build-with-dhiraj
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- ▌ Obsidian Brain Eval · build-with-dhiraj bundleTest your Obsidian RAG, measure your second brain's retrieval quality, and score your vault on Recall@10 against a gold-set generated from your own notes. Pluggable retrieval backends (BM25 zero-infra, LanceDB hybrid FTS+vector). Pure Python CLI, read-only. The skill is the only tool that publishes a methodology and a default 0.85 pass/fail threshold for "is your vault chat actually working". Use when the user asks any of: test my obsidian rag, measure my second brain, is my pkm answering well, obsidian retrieval quality, test my obsidian search, recall at 10 my vault, evaluate my obsidian rag, obsidian rag benchmark, score my obsidian retrieval, is my second brain working, obsidian search quality, pkm retrieval eval, obsidian eval framework, gold set obsidian, smart connections eval, obsidian copilot eval, rag over my vault, does my vault chat work, vault retrieval test. Works on any markdown vault using wikilinks (Obsidian, Logseq, Foam, Quartz). Complements obsidian-graph-auditor (measures graph topology);
- ▌ Dspy Gepa Reflective · build-with-dhirajThis skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA optimizer", "LLM reflection", "execution trajectories", "agentic systems optimization", or needs to optimize complex multi-step agents using textual feedback on execution traces.
- ▌ Flutter Caching Data · build-with-dhirajImplement caching for Flutter apps — performance and offline support. Use to retain data locally.
- ▌ Flutter Testing Apps · build-with-dhirajImplement unit, widget, and integration tests for a Flutter app. Use for code quality and regression prevention.
- ▌ Flutter Theming Apps · build-with-dhirajCustomize a Flutter app's appearance via the theming system. Use to define global styles, colors, typography.
- ▌ Ner Content Pipeline · build-with-dhirajExtract named entities, relationships, and topics from unstructured text into knowledge graphs or taxonomies. Triggers on "NER pipeline", "extract entities", "tag content".
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- ▌ Cra To Next Migration · build-with-dhiraj bundleMigrate Create React App projects to Next.js — React Router to file-based routing, Server Components, App Router.
- ▌ Stitch Code To Design · build-with-dhirajConvert frontend code (Vite, React, etc.) to a Stitch Design by chaining static HTML extraction, design system extraction, and file upload. **ALWAYS** use this skill when the user's intent is to move existing web apps or React components into Stitch (e.g., requests to "save", "migrate", or "upload"). You must use this skill even for simple "save" operations, as it is the only way to ensure the design system is extracted and assets are properly linked.
- ▌ Code Review Excellence · build-with-dhirajEffective code review — feedback, bug-catching, knowledge sharing. Use for PR reviews, standards, or mentoring.
- ▌ Flutter Animating Apps · build-with-dhirajImplement animations, transitions, and motion in a Flutter app — shared element, physics-based, feedback.
- ▌ Flutter Building Forms · build-with-dhirajBuild Flutter forms with validation and input handling. Use for login screens, data entry, multi-field input.
- ▌ Flutter Managing State · build-with-dhirajManage application and ephemeral state in Flutter. Use for sharing data between widgets or complex UI state.
- ▌ Framer Motion Animator · build-with-dhirajFramer Motion animations — page transitions, gestures, scroll, micro-interactions. Triggers on "add animation", "framer motion".
- ▌ Obsidian Graph Auditor · build-with-dhiraj bundleAudit Obsidian vault, score second brain, and grade PKM graph health on an 8-dimension Grade-A rubric. Pure Python CLI, read-only, no GPT or API keys. Measures link density, orphan rate, near-orphan rate, connected-2plus share, top-hub edge-share, top-hub:next ratio, Louvain modularity, and frontmatter-wikilink adoption against expert-cited thresholds (kepano, Matuschak, Ahrens, Konik, Paranyushkin, Milo). Use when the user asks any of: audit my obsidian vault, score my obsidian, is my obsidian healthy, is my second brain healthy, score my pkm graph, obsidian vault review, obsidian graph analysis, measure my obsidian, find orphans in my obsidian vault, obsidian orphans, cross-linking review, obsidian graph health check, grade my pkm, obsidian vault quality, obsidian scorecard, zettelkasten audit, second brain audit, why is my vault rotting, pkm metrics, atomic notes review. Works on any markdown vault using wikilinks (Obsidian, Logseq, Foam, Quartz).
