# jtydhr88

> Open-source publisher. Listings imported from github.com/jtydhr88 — credited to the original author with their license.

- **Listings:** 82
- **Total installs:** 0
- **Profile:** https://agentstack.voostack.com/s/jtydhr88
- **Website:** https://github.com/jtydhr88

## Published listings

- [Sw Chinese Opera Qupai](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-chinese-opera-qupai) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-chinese-opera-qupai`
  Chinese opera playwriting for the qupai (曲牌体) system — 元杂剧, 明清传奇, 昆曲, 川剧高腔, where sung text is filled into fixed tune patterns (填词) rather than built from paired lines varied by metre. Covers stage vs study (李渔 vs 吴梅/王季烈), the 清曲/剧曲 switch, the zaju branch (四折一楔子, one 宫调 and one rhyme per act, 一人主唱, 题目正名), the chuanqi branch (出, 副末开场, 南北合套, 集唐下场诗), tune-filling (格律, 前腔/换头/幺, 衬字, 务头, 尾声, 四十禁), the…
- [Sw Industry Business](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-industry-business) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-industry-business`
  The screenwriting business and career (编剧行业与生意经) — merged from Diamond & Weissman's Bulletproof (buyer's-eye workflow, three Cs, one-page nine-step, set pieces, submission, notes, resilience), Eric Bork's The Idea (PROBLEM seven-element idea test, 60/30/10, television differences), Neill Hicks (market four entities, six criteria, WGA, agents, option, credit arbitration, gross vs net, step deals),…
- [Sw Dialogue](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-dialogue) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-dialogue`
  Dialogue writing and revision for screen and stage (对白/台词/潜台词) — merged from Robert McKee's Dialogue (dialogue as action, said/unsaid/unsayable, exposition as ammunition, beat = action/reaction gerunds, flaws of credibility/language/content/design, character-specific vocabulary and grammar, seven scene analyses), Richard Walter (economy, subtext, argument, no small talk, no parentheticals, silenc…
- [Sw Japanese Screenwriting](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-japanese-screenwriting) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-japanese-screenwriting`
  Japanese (and other non-Hollywood) screenwriting methods (日本编剧方法/原创剧本实战) — distilled from ten Japanese directors and writers in ゼロからの脚本術: Kosawa Ryota (three acts as 起承转合, speed by jumping), Uchida Kenji (beautiful structure, time-axis tricks), Miki Satoshi (small-material notebook, theme emerges later), Sono Sion, Omiya Ellie (dialogue from inner monologue), Kakei Masaya ("if + moreover"), Fukud…
- [Sw Series Case Studies](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-series-case-studies) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-series-case-studies`
  Case studies of television series writing (剧集案例库) from primary texts: Sorkin's six West Wing teleplays (act-page tables, eight act-out types); Chase's five Sopranos scripts (the 35-beat A/B/C/D recipe, what a pilot refuses to explain); Fellowes's annotated Downton Abbey season two (19 storylines, 419 footnotes); Waller-Bridge's Fleabag Scriptures (the six-episode half-hour template); Calvisi's ei…
- [Sw Chinese Opera Qupai Cases](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-chinese-opera-qupai-cases) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-chinese-opera-qupai-cases`
  Worked qupai-system (曲牌体) opera scripts, act by act. Guan Hanqing's three surviving zaju (窦娥冤／救风尘／金线池 — twelve acts, 126 tunes, one mode and one rhyme per act, sung/spoken ratios); Tang Xianzu's 牡丹亭 (55 scenes, ~420 tunes, 集唐 closing quatrains, the 圆驾 south-north composite suite); Kong Shangren's 桃花扇 (44 scenes plus four unnumbered, the 副末 frame line, upper/lower halves, a fan's seven transformat…
- [Sw Truby Anatomy](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-truby-anatomy) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-truby-anatomy`
  Organic story anatomy from John Truby's The Anatomy of Story (有机结构/设计原则/22步骤/道德议题/四角对立/幽灵/场景编排) — the designing principle (story process plus original execution), the seven key steps as the organic spine, all twenty-two steps with the middle-act machinery the beat sheets lack (ghost, fake-ally opponent, plan, opponent's drive, ally's attack, fake defeat, three revelation-and-decision pairs, audie…
- [Ozu Screenplay Style](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-ozu-screenplay-style) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-ozu-screenplay-style`
  Writing screenplays in the style of Ozu Yasujiro and Noda Kogo (小津安二郎・野田高梧) — distilled from six complete screenplays (晚春 Late Spring, 麦秋 Early Summer, 东京物语 Tokyo Story, 浮草 Floating Weeds, 秋日和 Late Autumn, 秋刀鱼之味 An Autumn Afternoon). Covers the "family member leaves" master plot, off-screen events / on-screen reactions, lie-driven plots, minimal-syllable confessions, go-between characters, facele…
- [Sw Writers Room](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-writers-room) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-writers-room`
  How episodic television actually gets made by a group (编剧室与制作现实) — merged from Goldberg & Rabkin (pitch as audition, leave-behind, cracking the story, beat sheet, notes discipline, production rewrites), Pamela Douglas (John Wells's room, staff-from-hell mistakes, the seven-rung ladder, step deal, the 14-day draft), Neil Landau's showrunner interviews (Lindelof, Mazzara, Katims, Bays), Evan Smith…
- [Sw Scene Craft](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-scene-craft) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-scene-craft`
