#SkillRepo stars

1. 3697Verify Transact and Rate an Unknown AgentAidress-ai/aidress-skill-verify-transact-and-rate-an-unknown-agentDiscover, Verify, Transact, and Rate an Unknown AI Agent. Agent discovery, trust verification, and capability routing powered by Aidress — the coordination registry for autonomous AI agents. Use for logistics agent discovery, trust verification, and capability routing — via Aidress (https://api.aidress.ai).5
2. 3698Xiaohongshu Skillschang-zy/xiaohongshu-skill小红书（RedNote / Xiaohongshu / XHS / RED / Little Red Book）浏览器自动化技能集合。 支持认证登录、内容发布、搜索发现、账号与评论分析、社交互动和复合运营。 当用户提到小红书、红书、RedNote、Xiaohongshu、XHS、RED、Little Red Book， 或要求发笔记、搜笔记、分析博主、评论、登录、点赞、收藏时触发。5
3. 3699Xxd Panel 046nevertoday/xxd-panel-046XXD Panel 046｜Impasto Micro-World: rebuilds the photo's subject as a small, tactile 3D miniature painted in thick impasto oil, standing on one clear diagonal band of thick paint — water, ground, a path or a strip of light — across bright white textured paper with wide whitespace, with reflections, ripples or light spots where they fit and only a few impasto clouds, a sun or mist behind. Visible paint ridges and palette-knife marks; bright, fresh colours (sky blue, lake teal, fresh green, warm yellow, coral, peach) drawn from the photo. A short title with a little small text. Outputs PNG top-bo5
4. 3700ShipreeltheBstar/shipreelTurn a pull request into a short narrated walkthrough video (about two and a half minutes) with animated diagrams, code panels, optional screen recordings of the real app, captions, crossfade cuts and an ambient music bed. Runs locally with no paid services by default. Use when asked for a PR video, PR walkthrough, demo video of a change, or "make a shipreel".3
5. 3701Aeo Strategistindranilbanerjee/aeo-strategist-claude-skillEnterprise AEO strategist for SEO/AEO practitioners on retainer client work. Use for any AEO or AI visibility task: audits, strategy, content briefs, schema markup, query libraries, competitive displacement, monthly reports, llms.txt, roadmaps, CMO explainers, client onboarding, tracking setup, and PR targeting. Covers 12 verticals (Pharma, BFSI, Real Estate, SaaS, Retail, Healthcare, EdTech, Legal, Manufacturing, Hospitality, Automotive, Media) and 8 markets (India, US, UK, UAE, SEA, Europe, Australia, Africa). Trigger for: AEO audit, AEO strategy, content brief, schema markup, query library,5
6. 3702Agent Guardelliottwaves-20/agent-guardThis is a multi-file skill: individual entry points intentionally implement only their documented role while the package provides the workflow as a whole. Scan AI agent skills, plugins, and MCP servers for malicious code BEFORE installation — catches prompt injection, credential theft, data exfiltration, and backdoors. Skills and the static MCP source scan use NVIDIA SkillSpector (static patterns + taint tracking + YARA + live OSV.dev CVE lookup + LLM semantic analysis, which runs by default through the user's own claude / opencode CLI login — no API key — or any hosted provider with a key; co5
