Coding & Dev Tools

tmforum-oda Skill

Given a plain-language requirement, orchestrates the full Discover-to-Run chain of existing consumer skills against it -- finding or decomposing the requirement, capturing it as requirements, drafting architecture/event designs, gating on validate-design-against-oda, generating a Build-stage implementation (asking which of the two options to use, never defaulting), generating mocks/tests/conformance checks, and auditing the result. Use this for an end-to-end requirement delivery; it adds no ODA reasoning of its own -- every real decision is made by the skill it invokes at that step, not by this one.

tmforum-oda Skill

Given a plain-language requirement that `recommend-oda-components-for-requirement` couldn't match to an existing use case, produces a structured ODA-aligned decomposition (business intent, candidate eTOM processes, candidate components/APIs, candidate information entities, and explicit open questions) instead of leaving the requirement as unstructured prose. Use this when nothing in `knowledge/index/use-cases.json` matches closely enough to reuse.

tmforum-oda Skill

Turns knowledge/index/matrix-discrepancies.md's logged use-case/matrix disagreements into specific, submittable correction proposals for the next IG1228 revision -- e.g. which TMFCxxx rows should be added or removed for a given TMFSxxx use case. Use this to act on a logged discrepancy rather than just read about it.

drmoisan Skill

Atomic plan format and toolchain contract shared by planning and execution agents. Use when generating, validating, or executing atomic plans with Phase 0, baseline capture, and final QA loops.

bitterbot-ai Skill

Send, read, edit, delete, and search Discord messages, reactions, polls, pins, and threads via the message tool. Use when interacting with Discord channels, sending media or embeds, creating polls or threads, managing presence, or moderating messages.

florafauna-ai Skill

Generatively resize/reframe a source image into other aspect ratios (9:16, 16:9, 1:1, 4:3, 3:4, 21:9) using FLORA's image-to-image models, holding the subject, props, palette and grade rather than cropping or letterboxing. Use when someone wants one image in several placements — "make a 9:16 from this hero", "resize this for Stories", "I need this banner as a square", "reframe without cropping", "outpaint this image", "same shot, different ratios". Also trigger on "image resize" in any FLORA context. Do not use when the original pixels must survive untouched — a legal-approved pack shot, an approved ad creative, anything already signed off — because this re-renders the frame; use the free `change-image-ar-browser` action for those. Do not use for video, which is flora-video-resize, and do not use to place finished artwork into a scene, which is flora-mockup-deck.

florafauna-ai Skill

Generatively resize/reframe an input video into multiple aspect ratios (9:16, 16:9, 4:5, 1:1, etc.) using FLORA's video-to-video models, preserving the source's look, feel, subject, grade, and timing. Use whenever the user wants a video in different ARs, formats, or placements — "make a 9:16 from this ad", "resize this video for Reels/TikTok/YouTube", "different aspect ratios from this 1:1", "reframe without cropping", "outpaint this video". Also trigger on "video resize" in any FLORA/demo context.

florafauna-ai Skill

Find and build on work that already exists in a FLORA project — inspect a canvas, review past generations and what they cost, and regenerate specific assets with new direction applied. Use when the user refers to a named project, "my canvas", or earlier work ("the hero images from last week", "what's in the Meridian project"). Do not use to start new work in an empty project.

florafauna-ai Skill

Find and build on work that already exists in a FLORA project — inspect a canvas, review past generations and what they cost, and regenerate specific assets with new direction applied. Use when the user refers to a named project, "my canvas", or earlier work ("the hero images from last week", "what's in the Meridian project"). Do not use to start new work in an empty project.

gracefullight Bundle

Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests. Use for bug, debug, error, crash, traceback, exception, and regression work.

gracefullight Skill

Design-first ideation that explores user intent, constraints, and approaches before any planning or implementation. Use for brainstorming, ideation, exploring concepts, and evaluating approaches.

shrimpwtf Bundle

Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem architecture, runtime flow, onboarding mental models. Can critique architecture. Use why for motivation.

shrimpwtf Skill

Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.

shrimpwtf Skill

Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes, incidents), then hand back a tight current-state brief. Use for 'recall my work on X', 'catch me up', 'what have I been working on', 'where did I leave off', before starting or resuming work.

shrimpwtf Bundle

Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.

shrimpwtf Bundle

Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in. Use for /architect, 'architect this', 'design this', or non-trivial work where jumping to code would lock in the wrong shape.

shrimpwtf Skill

Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via create-skill + unslop, optionally pulling fresh evidence from recent transcripts.

shrimpwtf Skill

Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.

shrimpwtf Bundle

Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result). Local by default; commit it when a reviewer needs the trail to trust the result. Use for /show-me-your-work, autonomous or multi-phase runs, or work a human reviews after stepping away.

shrimpwtf Bundle

Generate a project-local verification skill that drives your app the way a user does — any language, framework, or platform. Use for /create-verification-skill, "make a control skill for this repo", or when a project has no scripted way to prove UI/CLI/service behavior.

shrimpwtf Skill

Apply to any non-trivial work, not just bulk work: edits, migrations, analyses, checks. Build the tool that does it or proves it (codemod, script, generator, or a skill your child agents follow) instead of working by hand. The tool is the artifact a reviewer can rerun.

shrimpwtf Skill

Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.

aze333sun Bundle

Use when reviewing, inspecting, or checking code changes — including 'code review', 'review my changes', '帮我审查代码', '看看改动有没有问题', 'review HEAD~N', 'check my PR', 'CR', or any request to evaluate code changes before merge/push.