  Scene and sequence craft (场景/段落/细节/道具/悬念/情趣) — merged from Robert McKee's scene design and five-step scene analysis (value turn, beats, text/subtext, turning points, pacing, image systems), McKee's Dialogue scene types (balanced, comic, asymmetric, indirect, reflexive, minimal), Syd Field's sequence and scene elements, Neill Hicks (less is more, enter late leave early, energy), Richard Walter (ac…
- [Sw Series Structure](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-series-structure) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-series-structure`
  Episode and season structure for TV series (剧集单集与季的结构) — teasers and cold opens, broadcast four/five/six-act grids with page anchors, three tests for finding the invisible acts in streaming scripts, act-out and cliffhanger taxonomies, Oberg's four information tools, A/B/C/runner weaving and scene-count ratios, the Calvisi pilot beat sheet, five-part scene structure, and season shape (tentpoles, b…
- [Sw Series Engine Bible](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-series-engine-bible) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-series-engine-bible`
  From an idea to a sellable series design: series engine / franchise, story pattern, character webs that keep generating conflict, pilot types, and the documents that sell them (剧集引擎/franchise/故事模式/人物网/试播集类型/剧集圣经/跳板/提案). Merged from Rabkin's four-element franchise and story landmines, Landau's tacit contract and pitch recipe, Oberg's series types and bible specs, Douglas's franchise-plus-springboa…
- [Sw Chinese Series Practice](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-chinese-series-practice) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-chinese-series-practice`
  Mainland-Chinese TV-series craft, documents and production chain (国产剧创作体系与制片链) — the China layer parallel to the Japanese and Korean/French skills. Distilled from Yao Kougen 姚扣根《电视剧写作概论》(2016: series taxonomy, four Chinese script formats, the 3-minute/15-minute/episode-end suspense law, 36 situations), Zhang Wei 张巍《电视剧改编教程》(2014: five source types, sell-point migration, six case studies), Zhang M…
- [Sw Chinese Opera Banqiang](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-chinese-opera-banqiang) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-chinese-opera-banqiang`
  Playwriting for banqiang-system Chinese opera (板腔体：京剧、豫剧、越剧、秦腔、评剧、沪剧、淮剧、川剧弹戏), where sung passages are paired seven- or ten-character lines varied by metre (板式) rather than filled into fixed tune patterns. Covers genre (唱工戏／做工戏／武戏), the main line, technical structure and 排场, how 行当 and a named star decide the writing, 程式, lyric craft (唱词：上下句、重点句、垛句、辙口), 宾白 and the sung/spoken seam, duets, what th…
- [Sw Character Conflict](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-character-conflict) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-character-conflict`
  Character creation, protagonist/antagonist design and dramatic conflict for scripts (人物/对手/冲突) — merged from Lajos Egri (three-dimensional character, orchestration, unity of opposites, pivotal character, rising vs static vs jumping conflict, transition), William Indick's Psychology for Screenwriters (Freud, Erikson, Jung archetypes, Campbell/Murdock hero journeys, Adler, Rollo May), Robert McKee…
- [Sw Korean French Screenwriting](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-korean-french-screenwriting) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-korean-french-screenwriting`
  Korean and French screenwriting practice (韩国/法国编剧方法) — from the international masterclass: Oh Seung-uk (Christmas in August, The Shameless: field research in disguise, "write the emotion", first act and last act first, spaces as skeleton, reading to hostile listeners, surviving producers), Choi Seok-hwan (King and the Clown: genre as promise to the audience, "story = deepening crisis + intensifyi…
- [Sw Workflow](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-workflow) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-workflow`
  Project orchestrator for the screenwriting skill set (剧本项目主线调度 / 状态存档 / story bible) — a meta-skill that adds no new craft knowledge but routes a screenplay or stage-play project through stages (premise → structure → character → scenes → draft → revision → submission) and a TV / streaming series project (电视剧 / 剧集 / pilot / 一季) through a separate series stage table (engine → character network & se…
- [Sw Premise Theme](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-premise-theme) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-premise-theme`
  Premise, theme, controlling idea, subject selection and logline for scripts (前提/主题/立意/选材/戏核) — merged from Lajos Egri's premise-as-tyrant and dialectic, Robert McKee's controlling idea (value + cause) and idea/counter-idea, Neill Hicks' five premise questions, Lisa Cron's "third rail" (desire vs misbelief, origin scene, what-if), Julian Hoxter's logline and theme-attitude rule, Blake Snyder's log…
- [Succession Series Writing](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-succession-series-writing) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-succession-series-writing`
  Writing a Succession-style ensemble series (继承之战群像剧写法) — distilled from Jesse Armstrong's complete shooting scripts for all four seasons, 39 episodes (Faber 2023), with his introductions and footnotes, plus Frank Rich's and Lucy Prebble's essays on the writers' room. Covers the invisible-act three-test for scripts with no ACT marks, container episodes built on a ceremony's running order, pressure…
- [Sw Genre Anatomy](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-genre-anatomy) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-genre-anatomy`