7. 3703Agent TeacherJackyYang258/agent-teacherTeach a concept through a runnable code example plus a structured walkthrough, instead of a wall of definitions. Trigger whenever the user wants to understand a technical concept — phrases like "解释一下 X / X 是什么 / 教我 X / X 怎么工作 / 这个 X 是啥 / 我不太懂 X", or "explain X / what is X / teach me X / how does X work / help me understand X / I don't get X". Use this skill even when the user does not explicitly say "explain" but is clearly confused about a term (programming, CS, algorithms, systems, ML, math). Default mode is in-conversation lesson; only write a file when the user asks to save notes.5
8. 3704AI Article Factoryweitzu-com/ai-article-factoryUse when the user wants to turn any material, topic, or product into publish-ready, illustrated articles — automated end-to-end (auto file → topic → schedule → draft → visuals → fact-check → multi-platform copy → export MD+Word), with a human only reviewing, confirming, and publishing. 文章自动化生产/自动写文章/图文并茂/SEO GEO优化/一稿多投/任意素材变文章5
9. 3705AI Fluency Assessmentn-pillai/ai-fluency-assessment-skillRun /assess-fluency to score AI fluency against Anthropic's 4D Framework (Delegation, Description, Discernment, Diligence) and Yegge's 8-Stage Developer-Agent Evolution Model. Generates dated reports, tracks progress across quarterly assessments, and produces .docx output. Use when asked to assess AI fluency, run a fluency check, compare to a past assessment, generate an AI skills report, or check Yegge stage.5
10. 3706AI Image to Vector Redesignhxr223/ai-image-to-vector-redesignFinish flattened GPT Image 2 design outputs by rebuilding text and layout into sharp, editable SVG/PDF/high-resolution PNG deliverables. Use for AI-generated posters, long images, infographics, flyers, social cards, and marketing graphics when upscaling or tracing would not fix blurry text or layout artifacts.5
11. 3707AI Pm Atom Lessonuimarch123-arch/ai-pm-atom-lesson输入一个"原子知识点"(AI 产品经理知识体系里的最小单元概念,如「文本切分」「演绎推理」「思维链 CoT」「向量化」「LLM-as-Judge」),自动展开成一份讲解思路并产出一个单文件、离线可用的交互式 HTML 原子课件——含权威定义+真实出处、通俗解释、贯穿项目案例、实操判断题、以及一个可视交互 Demo。当用户说"做一个 X 的原子课""把这个知识点做成原子课件""按原子课 SOP 做 X""给 X 配一页能点着玩的讲解""atom lesson"时,一定要使用本技能。也适用于:把知识体系/能力地图里的某个词条单点成课、要一系列同构的知识点小课件、批量把能力地图节点做成课。即使用户只说"把 X 讲清楚、做成能上手玩的一页",也要触发。本技能是 ai-pm-interactive-lesson 的"单原子特化版":那个处理一整节多知识点的课,本技能处理单个原子,粒度更细、结构更固定。5
12. 3708AI Prompt Optimizerbanzr519/ai-prompt-optimizerAI prompt optimizer for prompt improvement, requirements clarification, reusable templates and feedback-driven prompt repair. Turn vague requests into faithful, actionable instructions; audit prompts, preserve variables and output contracts, or compare supplied results. Use for text, coding, design, research, image/video briefs and agent instructions. 中文：AI 提示词优化、需求澄清、语义转译、失败反馈修订、模板复用。 Do not interrupt clear simple tasks, casual conversation or literal translation. Execute the underlying task only when requested.5
13. 3709AI Resume Generatorhaorenhao58-sketch/ai-resume-generator一键生成互联网AI方向简历的通用工具。当用户提到'生成简历''写简历''AI简历''求职简历''更新简历'，或提到想投递AI产品经理、AI运营、AI工程师、AI商业化、Prompt Engineer、LLM应用、AIGC等AI相关岗位时触发。也适用于用户说'帮我整理项目经历''优化简历表述''简历润色'等场景。该skill通过深度引导候选人输入个人信息与项目细节，运用'问题→方案→量化结果'三段式写作范式，生成突出AI思维与产品化能力的高质量简历，支持Markdown和Word两种输出格式。5
