PHY041

Full content automation loop for founders building in public. Detects new GitHub repos, generates platform-native content, distributes to social media, tracks engagement, and automatically repurposes winners. One trigger → entire content cycle. Triggers on "run content flywheel", "full content cycle", "automate my content", "content flywheel".

Full go-to-market intelligence and outreach engine for founders. Monitors competitors on Reddit, finds high-intent leads across social platforms, and prepares warm outreach sequences. Triggers on "run gtm engine", "find leads", "competitive intel", "outreach pipeline".

Reddit brand & market intelligence engine. AI-powered onboarding — give it a brand name and it auto-generates the monitoring strategy. Supports multi-brand, layered subreddit monitoring, real-time alerts, and daily digests. Triggers on "/brand-monitor", "monitor [brand]", "check brand", "brand health", "market intelligence".

Data-driven content multiplication engine. Detects high-performing posts via engagement data, then auto-generates adapted versions for other platforms. One piece of content → 3-5 derivatives. Triggers on "multiply content", "repurpose top posts", "content multiply", "cross-post winners", "what should I repurpose".

Track engagement metrics on all posted content (Reddit comments, Twitter replies, original posts). Runs 24h after posting to measure performance. Produces weekly analysis with actionable insights. Triggers on "check engagement", "track metrics", "how did my posts do", "engagement report", "performance analysis".

Free AI-powered search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.

Complete content creation and multiplication system for founders and indie hackers. Use for writing social posts, repurposing content, creating threads, build-in-public updates, or content planning. Triggers on "write a post", "create content", "repurpose this", "thread", "build in public", "ship update", "content calendar", "turn this into posts".

Monitor your GitHub repos for new projects and significant updates. Generates Reddit + Twitter draft posts for approval before publishing. Triggers on "check my github", "github monitor", "new repos", or any GitHub monitoring request.

Turn a KOL roster + subreddit brand-fit analysis into a deployable creator network. Splits creators into KOL (authority) and KOC (grassroots) layers, matches each to a main + secondary subreddits by real gear/shooting-type ∩ community fit, and emits an account×subreddit deployment_matrix (with a ≤3-per-sub ceiling + no-cross-interaction rule) plus per-creator persona_cards. Route A disclosed-compliance baked into every card (FTC disclosure required on any material connection). Consumes reddit-kol-finder's kol_roster.json natively. READ-ONLY, deterministic, no LLM key needed.

深挖一组 subreddit 的"社区研究"技能。给一个品牌或项目,先摸清相关(自家品牌+竞品)的 subreddit:爬规则原文、爬高赞帖逐帖学、找共性、产出"能不能提品牌/能不能发链接/要不要披露"的逐社区政策矩阵。用于任何新品牌/新项目上 Reddit 前的社区尽调。触发词:"研究 subreddit""摸清社区规则""Reddit 社区尽调""subreddit deep research""某品牌相关的 sub"。

Reddit account cultivation for indie developers. Uses AppleScript to control real Chrome — undetectable by anti-bot systems. Checks karma, finds rising posts, drafts comments, and posts directly. Triggers on "/reddit-cultivate", "check my reddit", "reddit maintenance", "find reddit opportunities", "build reddit karma".

Post to Reddit using AppleScript Chrome control. Use when user wants to post to Reddit, share on subreddits, or promote open source projects on Reddit. Triggers on "post to reddit", "share on reddit", "reddit post", "submit to subreddit", or any Reddit posting request.

Twitter/X account cultivation and growth system. Checks account health (TweepCred, shadowban), analyzes tweets, finds engagement opportunities, recommends unfollows, and tracks progress. Triggers on "/twitter-cultivate", "check my twitter", "twitter health", "grow my twitter", "twitter maintenance", "fix my twitter reach".

Twitter keyword intelligence — search, monitor, and analyze tweet trends over time. Triggers on 'twitter intel', 'tweet search', 'monitor keyword', 'twitter trend', '/twitter-intel', 'track topic on twitter'.

Twitter/X go-to-market content strategy for founders. Use when planning Twitter content strategy, analyzing engagement, identifying accounts to engage with, or creating content. Triggers on "Twitter strategy", "X posting", "founder brand on Twitter", "reach investors on X", "Twitter GTM", or any Twitter/X marketing planning.

Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated references, chimeric citations, and suspicious patterns.

Generate publication-quality academic presentations (.pptx) from paper PDFs, LaTeX sources, or text descriptions. Dual-engine figures: Matplotlib for data charts (precise), Gemini image generation for concept diagrams (visually rich). Scene-adaptive templates: defense, conference, seminar. Use when asked to "make slides", "create a presentation", "defense PPT", "academic-ppt", or "generate slides from paper".

Write 40-100+ page academic reports (FYP, thesis, dissertation) with parallel Claude Code subagents. 3-wave pipeline: Wave 0 extracts data from your research repo, Wave 1 writes chapters in parallel (3-4x faster), Wave 2 compiles LaTeX with automated cross-reference auditing. Inherits academic writing standards from Nanda, Gopen & Swan, Lipton.

Empirical exam prep skill. Fuses past-paper frequency analysis with lecturer's emphasis on a small course-specific corpus (3-7 past papers + lecturer review) to produce ranked study plans + drill-ready PDFs. Unique capability: surfaces discrepancies between what the lecturer emphasizes and what they actually test (the "TRAP WATCH" quadrant). V1 SCOPE (full support): closed-book written exams with deterministic answers (calc-heavy STEM, IB Math/Physics/Chem HL+SL, NTU/NUS engineering, finance). V1 PARTIAL: proof-heavy math (skips verbatim drills), MCQ board exams (Anki-only). V1 NOT SUPPORTED: live coding (redirect to /investigate), essay-heavy humanities (V2 sister skill /essay-prep planned). Triggers: '/exam-prep', '/cram', '/drill', '/临时抱佛脚', 'exam prep', 'past paper analysis', 'study for exam', '考试复习', '过去试卷分析', '临时抱佛脚'.

Post articles to DEV.to using AppleScript Chrome control. Use when user wants to publish technical blog posts, showdev articles, or open source project announcements to DEV.to. Triggers on "post to dev.to", "publish on dev.to", "devto article", "write dev.to post", or any DEV.to publishing request.

Convert PDF to Markdown so Claude can read it natively in conversations. Three-tier engine: pymupdf4llm (fast, default), marker-pdf (--quality, Apple MPS-accelerated for scanned/equations), docling (--best, IBM, top accuracy on academic/enterprise PDFs). Auto-extracts images. Use when the user pastes a PDF path, asks "read this paper", "convert this PDF", "summarize this report", or whenever a .pdf needs to enter context.