  Genre anatomy from John Truby's The Anatomy of Genres (类型解剖 / 类型节拍 / 混合类型 / 超越类型) — genres as beat systems with a life philosophy underneath: three rules (hit every beat of your genre, mix three or four genres, transcend the primary genre), the ladder and families of twelve genres (Horror 恐怖, Action 动作, Myth 神话, Memoir and Coming-of-Age 回忆录与成长, Science Fiction 科幻, Crime 犯罪, Comedy 喜剧, Western 西部,…
- [Sw Sitcom Comedy](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-sitcom-comedy) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-sitcom-comedy`
  Half-hour television comedy craft (半小时情景喜剧/笑点力学/困境机器/多机位单机位格式) — merged from Evan S. Smith's Writing Television Sitcoms (premise-driven comedy in three levels, nine predicaments, six character mixes, setup/punchline mechanics, toppers, running gags, ten comedic nuances, format rules), Neil Landau's sitcom seven-step formula and comedy-room models, Richard Blum's act-length and set-count parameter…
- [Sw Format Adaptation](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-format-adaptation) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-format-adaptation`
  Screenplay format, page craft, the writing process and adaptation (剧本格式/写作流程/改编) — merged from Wendy Henson (spec format rules), Richard Walter (page craft, revision), Neill Hicks (selling vs shooting script, draft chain), Syd Field (master shot, card method, adaptation as original work), Robert McKee (step outline → treatment → screenplay), Julian Hoxter (format elements, adaptation four questio…
- [Sw Chinese Opera Banqiang Cases](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-chinese-opera-banqiang-cases) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-chinese-opera-banqiang-cases`
  Worked full-length scripts of banqiang-system Chinese opera with their creation records (板腔体全本语料库). Primary texts: 翁偶虹《锁麟囊》 (the revised score edition, 65 arias, 15 self-account-vs-score checks), 汪曾祺等《沙家浜》 (the 1965 text, not the 1970 one; 36 arias, a 12-row two-version diff), 田汉《白蛇传》 (the 1955 book, not the web revision; 16 scenes, 王瑶卿说腔五条), 杨兰春《朝阳沟》 (1978 revival, 50 arias, 口语入唱, per-scene sung…
- [Chekhov Dramaturgy](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-chekhov-dramaturgy) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-chekhov-dramaturgy`
  Writing plays and screenplays in the Chekhovian mode (契诃夫戏剧法) — distilled from the complete plays (没有父亲的人/普拉东诺夫, 伊凡诺夫, 林妖→万尼亚舅舅, 海鸥, 三姊妹, 樱桃园, nine one-acts) plus Chekhov's own letters, Stanislavsky's and Nemirovich-Danchenko's rehearsal notes and 焦菊隐/童道明 criticism. Covers the four-act mood-based structure without central climax, off-stage events, "correct answer stated in Act 1 and refused", the…
- [Mc Rhythm Section](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-rhythm-section) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-rhythm-section`
  Rhythm section arranging and MIDI programming (节奏组与打ち込み) - drums, bass and harmony instruments as one unit, and how to make programmed parts sound played. Includes a style-by-style drum pattern and tempo lookup (rock, funk, R&B, hip hop, jazz, blues, Afro-Cuban, Brazilian, country, metal, techno): kick/snare/cymbal roles, tempo ranges, straight/swing/shuffle/half-time feel, signature fills and hi…
- [Mc Progressions](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-progressions) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-progressions`
  Chord progression lookup library (和弦进行速查库) - the eight famous named progressions with their variants and what each one actually does, a mood reverse-lookup, the eight variation techniques that turn one standard progression into ten, and an explicit warning list of the progressions generative models default to. This is a lookup skill, not a teaching skill - it answers "give me a progression that d…
- [Mc Render Compile](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-render-compile) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-render-compile`
  The compiler from ARR-SPEC to any generation backend (编译层). One compiler, many backends - the backend differences live in backends.yaml as data, never as separate skills. Covers the compile order, section-tag mapping, turning structured fields into prose style prompts without losing information, lyric chunking, the honors contract that decides which fields are scorable, degradation strategy when…
- [Mc Style Citypop Rnb](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-citypop-rnb) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-citypop-rnb`
  City pop and R&B as a style layer (都会流行与 R&B 风格层) - the sound built on borrowed jazz harmony, a pushed bass, and deliberate space. The harmonic vocabulary that defines it and where it comes from, the rhythm-section signature of a bass ahead of the grid against drums on it, the instrumentation roster with its register discipline, a measured spectrum budget, why R&B is the most subtractive style in…
- [Mc Arrangement Arch](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-arrangement-arch) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-arrangement-arch`
  Arrangement architecture (编曲结构学) - the shape of a track over time rather than its notes. Energy curve and dramatic arc, subtractive arranging, layering as form (instrument entry/exit events), formal skeletons and section proportion, arrangement-hook placement, why the second verse must not be a copy, and how to end. Use when the user is arranging a song and asks how to structure it, when a track…
- [Mc Sound Design](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-sound-design) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-sound-design`
  Synth and timbre design as an arrangement decision (音色设计) - deciding what a sound must be before touching a knob. The four-question intent checklist (percussive or pitched / register / envelope shape / bright or dark) and its mapping to oscillator, tune, amp EG and filter; resetting to an unprocessed starting state instead of browsing presets; the sculpting model of subtractive synthesis; filter…