14. 3710AI Slop DetectorMahmoudHalat/slop-copUniversal prose audit. Scores writing on TWO axes — AI-Slop (does this read like AI wrote it?) and Comprehension (can a fresh reader follow this?). Use PROACTIVELY as a mandatory final QA pass on ANY prose generated for humans to read — every email (internal or external), proposal, report, status update, blog post, social post, doc, or chat message — before delivering it, even when nobody asked for an audit. Also use whenever the user wants to audit, critique, score, rewrite, or humanize prose: "audit this", "review this", "is this AI", "does this sound like AI", "humanize this", "make this le5
15. 3711AI UIconfig Skillvoderment/AI-UIconfig-skillRefactor an existing SwiftUI project into a governed UI architecture with render-state boundaries, tokenized styling, preview mocks, and a debug-only runtime tuning + writeback tool. Use when the user wants to improve UI maintainability, live-tune styles, or build a reusable UI debugging workflow without changing the product's visual intent.5
16. 3712AI Video SannongFrank-oll/ai-video-creator端到端制作竖屏 AI 妙招短视频(默认 3 镜 × 5 秒 = 15 秒,9:16)。题材通用:三农园艺、阳台种菜、美食、家居清洁收纳、宠物、育儿等都行,开场先问用户选题方向,不预设。工作流:方向确认 → 热门检索/对标视频拆解 → 双锚定(视觉一致 + 叙事承接)→ 全中文分镜 prompt → 一致性生图(火山 Seedream)→ 图生视频 + 原生 AI 配音(火山 Seedance 1.5 pro)→ ffmpeg 自动拼接成片。单网关单 key(火山 ARK,ark- 开头)。支持标准/快速/托管三档确认模式,生成物 agent 先做多模态自检再交付。当用户说"做 AI 视频""做一条妙招短视频""三农/阳台种菜/园艺短视频""美食/清洁/收纳妙招视频""复刻这种短视频""按这个对标拍一条",或上传带"内容由 AI 生成"标识的妙招类短视频做对标时,触发这个 skill。不要跟 script-washing(洗稿)、prompt-polish(单条提示词打磨)混用——这个是从选题到成片的端到端视频生产。5
17. 3713Android Kmp Developmentronyaburaihan/android-kmp-developmentAndroid and Kotlin Multiplatform app engineering. Use when developing, debugging, reviewing, testing, refactoring, upgrading, or releasing an Android, Jetpack Compose, Compose Multiplatform, or KMP mobile app — including Koin, Ktor client, Room, DataStore, coroutines/Flow, iOS interop, and Play/App Store release work. Not for server-side Kotlin (Ktor server, Spring) or Kotlin that targets no Android or KMP app.5
18. 3714Anti Gold PlatingTulossSolutions/anti-gold-platingPrevent gold plating (unapproved extras) through explicit scope, formal validation of improvements and alternatives, and a final compliance summary. Use when creating or modifying a deliverable, code, configuration, or system. A request for analysis or a proposal does not grant authorization for its implementation.5
19. 3715Apple Search AdsTrebuhS/Apple-Search-Ads-SkillManage Apple Search Ads campaigns, ad groups, keywords, and reports via the asa-cli tool. Use when the user asks about Apple Search Ads management, campaign operations, keyword bidding, ASA reports, or ad performance.5
20. 3716Arabic Rtl Docsmuhmoosa/claude-arabic-docsProduce correctly-rendered right-to-left (RTL) Microsoft Office documents — Word (.docx), PowerPoint (.pptx), and Excel (.xlsx) — for Arabic, Hebrew, Persian, Urdu, and other RTL scripts. Use this skill whenever the user asks for a document in Arabic or another RTL language, or whenever the deliverable mixes RTL prose with English/Latin tokens (IBANs, URLs, emails, numbers). It must also be used whenever you produce a docx-js / openpyxl / python-pptx output that contains any RTL text, because those libraries do NOT apply section-level bidi, table direction, or heading bidi automatically — outp5
