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Skills in this repository
SkillsMP has collected 117 skills from Muvon/octomind-tap. Open a skill to review its source and details.
Muvon/octomind-tapShowing 40 of 117 collected skills.
Reference for octomind's out-of-band control plane: the self-report token, deterministic loop/no-progress/recovery detectors, the verify-gate and its free pre-gates, the plan mechanic with plan-complete gating and reassess on broken assumptions, condense,…
Complete guide for octomind workflow files: pipeline design (pattern selection, step decomposition, sentinel handoff contracts, loop convergence, context economics) plus the exact TOML syntax for the external orchestrator that chains octomind run…
Modern C++ architecture, RAII, value semantics, and reproducible dependency and library selection guidance. Auto-activates in C++ projects.
Pattern matching, supervision, process-lifecycle, and concurrency design, and Phoenix conventions. Auto-activates in Elixir projects.
Modern idiomatic Java: records, sealed types, pattern matching, virtual threads, and explicit failure contracts. Auto-activates in Java projects.
Idiomatic Kotlin: null-safety, coroutine ownership, Flow delivery, and Android/Multiplatform boundaries. Auto-activates in Kotlin projects.
Write and review concise, typed PHP 8.x code with version-aware features through PHP 8.5, explicit validation, and practical quality checks. Auto-activates in PHP projects.
Idiomatic Ruby and Rails architecture: objects, services, ActiveRecord persistence, transactions, and Active Job boundaries. Auto-activates in Ruby projects.
Generate, improve, analyze, and debug LLM prompts. Activate only when the user explicitly asks to write, rewrite, optimize, diagnose, or design a prompt/system prompt, or names a prompt-engineering technique.
Country-by-country conventions for job-application documents in 2026: resume vs CV terminology, length, whether to include a photo, GDPR/consent clauses, date and locale formatting, and personal-data norms. Adapt an application to the target market so it…
Operational funnel for finding and qualifying SAFE free places to place backlinks. Encodes the prospect categories (reclamation, resource pages, broken links, journalist requests, communities, aggregators, niche directories), the per-target qualification…
Operational skill for landing genuine editorial guest posts that earn high-quality contextual links without triggering the Oct-2025 spam update on guest-post farms. Encodes the 7-stage workflow (author tier-mapping, discovery operators, 11-point site…
Operational funnel for discovering high-intent, low-competition long-tail keywords (4+ word phrases with weak SERP defenders), the keyword class that actually ranks for new and mid-authority sites without massive backlink spend. Encodes the discovery method…
Validation funnel for deciding which free tool to build for backlinks, embeds, and AI-search citation, encoding the data-moat-first methodology: niche-fit gate, data inventory, 5-candidate scoring across niche/moat/SEO/feasibility/monetization, alignment…
Write and revise Mastodon posts, replies, launches, and proof updates in the author's documented voice, covering discovery, visibility, accessible publishing, disclosure, and qualified follow-up. Activate for Mastodon or Fediverse publishing briefs; check the…
Draft and revise Medium stories in the author's documented voice, with sourced proof and a deliberate business purpose, covering publication submissions, native launches, canonical syndication, disclosure, reader access, and measurement. Activate for writing…
Write and revise Meta Threads posts, replies, and launch copy in the author's documented voice, covering format choice, honest proof, conversation, and conversion paths. Use for posting on Threads, a Threads campaign, or a threads.com brief; excludes…
Write and revise X posts, replies, threads, profiles, and launch proof in the author's documented voice. Activate for X or Twitter publishing copy, product announcements, demos, customer outcomes, and post-publication reply plans, choosing formats and…
Write YouTube scripts and publishing packages in the author's documented voice, covering format choice, honest packaging, spoken delivery, and qualified next steps. Activate for titles, thumbnails, descriptions, Shorts, channel posts, product launches,…
How to write a behavioral spec an autonomous agent can implement with zero unstated assumptions: EARS requirement patterns, the requirements/constraints/verification triple, wording discipline, spec layering and split rules (repo/feature/task, parent-child),…
Deep guide for writing Octomind agent manifests: TOML format, required fields, system prompt structure, temperature guidelines, external workflow/layer pointers, and the pre-write checklist. Activate when creating or editing agents/<domain>/<spec>.toml files.