- [Mc Style Edm](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-edm) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-edm`
  EDM and club music as a style layer (电子舞曲风格层) - a form built on layer addition and subtraction rather than verses and choruses. Why club structure works on the floor and not at home, the long build and the drums-only section that exists for the DJ, layering as form when there is no melody to carry it, the one place where absolute quantization is correct and the one constraint that still applies,…
- [Mc Mix Intent](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-mix-intent) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-mix-intent`
  Mix intent as a handoff artifact (混音意图) - stating what a mix must achieve so a human engineer, a DAW, or a generative backend can all act on it, without prescribing EQ or compressor settings. The five domains (time, frequency, level, stereo, depth) and the imagined sound stage, the four goals (mood, balance, definition, interest), where balance is required and where depth must be consistent inste…
- [Mc Style Rock Band](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-rock-band) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-rock-band`
  Rock and band-format music as a style layer (乐队编制风格层) - what changes when five people in a room have to play it. The band roster as a hard constraint, why rock opens with fewer instruments than any other style, power chords and the harmony rules that stop applying, and riff as the primary hook carrier - Rooksby's 30 riff types (interval / scale / chord based), riff length and the 3+1 repetition p…
- [Mc Workflow](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-workflow) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-workflow`
  Entry point and router for the music composition library (作曲编曲工作流与路由). The S0-S7 stage table from brief to delivered audio, which skill to load for which task, the full-library boundary table that prevents two skills claiming the same decision, the ARR-SPEC gate rules, and the three testing devices (routing, text-layer A/B, compliance rate). Load this FIRST for any request that will produce or ch…
- [Mc Counterpoint](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-counterpoint) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-counterpoint`
  Counterpoint and voice writing (对位与声部写作) - writing a second line that is genuinely independent rather than a harmony part. The four complementarity axes that make two lines combine (rhythmic density, interval colour, contrary/oblique/similar motion, staggered peaks), contrast between unlike versus like characters, the melodic constraints a contrapuntal line must obey, the five species, and invert…
- [Mc Vocal Direction](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-vocal-direction) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-vocal-direction`
  Vocal direction and harmony design (演唱指导与和声设计) - specifying how a vocal should be delivered, not just what notes it sings. The two musical criteria, the vocabulary that actually changes a performance (brighter rather than louder, harder consonants rather than louder), consonant/vowel separation and why the beat lives in the vowel, the anti-perfection pitch philosophy that keeps a vocal from sound…
- [Mc Development](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-development) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-development`
  Thematic development (乐思发展层) - what the theme is and what each section does with it. Owns `material` (motif, character, stated_in) and `form[].development`, a closed set of ten operations (repeat/sequence/extend/contract/fragment/vary/augment/counterpoint/new/recap). Covers the line between developing and piling up, each operation with its criterion and cost, motive-to-phrase construction, phrase…
- [Mc Style Cinematic](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-cinematic) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-cinematic`
  Cinematic and hybrid orchestral music as a style layer (影视管弦与 hybrid 风格层) - the library's landing point for what "film grade" actually means. The three colour-configuration principles (pure-timbre layering, juxtaposition, and the mixed use of both), unison-that-is-not-unison and rhythmic heterophony as tension devices, why cinematic harmony is often non-functional and what replaces function, the…
- [Mc Orchestration](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-orchestration) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-orchestration`
  Orchestration (配器) at the decision level - which instruments carry which line, pure vs mixed timbre, blending (unison, octave coupling, separate registers), balance, technique's effect on blend, register-dependent character, MIDI orchestration, and Chinese folk orchestra scoring - four sections, pairing/clash, melody/bass/harmony assignment, arranging/transplanting. Use when picking an instrument…
- [Mc Style Chinese Pop](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-chinese-pop) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-chinese-pop`
  Mandarin and Cantonese pop as a style layer (华语流行风格层). What is actually specific to Chinese-language pop rather than borrowed wholesale from J-pop and Anglo-American pop, the transfer table for what may and may not be carried in or out, the tone-melody constraint that shapes Mandarin and Cantonese melody writing and why it belongs to the lyrics library, what the corpus can currently support and w…
- [Mc Modulation](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-modulation) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-modulation`