21. 3717Artifact to PDFyheshamx/artifact-to-pdfConvert a Claude artifact (or any URL / exported .html file) into a SINGLE continuous, pixel-accurate PDF with no page cuts — one long page sized to the whole content. Use when the user wants to export, save, download, or "turn into PDF" an artifact, HTML file, or web page, especially as one long page with no page breaks / no pagination.5
22. 3718Ascend Operator EngineeringGTC2080/ascend-operator-skillsDesign, implement, review, debug, and tune Huawei Ascend operators with Ascend C or TileLang Ascend. Use for TileLang environment setup, kernel semantics, tiling, UB/DMA/mask/synchronization, ACLNN or AOT integration, precision, MindStudio diagnostics, and trustworthy performance experiments; includes version-scoped lessons from DeepGEMM-Ascend and TileKernels.5
23. 3719Ascii Shader TsxCodeptor/ascii-shader-tsxGenerate animated ASCII art, dithered visuals, and shader-like effects as self-contained React/TSX components. Use when the user wants to create ASCII backgrounds, dithered image/video effects, CRT/retro overlays, matrix rain, noise fields, halftone patterns, particle systems, braille art, terminal aesthetics, or any text/character-based visual effect for the web. Supports both generative (procedural, no input) and source-based (images, video, webcam to ASCII) modes. Also triggers when the user wants to convert an image to ASCII, add a dither effect, create a canvas shader component, build a r5
24. 3720Ask Codebuddyzcx960/ask-codebuddyDelegate self-contained subtasks to the locally installed CodeBuddy CLI — code analysis, review, approach comparison, and scoped edits. Use when work can be handed off to CodeBuddy to save context or use existing credits. 通过本机 CodeBuddy CLI 处理独立子任务。5
25. 3721Ats Resume Formattingmsdanyg/ats-resume-skillUse this skill whenever a resume needs to be formatted, reviewed, or debugged for upload to Workday, Greenhouse, Lever, iCIMS, or any other ATS (applicant tracking system). Trigger on requests like "format my resume for ATS," "is my resume ATS-friendly," "why is Workday leaving fields blank," "clean up my resume for online applications," or "make my resume parse-safe." Also trigger proactively any time a user is building or editing a resume that will be uploaded to a job portal, even if they don't mention "ATS" by name — most resume-formatting requests have this failure mode lurking under the 5
26. 3722Auto Paper Readingberglingtim/auto_paper_reading当用户要求"讲解 / 精读 / 解读 / 复盘一篇论文"，或提供 .pdf/.docx/.doc 论文文件， 或只给出论文题目希望自动搜索下载，并输出图文结合的讲解 Word 文档时使用。 工作流：搜索下载论文 → 解析裁剪关键图 → 视觉分析选图 → 查找 baseline 与领域问题 → 撰写摘要、符号表与图文结合的五部分讲解 → 生成 docx → 校验排版 → 对话中讲解。 触发词：讲论文、读论文、论文讲解、paper reading、帮我读懂这篇论文 等。 Also use for reading or explaining a research paper and producing an illustrated Word report in Chinese or English, from a title or a PDF/DOCX/DOC file.5
27. 3723Awesome SlamEyokurt/awesome-slam-skillArchitectural decision guide, algorithmic taxonomy, mathematical formulation, and engineering workflows for SLAM (Simultaneous Localization and Mapping), Visual Odometry (VO), Visual-Inertial Odometry (VIO), and LiDAR SLAM derived from the curated Awesome-SLAM collection and academic literature. Use when designing, selecting, implementing, or debugging SLAM systems, choosing between Monocular, Stereo, RGB-D, Visual-Inertial (ORB-SLAM3, VINS-Fusion, Basalt, SVO, DSO), or LiDAR pipelines (Cartographer, LOAM, LeGO-LOAM, LIO-SAM, FAST-LIO), configuring factor graph optimization (g2o, GTSAM, Ceres)5