aze333sun Skill

Merge multiple book analyses into a unified bible. Use after analyzing several books from a series to consolidate characters, style patterns, and structure into a single canonical reference.

aze333sun Bundle

Use when creating new skills, editing or improving existing skills, running evaluation tests, benchmarking skill performance, or optimizing skill description trigger accuracy.

aze333sun Skill

长篇网文写作 Skill。覆盖从选题构思→黄金三章→分卷章纲→逐章写作→去AI味→完稿审查的全流程。 适用场景：起新书、续写、章节诊断、节奏修复、开篇重写。触发词：写网文、起新书、写小说、续写、网文开头、章节诊断、黄金三章、章纲、去AI味、网文节奏。 与 chinese-webnovel 的关系：本 Skill 是自包含精简版，chinese-webnovel 包含更细的模块化深度参考和本地语料检索。

aze333sun Bundle

Analyze source books to extract structured bible files (style, characters, structure, universe). Use when analyzing novels, stories, or any narrative text to create a reusable writing bible for style matching and story generation.

aze333sun Bundle

Generate original storylines from any universe bible without plagiarizing source material. Use when creating new adventures using established characters, locations, and style. Triggers on "invent a story", "create a new adventure", "generate synopsis", "brainstorm plot".

aze333sun Skill

微信公众号通用写作 Skill。当用户需要撰写公众号文章、微信推文、公众号长文、公众号排版时使用。触发词：写公众号、公众号文章、微信推文、公众号排版、帮我把这个写成公众号文章、写一篇能转发的文章、帮我优化公众号标题、公众号文案。 与 khazix-writer（卡兹克个人风格）的区别：本 Skill 提供通用的公众号写作方法论，不限特定作者风格，适用于各类公众号（个人IP/企业品牌/自媒体/机构媒体）。 与 toutiao-writer（今日头条写作）的区别：公众号是订阅制+社交传播，头条是算法推荐——平台逻辑完全不同，写作策略也不同。

aze333sun Skill

今日头条（Toutiao）内容创作Skill。当用户需要撰写今日头条文章、头条号内容、微头条、头条新闻评论、头条爆款文、信息流文章时使用。触发词包括但不限于：今日头条、头条号、写头条、头条文章、微头条、头条爆款、信息流写作、头条体、头条风格、帮我把这个改成头条文章、帮我写一篇头条爆文。也适用于用户说"帮我写一篇能火/能爆的文章"、"写一篇吸引人的文章"、"帮我想个炸裂的标题"这类虽然没有明确说平台但对流量和传播有明确诉求的场景。即使用户只说"帮我写篇文章发头条"或"帮我写一篇热点评论"，只要上下文涉及今日头条这个信息流推荐平台，就应该触发。也适用于用户丢来一个新闻链接、热点事件、话题素材说"帮我写一篇头条文章"的场景。不要用于公众号长文写作（那个用khazix-writer）、不要用于小红书/微博/朋友圈等社交媒体短内容。

aze333sun Skill

Use when installing or configuring OpenCodeReview (OCR), running code reviews, or needing AI-assisted code review capabilities.

aze333sun Skill

番茄小说男频长篇网文写作 Skill。覆盖都市重生/逆袭、玄幻升级、游戏电竞、历史争霸、科幻末世、赘婿流、系统流、无限流等男频热门题材。 继承 fanqie-novel-writer 的番茄平台全部策略，叠加男频专属的升级体系、战斗节奏、爽点密度、力量感塑造等策略。 触发词：写番茄男频、男频网文、玄幻小说、都市重生、系统流、赘婿文、升级文、番茄爽文、帮我写一本男频小说。

aze333sun Skill

番茄小说平台长篇网文写作 Skill。覆盖番茄平台的推荐机制、读者画像、爽点密度、广告变现模式、章节节奏等平台专属策略。 与 novel-writer 的关系：novel-writer 是网文通用框架，本 Skill 是番茄平台特化版——在通用框架之上叠加平台专属策略。 触发词：写番茄小说、番茄网文、番茄平台、免费网文、广告分成网文、番茄开头、番茄爽文、帮我写一本番茄风格的小说。

aze333sun Skill

番茄小说女频长篇网文写作 Skill。覆盖现代言情、古言穿越、重生复仇、甜宠总裁、种田基建、宫斗宅斗等女频热门题材。 继承 fanqie-novel-writer 的番茄平台全部策略，叠加女频专属的情感节奏、关系张力、CP 塑造等策略。 触发词：写番茄女频、女频网文、言情小说、古言、甜宠文、总裁文、重生文、穿书文、番茄言情、帮我写一本女频小说。

aze333sun Skill

今日头条 AI 教育赛道内容创作 Skill。当用户需要撰写 AI 工具教程、AI 行业解读、AI 学习路径、AI 工具测评、AI 与日常生活、AI 职业规划等头条文章时使用。触发词：头条AI文章、AI工具推荐、AI教程、AI科普、AI教育内容、写一篇AI相关的头条爆文、帮我写一篇DeepSeek/ChatGPT/Midjourney等AI工具的使用教程、AI写作变现、AI副业、AI最新动态解读。 继承 toutiao-writer 的通用写作规范，叠加 AI 教育赛道的专属策略。

aze333sun Bundle

Improve chapter perplexity score by rewriting AI-suspect sentences. Use after writing a chapter to reduce detectable AI patterns.