  Modulation (转调) - moving between keys and making the seam sound intended rather than accidental. Closely related versus distant keys, the cushion chord and its announcement ladder from smoothest to most impactful, degree thinking, the three tools that keep a modulation feeling unified, what each interval distance expresses, a six-step decision flow including the return trip, and a warning about t…
- [Mc Form](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-form) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-form`
  Song form and section design (曲式与段落) - the terminology, the standard templates, and how to build a setsu backwards from the chorus. The Japanese section vocabulary mapped onto Anglo-American terms (and the two that are routinely mistranslated), the two broad families sorted by chorus position, the royal-road template with its repetition-omission rule, ternary form and the recapitulation principle…
- [Mc Style Latin](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-latin) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-latin`
  Latin as a style layer (拉丁风格层) - three families that must never be blended into one "Latin" setting: Afro-Cuban, Brazilian and Caribbean. The clave system as the grammar that decides son or rumba and 2-3 or 3-2, the division of labour between conga tumbao, bass tumbao, piano montuno and timbale cascara and which of them actually holds the grid, where the lightness of bossa comes from and why samb…
- [Mc Style Jpop](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-jpop) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-jpop`
  J-pop as a style layer (日式流行风格层) - the chorus-centred design discipline that distinguishes Japanese pop from Western pop. Why the sabi sounds like the sabi and the first-aid kit when it will not lift, the two maximization strategies (exposure and anticipation) and the boredom trade-off that governs them, the internal structure of a chorus and the two ways to build one, the role and the optional n…
- [Mc Ai Tell Audit](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-ai-tell-audit) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-ai-tell-audit`
  The post-generation AI-tell audit (AI 味诊断). Run this on every generated track before accepting it. Covers the fourteen enumerable defaults that generative music models fall into, which of them are machine-measurable and which need ears, why compliance rate and AI-tell count are two separate numbers that must never be merged, the zero-point calibration that sets the pass threshold at 82 rather tha…
- [Mc Symbolic Score](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-symbolic-score) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-symbolic-score`
  Compiling ARR-SPEC into symbolic notation (符号乐谱输出) - ABC, MusicXML and MIDI from one emitter. Why the symbolic path matters (it is the only fully reproducible output and the only way YuE2 executes rather than guesses), the field-by-field mapping from spec to ABC headers and body, roman numerals to letter chords, multi-voice and per-part output, what each target format can and cannot carry, MIDI C…
- [Mc Style Hiphop](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-hiphop) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-hiphop`
  Hip-hop and trap as a style layer (嘻哈风格层): beat-first music where the producer is a programmer, not a drummer. Covers the third time-feel from Dilla Time (straight and swung at once) with usable numbers (rushed snare ~65 ms, per-voice swing, shift-timing ticks), the tempo bands for standard / slow / half-time, the 808 as harmony carrier versus the kick, sample-based beat making from Schloss's Mak…
- [Mc Melody](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-melody) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-melody`
  Melody writing (旋律法) - what a melodic line expresses and how to make it singable. Direction and interval width as expression, the hard limits on leaps and how to prepare and land them (windup, run-up, cushion, rebound), range setting against the human voice and the passaggio, long and short note values, cadence treatment and the eight degrees of closure, motive-phrase-section construction and the…
- [Mc Case Studies](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-case-studies) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-case-studies`
  The corpus layer (语料层) - how real recordings are made to testify for or against the textbook rules. Covers the reverse ARR-SPEC as the unit of the corpus, the corroboration table that turns rules times corpus into hit rates and tiers them as strong rule / tendency / not a rule, the two honesty constraints that keep the table from being circular, why naturally sampled corpora beat curated ones, wh…
- [Mc Texture Layering](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-texture-layering) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-texture-layering`
  Texture and spectral layering (织体与频谱分层) - arranging as a space budget rather than an instrument list. Foreground/middle-ground/background depth planning, the perceptual cues that decide what a listener hears as lead, rate-of-change discipline per depth layer, the frequency budget and the three ways to resolve a collision (yield / separate registers / alternate), and the maximal-density method for…
- [Mc Harmony](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-harmony) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-harmony`
  Functional and colour harmony (和声：功能与色彩) - choosing chords for a melody and then upgrading them without over-cooking. The three functions and three cadence types, the measure-by-measure harmonization procedure, substitution rules, seventh chords, and the colour techniques (slash chords, secondary dominants, two-fives, tritone substitution, subdominant minor, modal flavours, sus4, tensions, cliche…
