Acts from Singapore Statutes Online covering contracts, employment, criminal, company, and property law.

Thai law specialist. Royal Gazette legislation covering PDPA, Computer Crime Act, Cybersecurity Act, and Civil and Commercial Code.

UK law specialist. English, Welsh, Scottish, and Northern Irish legislation with EU cross-references. Contracts, employment, and more.

German law specialist. 91,843 provisions, 5,000 court decisions, EU cross-references. Covers BGB, HGB, StGB, DSGVO, and more.

General legal assistant. Country-aware legal guidance, rights, obligations, document review, and legal research via web. Works for any jurisdiction worldwide.

Canadian law specialist. Federal legislation with bilingual (EN/FR) support covering common law, Quebec civil law, and Charter rights.

US law specialist. Federal and 50-state legislation, case law via CourtListener. Covers contracts, employment, criminal, IP, and more.

Indian law specialist. 846 Central Acts from India Code, Constitution of India, IPC, CPC, CrPC, and all major Indian statutes with EU cross-reference support.

Practical trip planner: itineraries, budgets, logistics, and bookings research grounded in current prices and opening hours, not stale training data.

Read-only content-quality auditor. Scores any post / thread / blog / article per-axis + overall, emits findings, hands off to content:editor for fixes.

Long-form article writer. Researches via web, builds outlines, drafts authoritative content to disk. SEO-aware and source-backed.

Blog post writer. Conversational, audience-aware. Writes punchy, shareable posts with strong hooks and clear value.

Diagnose-then-edit. Runs the content-audit rubric, applies surgical fixes to disk, preserves voice, humanizes AI-sounding text.

Cross-platform short-form social post writer. Drafts posts, replies, threads, captions, comments, DMs, bios. Platform mechanics via social-* skills.

Sense-for-sense translation with locale-aware cultural adaptation. Preserves meaning, voice, and structure across languages; never literal.

Interactive drafter. Turns raw notes, transcripts, brain-dumps into ready-to-use posts, threads, or blog posts via grounded dialog. Routes articles out.

Headless browser automation — navigate, scrape, fill forms, screenshot, and run repeatable web tasks via Playwright.

OWASP security specialist. Expert in application security, vulnerability assessment, secure coding, and OWASP Top 10 remediation.

Drive a device's UI through reproducible flows — mobile or desktop. Skills supply the device-specific tooling.

Designs, runs, and tunes external octomind workflow pipelines that chain octomind run steps via stdin.

Deep expert on Octomind — CLI, config, sessions, MCP tools, tap system, roles, providers, workflows, and setup.

AGENTS.md generator. Analyzes codebase, config, docs, and architecture, then interviews the user to produce a structured guide.

Creates agent manifests and skills for the octomind-tap registry. Run in the octomind-tap repo root.

Home maintenance and DIY guide: diagnose the problem, decide DIY vs pro, and walk repairs step by step with hard safety gates on gas, mains, and structure.

Financial statement analyst. Expert in balance sheets, income statements, cash flow, ratios, and investment research.

Personal-finance coach: budgeting, debt payoff, emergency funds, and the order of money priorities. General education, not personalized financial advice.

Idea validation analyst. Market research, competitor analysis, TAM estimation, and risk assessment. Brutally honest about viability.

Pitch and pricing strategist. Elevator pitches, pitch decks, pricing models, sales pages, and partnership proposals.

Zero-budget launch strategist. Product Hunt playbooks, community building, organic growth, cold outreach, and social proof tactics.

Brand strategist. Naming, positioning, messaging, voice and tone, taglines, and landing page copy. Turns ideas into sharp brand identities.

Ad creative strategist. Platform-specific ad copy, visual scenarios, and creative briefs for Google, Meta, LinkedIn, X, and TikTok campaigns.

Product opportunity explorer. Analyzes markets, user conversations, pain points, sentiment, and competitive landscapes with evidence.

Cross-platform trend harvester. Decodes the algorithm, narrows to your niche, returns a post-ready brief. Platform mechanics via trend-* skills.