28. 3724Bambu 3mfwoolimi/bambu-3mf코드로 만든 STL 부품을 Bambu Lab P2S 로 바로 뽑을 수 있는 Bambu Studio 프로젝트(.3mf)로 만든다. 부품마다 역할·하중·맞물림·환경을 정리한 부품 카드에서 재질(PLA·PETG·TPU·ABS·CF), plate, process preset, 부품별 설정(벽·infill·support·brim), 출력 방향, plate 배치를 Bambu Studio 번들 profile·Bambu Lab Wiki 근거로 정하고, Studio CLI 로 평탄화한 system profile 을 넣어 export → mesh·설정 검사 → plate 별 slice(시간·무게)까지 한 번에 돌린다. "3MF 만들어줘", "출력 파일 만들어줘", "Bambu Studio 프로젝트로", "바로 뽑을 수 있게", "슬라이스 설정 넣어줘", "필라멘트 뭐로 뽑아", "PETG 로 바꿔", "벽 늘려줘", "출력 시간 얼마나 걸려", "이 3MF 검토해줘", "설정 맞는지 봐줘", make_3mf·build_bambu_project 스크립트를 새로 만들거나 고칠 때, 이미 만든 3MF 를 검토할 때(scripts/review_3mf.py) 쓴다. 형상 정리·설계 뷰5
29. 3725Bet on ItLum1104/bet-on-itUse when debugging or changing behavior based on an uncertain causal hypothesis that the next action can test.5
30. 3726Bighead CollageHeyChengC/bighead-collage大头剪贴人物短片：9:16 竖屏、15–60 秒，讲一个大人物的一件反常事或他的一生。主角是放大了头的真人照片剪纸，站在代表他处境的小舞台上；数字是他举着的牌子、黑板上敲出来的字，字是贴条、人身后升起的大字；场内每 0.4–0.6 秒一个画面事件，卡在配音的字上；镜头走大起伏的曲线，转场长在运动最快处，每次换场都带一样东西过去（同一个人、同一扇门、同一个世界翻过来）；几乎每个事件一个短音效，慢的合成器垫底。先写导演表再做画面。学自 earn.edits 的两条片（巴菲特囤现金、西尔斯邮购目录），中文版做过《芒格的一生》。用户说"大头剪贴风""大头人物短片""像巴菲特囤现金那条""像西尔斯那条""做一个 XX 的一生短片 / XX 的故事（竖屏）"时使用。横屏、有真人口播出镜、纯数据图表片不用这个。5
31. 3727Binance Signal Engineeplt/binance-signal-engineMulti-timeframe crypto technical analysis with scored trading signals, structured trade plans, and position sizing via Binance public API. Use when user asks to "analyze BTC", "what's the signal on ETH/USDT", "crypto analysis", "trade setup for SOL", "scan crypto pairs", "check the trend on BTC", "multi-timeframe analysis", "generate a trading signal", "what's the bias on ETH", "TA on BTC/USDT", "is it a good time to buy BTC", or "position size for a crypto trade".5
32. 3728Blind ReviewJerryyy985/blind-review-skill本科毕设论文盲审专家。对本科毕业论文进行系统化盲审，六维度加权评分（选题合理性、方法规范性、数据分析、讨论质量、写作结构、文献规范），生成七段式结构化审查报告。 适用场景：本科毕设论文盲审、答辩前自审、导师预审。 触发词：「盲审」「审查论文」「评审」「打分」「论文评审报告」「帮我审这篇论文」。 支持：自适应章节结构、多学科适配、部分审查、双论文对比。 注意：硕博论文审慎使用，审查标准以本科水平为准。5
33. 3729Blueprintantbotlab/blueprintCreate a construction plan for a multi-step engineering task that requires multiple PRs or a phased approach. Produces a self-contained plan file with dependency graph, review gates, and step-by-step execution instructions for coding agents. TRIGGER when: user requests a plan, blueprint, or roadmap for a complex task, or describes work that clearly needs multiple PRs. DO NOT TRIGGER when: task is completable in a single PR or fewer than 3 tool calls, user asks to modify/update an existing plan, user says "just do it", or user asks for code review/audit.5
34. 3730Book DistillerAINoSleep/book-distiller-skill炼金书：输入书名或电子书，自动深度调研→方法论提炼→生成该书的可运行框架Skill。 两种入口：(1)明确书名→直接蒸馏 (2)模糊学习需求→诊断荐书→再蒸馏。 触发词：「蒸馏这本书」「炼金XX」「把XX这本书做成skill」「XX的方法论skill」「更新XX的书skill」。 模糊需求也触发：「我想系统学谈判」「有没有一本书能帮我提升XX」。 English triggers: "distill [book]", "turn [book] into a skill", "book to framework skill". 不在用户只要书摘、读书笔记、买书推荐或查某个概念时触发——只在需要生成「可运行的方法论Skill」时激活。5