- [Mc Style Jazz](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-style-jazz) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-style-jazz`
  Jazz as a style layer (爵士风格层) - what is specific to jazz and what is merely general music theory wearing a jazz hat. Chord-scale theory and the avoid-note idea, melodic minor harmony and the interchangeability that makes altered dominants work, the diminished and whole-tone resources, comping and voicing conventions, the head-solos-head form, bebop phrasing and accent placement, what a jazz arran…
- [Mc Rhythm Groove](https://agentstack.voostack.com/l/skill-jtydhr88-music-composition-skills-mc-rhythm-groove) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-music-composition-skills-mc-rhythm-groove`
  Rhythm and groove as musical material (节奏与律动) - what a rhythm is before anyone plays it. Beat feel versus tempo as independent variables, the weight structure of the bar, syncopation and anticipation and the precondition both require, the three ingredients of groove, onbeat versus offbeat feel and bounce, the melody's three possible relationships with the backbeat, and the ways a rhythmic figure…
- [Lw Japanese](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-japanese) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-japanese`
  The Japanese language layer for lyric writing (日文词的モーラ与符割り). The counting unit is the mora, not the kana or the syllable - the small tsu, the moraic n and the long vowel each take a beat, a palatalized pair takes one; one kana per note is the default, and the same melody remaps itself when the words change; every word carries a pitch-accent contour, and a melody that fights it gets the line heard…
- [Lw Narrative](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-narrative) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-narrative`
  Who is speaking, when they are speaking, and how much they are allowed to know (歌词的叙事层). The three narrative fields every lyric must fill - point of view, tense anchor, and the one thing deliberately left unsaid - with the cost of each person, the risk of mixing pronouns mid-song and the few shifts that actually work, how present/past/future change the listener's distance, why a fixed moment limi…
- [Lw Rap](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-rap) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-rap`
  Writing the words of a rap (说唱的词本身), not how the vocal sits in the beat. Rhyme density - how many rhymed syllables per bar and what it costs in intelligibility; multisyllable and compound rhymes, assonance, consonance, bent words, internal rhyme; rhyme schemes from couplet to whole-verse and where the rhyme lands; content forms (braggadocio, battle, concept, story, abstract, humorous) and line-le…
- [Lw Rhyme](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-rhyme) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-rhyme`
  Rhyme as a structural tool, not decoration (押韵与韵式). The full stability scale from perfect rhyme through family, additive, subtractive, assonance, consonance and partial rhyme - what each type does to closure - how to place stable and unstable types in the pushing and resolving positions of a scheme, the characters of AABB, ABAB, ABCB and xaxa, the three closure types, internal and multisyllabic r…
- [Lw Cantonese](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-cantonese) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-cantonese`
  The Cantonese layer for lyric writing (粤语填词的协音层). Cantonese has nine tones plus a tenth, and a syllable sung against its own tone is heard as a different word, so tone-melody agreement is a hard constraint, not a risk score. Gives the worked system: the nine tone values and their singing names 「三九四〇五二一八六」, the four class-scales 「〇二四三」 grouping the tones by tone-tail, the truth table of natural in…
- [Lw Korean](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-korean) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-korean`
  The Korean language layer for lyric writing (韩文词的音节与받침). One hangul block is one syllable is one note by default - unlike Japanese, a final consonant takes no beat of its own. The batchim (받침, syllable-final consonant) is the subject here: single and double batchim, the seven representative finals, and why a syllable closing on a stop is the wrong place for a long note, a phrase-end hold or a sec…
- [Lw Musical Theatre](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-musical-theatre) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-musical-theatre`
  Theatre and musical-theatre lyric writing (剧场与音乐剧唱词). How a song becomes an action instead of a pause, how to make the words sound like the character rather than the lyricist, and what Sondheim's three principles - Content Dictates Form, Less Is More, God Is in the Details, all in the service of clarity - actually change in a draft. Covers character diction by vocabulary, syntax, schooling and pe…
- [Lw Structure](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-structure) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-structure`
  The structural layer of a lyric (词的结构层) - what each section is for and what it must not say, which song form to pick, where the title lands and how often it comes back, and how line counts, line lengths and rhyme placement make a section feel finished or still owing something. Covers verse / pre-chorus / chorus / bridge / refrain functions, central versus developmental sections, AABA and verse-ch…
- [Lw Imagery](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-imagery) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-imagery`
