글쓰기·창작 스킬

Analyze git repository history to produce a codebase risk profile before code review. Probes repo size, runs 7 parallel git analysis pipelines (hotspots, bug magnets, bus factor, contributor momentum, firefighting frequency, newly added files), cross-references hotspots with bug magnets to identify high-risk files with primary owner annotation, and writes walkthrough/recon-report.md. Use before code review to prioritize reviewer attention, at the start of linear-walkthrough Phase 1 Discovery to weight file coverage, or when onboarding to an unfamiliar codebase.

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Remove the AI tells readers react to in a Facebook Page post: 2026 vocabulary by density, reveal bridges, staccato stacks, stacked triads, announcement auto-pilot. Also --mode audit (under-80 sweet spot, hook, engagement bait), --mode profile (learns how you write) and --mode interview (fills your Story Bank: the stories, scars and numbers posts are made of). Not for writing from scratch (use fb-post-writer). Keywords: humanize, de-AI my post, interview me, audit before posting.

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Generate a weekly Facebook Page content plan from a theme, audience, and content pillars. Produces per-day picks (short post vs story post, hook formula, angle, posting time, primary goal), a short-to-story post mix, a daily comment-reply target, and a share-optimized goal-mix balance check across shares, comments, and reactions. Use when the user wants to plan a week of Page content. Not for drafting one post (use fb-post-writer) or replying to comments (use fb-engagement-drafter).

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Draft a short punchy Facebook Page post, or a longer story post, using a 2026 Facebook hook formula (one-line opinion, tiny number, ask-the-page question, this-or-that, useful tip, story post) picked by goal (shares, comments, reactions). Favors the under-80-character engagement sweet spot, runs the humanizer pass, and publishes via Publora on approval. Use to write a Page post from notes. Not for replying to comments (use fb-engagement-drafter) or auditing a draft (use fb-humanizer).

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Reverse-engineer the hook from a high-share Facebook Page post, from its URL or pasted text. Identifies which of the 10 canonical 2026 Facebook formulas it uses (one-line opinion, tiny number, ask-the-page question, this-or-that, behind-the-scenes, story post, announcement, spotlight), explains why it earned shares or comments, and returns a blank template mapped to your topic. Use to learn from a Page post you admire. Not for writing your own (use fb-post-writer).

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Write and change a product spec. Covers what belongs in the spec rather than in architecture, the status vocabulary, requirement IDs and how to keep them stable, and how to size a requirement so it becomes one story. Use when adding or editing a spec chapter, when a PR changes behaviour and the spec has to move with it, or when asked what the product should do. Triggers - "write the spec", "add a requirement", "spec this out", "update the spec", "what should this do".

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Develop and direct male-audience AI short dramas through role-specific workflows for showrunning, screenwriting, casting and original character design, art, performance, cinematography, storyboarding, sound, post, continuity, and asset handoff. Use when the user asks for 男频短剧、微短剧、玄幻修仙、都市逆袭、职业创业、历史权谋、末世科幻、悬疑规则、竞技成长、选题、剧本、改稿、选角定妆、分镜运镜、生图/生视频制作说明、项目圣经或跨工种协作。

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Develop and direct female-audience AI short dramas through role-specific workflows for showrunning, screenwriting, casting and original character design, art, performance, cinematography, storyboarding, sound, post, continuity, and asset handoff. Use when the user asks for 女频短剧、微短剧、言情或非言情女性向故事、女主成长、关系戏、职业戏、女性群像、选题、剧本、改稿、选角定妆、分镜运镜、生图/生视频制作说明、项目圣经或跨工种协作。

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Generate platform-native hooks optimized for engagement, curiosity, and audience tension. Use when creating social media hooks, launch post openings, thread starters, video intros, founder story angles, or campaign first lines.

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Finds or publishes a pkg.pr.new canary release for a Storybook branch. Use when the user wants the canary package specifier for a branch or needs to trigger the canary workflow manually.

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Implements the next mobile story

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Build a MotherDuck dashboard as a Dive, choosing the analytical story, metrics, and section queries.

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Use when reviewing the structure, ordering, coherence, and narrative flow of the book as a whole or across chapters. Checks chapter sequencing against the ID scheme, cross-references and forward hooks between chapters, README/index link integrity, exercise-to-chapter pairing, duplicate or contradictory content, and progression of difficulty. Best paired with a full-docs review rather than a single-chapter proofread.

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Use when proofreading, copy-editing, or verifying English in any docs/**/*.mdx chapter or code comment in this repo. Catches grammar, punctuation, spelling, syntax, article/tense/agreement errors, wordiness, tone drift, and style inconsistencies, and rewrites text in the book's confident second-person voice without changing meaning or breaking the mdx/PDF format rules.

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Maintain the local SQLite refresh-storage plugin, its public parser, atomic rotation and replacement, replay history, durability and lifecycle, and refresh-engine consumer tests. Excludes automatic portal backend selection and storage for OIDC or OAuth sessions.

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Maintain host-independent persistent runtime state, its reusable directory parser, encrypted records and generated keys, portal and portal-free OAuth sessions, refresh/OIDC replay history, local identity epochs, restart E2E tests, and embedding lifecycle contracts.

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Analyze the documents for spelling, capitalization, punctuation, word break, or grammar errors. Use when the user wants to "proofread" or "spellcheck" a document.

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Search your conversation history using ripgrep. Use when you need to find previous messages, file edits, tool calls, or decisions from earlier in the session.

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Transform any research material into SEO+GEO-optimized blog posts for Knox Hub. Takes any input (URL, article text, notes, video transcript, competitor post, topic idea) and rewrites it as natural human-sounding content, then fills in all fields for the Knox Hub post editor: title, excerpt, SEO settings, FAQ schema, table of contents, sticky sidebar, and full article content in Markdown. Output is ready to copy-paste into your blog/CMS post editor. Use when asked to "write a post", "rewrite this", "сделай пост", "напиши статью", "перепиши это для блога", "create blog post", or any content creation task.

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Records and replays browser sessions using rrweb recording library with DOM mutation serialization. Integrates with LogRocket API and FullStory Data Export API for session analytics.

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Atuin replaces your existing shell history with a SQLite database that records additional context like exit codes, session IDs, working directories, and command durations. It provides encrypted cross-machine sync and a full-screen fuzzy search UI bound to Ctrl-R.

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Generates SEO and AEO optimized blog posts from source content. Supports feature announcements, product launches, thought leadership, cookbooks/tutorials, report conversions, and news analysis. Outputs complete posts with TLDR, FAQ, schema markup, and internal linking recommendations.

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Use when you want an SEO and AEO optimized blog post from source material, including feature announcements, launches, tutorials, or thought leadership.

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Weekly feature launch announcement pipeline. Reads recent MRs, generates Slack announcement (with approval gate), then autonomously produces a blog post, LinkedIn posts (brand + personal), and a LinkedIn carousel. Use when: weekly roundup, feature launch announcement, what's new, launch pipeline, weekly announcement.

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