35. 3731Build Professional Workbenchcylqwe7855-alt/build-professional-workbenchBuild, redesign, extend, or audit a complete role-based professional workbench, operations cockpit, case portal, expert workstation, or data-rich internal tool for any occupation. Use for 工作台、业务驾驶舱、职业后台、运营中心、role dashboard、admin portal、CRM-like workspace or reusable multi-page web apps, especially when every module needs realistic records, distinct dashboards, profession-specific information architecture, Quiet Luxury A visual design, complex interactions, automatic local persistence, offline pure-Web compatibility and verifiable workflows.5
36. 3732Bulkcut CoachJuggernaut0825/bulkcut-coachFitness and diet tracking tool. Use when the user wants to analyze food photos for calories, log workouts, calculate metabolism (BMR/TDEE), get daily calorie summaries, or generate training/diet plans. Invoked with /bulkcut-coach.5
37. 3733CamelotBarinfo/Camelot.skillNo-mercy code review in the voice of Arthurian judgment. Code either proves itself worthy — like drawing the Sword from the Stone — or is rejected without sentiment. Evidence-bound findings, banishment-level severity grading (Exile/Dishonor/Counsel/Valour), and a final verdict at Camlann with actionable reforging orders. Use when the user asks for a harsh, expert code/PR review, or an evaluation of in-progress agent work. Stateless single-pass judge: it reviews whatever round of code it is handed; recursive round-robin is delegated to Ouroboros.5
38. 3734Chatgpt MCP Connectyoruuuchan/chatgpt-mcp-connectConnect custom MCP servers or an MCP runtime to ChatGPT. Use when the user asks whether an MCP can be used by ChatGPT, or asks to expose, deploy, authenticate, configure, aggregate, or connect MCP capabilities for ChatGPT. Covers direct leaf servers, MCPX runtime aggregation, hosted and local Streamable HTTP, stdio bridging, OAuth 2.1, Cloudflare Workers/Tunnel, Tailscale Funnel, and real verification inside ChatGPT.5
39. 3735Cherina Podrealchendahuang/cherina-podTurn any podcast episode into a listening-practice lesson for language learners — an offline player page (line-by-line playback, loop, blind listening, word-by-word highlight), a printable bilingual handout, and key-phrase notes. Default is English audio with Chinese translation; Chinese audio with English translation also works. Use when the user wants to practise listening with a podcast, e.g. "把这期播客做成精听课", "用播客练听力", "做一份听力讲义", "播客精听", "make a listening lesson from this podcast".5
40. 3736Clalit Pharm Searchtomron/agent-skill-clalit-pharm-searchSearch for medications and check real-time stock availability at Clalit pharmacies in Israel. Use when searching for drugs like "amoxicillin", "acamol/אקמול", "nurofen", or finding nearby Clalit pharmacy branches with stock. Supports Hebrew and English drug names. כללית, בית מרקחת, תרופות, מלאי, בדיקת מלאי, בית מרקחת כללית.5
41. 3737Clasptnisizawa/clasp-skillGASデプロイ。clasp push / deploy / clone / create / logs。GASプロジェクトの初期化・プッシュ・Webアプリ/ライブラリデプロイ・ログ取得。Google Apps Script deployment via clasp: push, deploy web app / library, rollback, logs.5
42. 3738Clerkwrsmith108/clerk-claude-skillClerk authentication integration for Astro/Next.js. Use when implementing authentication, handling Clerk middleware, testing with Playwright, or debugging auth issues. Trigger phrases include "Clerk auth", "sign in", "authentication", "middleware", "E2E testing with Clerk".5