  The imagery layer - how to find concrete nouns and make them a system (意象与具体名词). Object writing and the seven senses, the ten-minute timed practice, why abstract nouns are the most direct AI fingerprint and how to build the forbidden list, how to check that a lyric is not all sight, why a set of images must belong to one physical world instead of being piled up at random, simile versus metaphor a…
- [Lw Workflow](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-workflow) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-workflow`
  Entry point and router for the lyric writing library (作词工作流与路由). The two workflows that fork at the very first question - music-first versus lyrics-first - and their different stage tables, which skill to load for which task, the full-library boundary table, the LYR-SPEC gate rules, the bidirectional interface with the arrangement library, and the three testing devices. Load this FIRST for any ly…
- [Lw Song Intent](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-song-intent) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-song-intent`
  The gate you must pass before writing a single line (动笔前必填). Five questions that force an actual choice - which kind of song this is (attitudinal, situational, narrative, or expository, and why the default is not narrative), the one thing it says, who it is said to, at what moment, and the one photographable object that runs through it - with the failure mode each question catches, the downstream…
- [Lw Case Studies](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-case-studies) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-case-studies`
  The case layer - how to take a finished lyric apart and what three working lyricists say about their own habits (案例与拆解). A fixed twelve-row worksheet for dissecting any song, keyed to the library's own fields so every finding lands in a skill instead of staying an impression; the rule that a real lyric is read from the middle outward, not from the theme down; what Yao Qian, Zhang Li and Hong Yuan…
- [Lw Chinese Style](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-chinese-style) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-chinese-style`
  The Chinese-style layer for lyric writing (中国风歌词). What makes a lyric read as 中国风 rather than merely decorated - the vocabulary families it draws on (place, dynasty, object, craft, plant), the sixteen rhetorical devices Fang Wen-shan catalogues inside his own lyrics, each with a book example and a failure condition, why every image must belong to one material world and how one out-of-period objec…
- [Lw Ai Tell Audit](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-ai-tell-audit) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-ai-tell-audit`
  The pre-delivery AI-tell audit for lyrics (歌词 AI 味诊断). Run this on every draft before it ships. The eight enumerable symptoms that make AI-written lyrics recognisable in one listen, which are machine-countable and which need a person, the diagnostic path from symptom to owning skill, why a draft that passes every check can still be lifeless, and the remediation list. Use when a lyric draft is abo…
- [Lw Suno Interface](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-suno-interface) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-suno-interface`
  Compiling a finished lyric into generation-backend input (词稿 → 后端). Section tags and how they map, why line breaks inside a section are read as phrase boundaries rather than layout, what the backend does with punctuation and parentheses, the division of labour with the arrangement library's compiler, the backends that accept lyrics at all and what each does with them, and the checks that catch a…
- [Lw English](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-english) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-english`
  The English language layer for lyric writing (英文词的重音与节拍对齐). Word stress is fixed inside a polysyllabic word, so the melody bends to the word and never the reverse; stressed syllables belong on stressed notes, which keeps the natural shape of the language; line length is counted in stressed syllables, not total syllables; common meter and its 4-3 stress lines; long syllables want long notes and th…
- [Lw Tone Check](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-tone-check) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-tone-check`
  The tone-melody conflict detector and how to read it (倒字检测器). The one objective, computable criterion this library has - Mandarin dao-zi, where a syllable is heard as a different word because the melody enters it against its tone contour. Covers the correct model (incoming interval versus the syllable's own contour, not previous-end versus next-start), how to run it, how to read a risk score, the…
- [Lw Mandarin](https://agentstack.voostack.com/l/skill-jtydhr88-lyric-writing-skills-lw-mandarin) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-lyric-writing-skills-lw-mandarin`
  The Mandarin language layer for lyric writing (普通话作词的语言层). What Chinese as a language adds to the job: tone is phonemic, so the melody that enters a syllable can change which word is heard; one character is one syllable, so syllable count is character count; the thirteen rhyme families (十三辙) with their finals, example characters, wide-versus-narrow reach and loudness grades; how to pick a rhyme f…
- [Comfyui Node Inputs](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-inputs) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-inputs`
  ComfyUI node input types - INT, FLOAT, STRING, BOOLEAN, COMBO widgets, hidden inputs, optional inputs, lazy inputs, force_input. Use when configuring node inputs, adding widgets, or customizing input behavior.