Deep guide for creating Octomind capabilities: capability file format, provider files and the default.toml symlink pattern, dep script companion .md requirements, setup-symlinks.sh registration, and the validation checklist. Activate when creating or editing…
Operational playbook for training, evaluating, and publishing `muvon/octomind-embed`, the BGE-small-en-v1.5 fine-tune that powers octomind's capability auto-activation. Covers when to retrain (after any change to `capabilities/*/config.toml` triggers or…
Complete guide for creating AgentSkills-compliant SKILL.md packs in the octomind-tap registry: frontmatter fields, body structure, auto-activation rules, validate scripts, and quality principles. Activate when creating or editing skills/<name>/SKILL.md files.
Harvest Hacker News discussions and inspectable artifacts into a dated, source-linked brief. Activate when researching HN trends, prior submissions, launch examples, or audience objections; separate observed attention from ranking hypotheses and product…
Harvest Mastodon posts and topic conversations into a sourced, server-scoped brief. Activate for Mastodon or Fediverse trend scans and harvesting requests; verify accessible surfaces, preserve sampling limits, and distinguish observed participation from…
Harvest X conversations into a sourced topic brief. Activate when asked to scan Twitter or X trends, buyer pains, launch reactions, or post formats; validate live surfaces, compare relevant accounts with explicit metric limits, and distinguish observed…
Harvest YouTube topic demand, channel-relative outliers, buyer questions, and reusable format ideas. Activate for YouTube trend scans, competitor or launch monitoring, and evidence-backed content briefs; separate observed public data from private analytics…
Catalog of proven first-1.5-second hook patterns for short-form video (TikTok, Reels, Shorts): an 11-pattern hook catalog (pattern-interrupt, contrarian, problem-aware, curiosity-gap, stat punch, identity bait, and more) plus visual hook devices that stack on…
Canonical reference for platform-by-platform video output specs: aspect ratio, length cap, codec, bitrate, frame rate, color, caption style and safe-zone bands. Per-platform spec table covers TikTok, Reels, Shorts, IG/FB feed, Stories, Snapchat, YouTube…
Draft and revise Reddit posts, comments, AMAs, and product launches in the author's documented voice. Use when preparing content for a subreddit: check community rules, choose a native format, ground claims in supplied proof, disclose affiliations and AI use,…
Draft and revise TikTok scripts, captions, and publishing packages in an identifiable author's voice. Activate for TikTok posts, product demos, launches, customer proof, and creator collaborations; choose formats by audience intent and separate verified…
Write and revise Bluesky posts, replies, threads, launches, and proof posts in the author's own voice. Activate for Bluesky drafting, format selection, community participation, or a publishing package with sourced claims and an explicit next step.
Prepare source-grounded Hacker News submission briefs, human-authorship handoffs, and launch response plans. Activate for Show HN, Ask HN, Tell HN, Launch HN, linked articles, or HN comments; choose the right format, preserve author voice, and connect useful…
Write and revise Instagram captions, Reels, carousels, Stories, and launch or proof posts in the supplied author's voice. Activate when drafting for Instagram; choose formats, build a usable publishing package, and connect attention to a relevant next action…
Write and revise LinkedIn posts, launch copy, comments, and supporting profile or long-form copy in the author's documented voice. Activate for LinkedIn drafting, with evidence-led format selection, customer-proof handling, and a complete publishing package.
Harvest Instagram post, carousel, Reel, and audio patterns into a sourced trend brief with observed metrics, original adaptation angles, and uncertainty. Activate in trend sessions mentioning Instagram or Reels, or on explicit Instagram trend, scan, analysis,…
Harvest LinkedIn posts and conversations into a sourced brief for a specific audience. Activate for LinkedIn trend scans or research briefs; capture current surfaces, buyer questions, format patterns, and evidence limitations without inventing ranking weights.
Harvest Reddit conversations and community-specific opportunities with cited posts, current rule checks, and explicit coverage limits. Activate when researching Reddit trends, scanning subreddits, or preparing a Reddit evidence brief; return observed patterns…
Harvest TikTok trend evidence into a source-linked brief with audience fit, observed momentum, original angles, and commercial-use constraints. Activate for TikTok trend scans, Creative Center research, and browser-based campaign discovery; separate observed…