43. 3739Codex Dispatchyinguangyao/codex-dispatch-skillMandatory dispatch preflight before any subagent delegation. Use before the first child-work call in every task, and when starting Codex work that needs an explicit Direct vs Single/Parallel/Sequential choice: code edits, debugging, reviews, repo exploration, multi-file changes, ambiguous scope, high-risk judgment, or requests mentioning agents, delegation, parallel work, model choice, cost, token use, or over-delegation.5
44. 3740Comprehensive Engineering Cyberneticssjysjysjy728/comprehensive-engineering-cybernetics-skill把合同或需求驱动的项目交付，以及 AI 科研的 idea、实现和实验，转化为可测量、可纠偏、资源受限且不静默降级的反馈闭环。用于需要逐项达到验收指标、把能力有限的现有资源组织成更强系统、保持 claim-to-code 保真、在不确定性下迭代或控制算力/时间/成本的复杂任务；不自动用于一步即可完成的低风险小改动、纯历史介绍或单纯控制理论推导。5
45. 3741Concept ForgeFeixueCode/concept-forgeConvert everyday questions, concepts, keywords, unfamiliar terms, or "what is X / how does X differ from Y" requests into reusable Chinese knowledge cards, Quarkdown mother drafts, Slidev presentation sources, and interactive HTML explainers. Use when the user wants to understand, remember, compare, review, or build a personal knowledge base for concepts; especially for fragmented internet-era knowledge such as tools, methods, acronyms, technical terms, products, workflows, and conceptual questions. The skill researches like a lightweight hv-analysis pass, stores structured JSON plus Quarkdown5
46. 3742Construction Video Prompt EngineeringXuJinghao221/construction-video-prompt-skillGenerate copy-ready English and Chinese positive/negative prompts for engineering video clips after identifying the clip type and requested output frame size. First/last frame files are optional and are normally supplied later to the video model; use this skill for construction actions, viewpoint transitions, static showcases, stage boundaries, object continuity, camera stability, action direction, and repair of observed failures. Do not use for generic cinematic prompts, frame creation, video generation, or full video editing.5
47. 3743Constructivist Grounded Theorymaydengximin-sketch/constructivist-grounded-theory-skill建构主义扎根理论（Constructivist Grounded Theory, Charmaz）专项方法学助手，聚焦"研究者与研究对象共同建构一个解释性理论"的完整链路——不是泛扎根，也不是经典/程序化扎根，而是专攻 Charmaz 一脉的建构主义取向。当用户要做建构主义扎根理论的任何环节时使用：判断"我该用建构主义扎根，还是经典 Glaser / 程序化 Strauss-Corbin / 主题分析 / 现象学"、写清建构主义认识论立场（符号互动论+实用主义根基、相对主义、多元现实、意义共建）、反身性与研究者定位（建构主义的灵魂）、初始编码（逐行/逐词/逐事件、动名词 gerund、in-vivo 实境码、贴着资料而非套既有概念）、聚焦编码（为什么 Charmaz 不用主轴编码/编码范式、如何提升最有分析力的码）、理论编码（Glaser 编码族的谨慎使用、理论整合、别硬套）、备忘录写作（建构主义的核心工作台、自由写作与聚类）、持续比较法、理论抽样与理论充分性（Dey 的 theoretical sufficiency 对饱和 saturation 的批判、什么时候停）、情境分析（Clarke 后现代转向：情境地图/社会世界与竞技场地图/立场地图）、Charmaz 四大质量标准（可信 credibility / 原创 originality / 共鸣 resonance / 有用 5
48. 3744Context Brainivanhapaz/marketing-context-brainBuilds a portable marketing Context Brain, an evidence-grounded set of markdown documents that lets AI systems produce specialized marketing work using the business's real decisions, constraints, voice, assets, and operating rules. Use when the user says "help me build a context brain", "set up an AI marketer", "build context docs for my Claude Project", or asks how to stop their AI marketing output from coming out generic. Also use when someone wants to structure marketing knowledge (ICP, voice, positioning, brand assets, workflow) into rules an AI can follow.5