- [Comfyui Node Frontend](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-frontend) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-frontend`
  ComfyUI frontend JavaScript extensions - hooks, widgets, sidebar tabs, commands, settings, toasts, dialogs. Use when adding UI features to custom nodes, creating custom widgets, or extending the ComfyUI frontend.
- [Comfyui Node Advanced](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-advanced) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-advanced`
  ComfyUI advanced node patterns - MatchType, Autogrow, DynamicCombo, node expansion, MultiType, wildcard inputs. Use when building complex nodes with dynamic inputs, type matching, or node expansion.
- [Comfyui Node Datatypes](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-datatypes) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-datatypes`
  ComfyUI data types - IMAGE, LATENT, MASK, CONDITIONING, MODEL, CLIP, VAE, AUDIO, VIDEO, 3D types, widget types, and custom types. Use when working with ComfyUI tensors, model types, or defining input/output data types.
- [Comfyui Node Packaging](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-packaging) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-packaging`
  ComfyUI custom node project structure - directory layout, __init__.py, registration, requirements.txt, publishing, WEB_DIRECTORY. Use when setting up a new custom node project, packaging nodes, or publishing to the registry.
- [Sw Story Structure](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-story-structure) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-story-structure`
  Story structure for screenplays and stage plays (故事结构) — merged from Syd Field's paradigm and plot points, Blake Snyder's Save the Cat beat sheet and board, Robert McKee's Story (event/scene/sequence/act, inciting incident, progressive complications, crisis-climax-resolution, subplots, story triangle), Julian Hoxter's nine-beat model, Neill Hicks' three acts as attraction/anticipation/satisfactio…
- [Sw American Case Studies](https://agentstack.voostack.com/l/skill-jtydhr88-screenwriting-skills-sw-american-case-studies) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-screenwriting-skills-sw-american-case-studies`
  Case studies of American screenwriting (美国电影剧作案例) — Mei Feng's readings of the Hollywood Western (value pairs, four oppositions), screwball comedy (strong heroine, buddy vs adversary two-hander), Billy Wilder (disguise, Lubitsch touch, meet-cute), Hitchcock and his writers, Adaptation, Mildred Pierce (eight drafts, woman's film + noir), Thelma & Louise ("but" method, mirror pair), Fargo (Coen met…
- [Comfyui Node Migration](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-migration) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-migration`
  ComfyUI V1 to V3 node migration - converting legacy nodes to the V3 API. Use when migrating existing custom nodes from V1 to V3, understanding differences between API versions, or modernizing node code.
- [Comfyui Node Outputs](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-outputs) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-outputs`
  ComfyUI node output types - NodeOutput, UI outputs, PreviewImage, PreviewMask, SavedImages, PreviewAudio, PreviewText, PreviewVideo. Use when returning results from nodes, displaying previews, or saving output files.
- [Comfyui Node Basics](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-basics) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-basics`
  ComfyUI custom node fundamentals - V3 node structure, Schema, inputs/outputs, registration. Use when creating new ComfyUI custom nodes, defining node classes, or setting up a custom node project.
- [Comfyui Node Lifecycle](https://agentstack.voostack.com/l/skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-lifecycle) — Skill · Free · security-reviewed — `agentstack add skill-jtydhr88-comfyui-custom-node-skills-comfyui-node-lifecycle`
  ComfyUI node execution lifecycle - caching, fingerprint_inputs/IS_CHANGED, validate_inputs/VALIDATE_INPUTS, check_lazy_status, execution order. Use when debugging execution, implementing caching control, input validation, or understanding execution flow.

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