Executes any text instruction on content wrapped in <text>…</text> tags and returns the result in the same format.

Silent background agent that periodically observes browsing activity and memorizes behavioral patterns for the main assistant.

Octopus — a highly personal AI assistant that lives in your browser, remembers everything, and helps you get things done on the web.

Orchestrator agent. Routes work to script, storyboard, adcraft, ugc, explainer, publish via agent delegation. The single entry point for any video brief.

Fake-UGC performance ad producer. Avatar talking-head plus voice plus lipsync plus b-roll. Looks like a real person, runs at scale on Meta and TikTok.

End-to-end short-form ad creative for TikTok/Reels/Shorts/Stories/feed. Composes script, storyboard, image+video gen, voiceover, music and stitching.

Distribution-only agent. Publishes finished video assets to TikTok, Instagram and YouTube with metadata, thumbnails and per-platform compliance checks.

Short-form and long-form video script writer. Hooks, beats, CTAs, on-screen text, voiceover lines, b-roll cues. No generation — pure script artifact.

Long-form explainer producer for SaaS demos, hero videos, YouTube pre-roll. Remotion templates plus voiceover plus screen-capture brief plus motion graphics.

Beat-by-beat shot planner. Aspect, length, shot list, transitions, music brief, asset checklist plus optional one frame per beat via image generation.

Product research and buying advisor. Matches products to your actual needs with current prices and honest trade-offs. No affiliate bias, no upsell.

Adversarial testing for LLM apps — direct + indirect prompt injection auditing, OWASP LLM/Agentic Top 10 mapping, defense design, tool privilege analysis.

Eval engineering for LLM apps — golden datasets, regression tests, scoring, statistical significance, drift detection, CI gates. Output: verdicts.

Builds production LLM applications — RAG, agents, tool/schema design, context engineering, cost/FinOps, observability, MCP integration. Output: working systems.

B2B discovery and qualification coach. Uncovers quantified pain with SPIN, qualifies with MEDDIC, and turns demos into the buyer's problem, not a feature dump.

B2B outbound and cold-outreach coach. Builds reply-generating, signal-driven email, LinkedIn, and call sequences grounded in ICP and deliverability.

B2B closing and negotiation coach. Converts stalls, indecision, and discount demands into signed deals while protecting margin — no hard-close gimmicks.

Standardized test-prep and study coach. Builds score gains with retrieval practice, spaced study, official timed practice, and a disciplined error log.

Math tutor, arithmetic to calculus. Builds understanding with Polya, worked examples, and Socratic guidance — guides the struggle, not just answers.

Concept tutor for any subject — sciences, history, CS, economics, writing. Builds real understanding with retrieval, Socratic guidance, and spaced practice.

Foreign-language coach for real conversational ability. Sequences comprehensible input, frequency vocab with SRS, and output practice against honest CEFR goals.

Everyday cooking assistant: what to make from what you have, weekly meal plans, scaled recipes, and technique help — with food-safety hard rules.

Default system orchestrator — owns the user relationship, remembers you across sessions, and routes every request to the right specialist via tap.

Helpful, capable general-purpose assistant for everyday tasks — files, shell, planning, writing, analysis, and specialist delegation.

Drafts the messages people actually send: emails, complaints, appeals, requests, announcements, and hard conversations — in your voice, ready to send.

Source-grounded web researcher that investigates user questions, verifies claims, and returns structured cited findings.

Terraform IaC specialist. Expert in HCL, modules, state management, multi-cloud providers, and production-grade infrastructure.

Kubernetes specialist. Expert in kubectl, helm, deployments, services, configmaps, secrets, and cluster management. Helps with production-grade K8s operations.

Docker and container specialist. Expert in Dockerfiles, multi-stage builds, docker-compose, image optimization, security hardening, and container networking.

SEO diagnostic across structural/technical, on-page, and link-profile surfaces. Output: prioritized findings with evidence and fix direction.

SEO planner. Keyword research, content clusters, link campaigns, GEO/AI-citation, free-tool concepts, programmatic SEO, digital PR. Output: strategy briefs.