- ▌ Obsidian Orphan Rescue · build-with-dhiraj bundleFix Obsidian orphans at the source. Auto-link orphan notes in any [[wikilink]] markdown vault. Three modes: resolve (deterministic alias-table resolution, $0), anchor (local embedding fallback to nearest existing hub by cosine, $0), and mint (experimental, clusters orphans + mints new concept hubs). Safe-writes contract: frontmatter-only writes, atomic, idempotent, dangling-link guard, per-hub absorption cap, body-only content hash preserved, concepts-only by default. Use when the user asks any of: fix my obsidian orphans, obsidian orphan notes, auto-link my obsidian vault, obsidian unlinked notes, obsidian de-orphan, connect my obsidian notes, obsidian wikilink resolver, obsidian entity resolution, fix obsidian link rot, obsidian auto wikilink, anchor my orphans, obsidian orphan rescuer, rescue obsidian orphans, resolve obsidian entities, fix obsidian dangling links. Works on any markdown vault using [[wikilinks]] (Obsidian, Logseq, Foam, Quartz).
- ▌ Claude Design Prompting · build-with-dhiraj bundleHow to write effective prompts for Claude Design (claude.ai/design), for both creating new designs and editing existing prototypes, decks, or pages. Use this skill whenever the user wants to prompt Claude Design, iterate on a Claude Design project, convert feedback or a spec into Claude Design instructions, or asks for a "design prompt", "edit prompt", "prototype prompt", or paste-ready prompts for any claude.ai/design project, even if they don't name Claude Design explicitly.
- ▌ Flutter Localizing Apps · build-with-dhirajConfigure a Flutter app for multiple languages and regions. Use when preparing for international markets.
- ▌ Managing Skills Library · build-with-dhirajAudit and clean the local agent skills directory for necessity and redundancy. Primary governance skill for the library.
- ▌ Stitch Upload To Stitch · build-with-dhiraj bundleUpload local assets (images, mockups, extracted HTML, design markdown) to a Stitch project. ALWAYS use this skill when you need to upload visual assets, HTML pages, or design docs to Stitch, particularly when direct MCP tool calls fail or truncate due to base64 token limits.
- ▌ Capital Allocation Judge · build-with-dhirajUse when assessing how well a CEO/management team allocates capital — to score the CONVICTION dimension "management quality" with a structured, cross-CEO scorecard drawn from William Thorndike's Outsiders framework. Applies during Stage 1 dossier writing, Stage 3 conviction re-grade, and any ad-hoc "is this management great at capital allocation?" question. The Munger/Buffett binding CIO already carries Buffett's own allocation wisdom — this skill ADDS the cross-CEO Outsiders methodology: per-share-value as the CEO scoreboard, opportunistic (not programmatic) buybacks, FCF/owner-earnings over GAAP, centralized capital + decentralized ops, leverage matched to cash-flow predictability, and contrarian analytical discipline. Triggers: "capital allocation", "how does management deploy FCF", "are buybacks value-accretive", "Outsiders framework", "management scorecard", "owner-operator quality", grading mgmt in any v2 conviction step.
- ▌ Flutter Building Layouts · build-with-dhirajBuild Flutter layouts using the constraint system and layout widgets. Use when structuring app UI.
- ▌ Flutter Building Plugins · build-with-dhirajBuild Flutter plugins providing native interop for other apps. Use for reusable platform-bridge packages.
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- ▌ Valuation Dcf Longrunway · build-with-dhirajUse when valuing a durable, high-ROIC LONG-RUNWAY COMPOUNDER — a proven franchise with a 10–20 year reinvestment runway (IGI, CAMS, the HUL/NESTLE/TITAN "forever-in-waiting" trio, consumer/franchise/platform compounders) — where a standard 5-year DCF would TRUNCATE the value and wrongly flag a wonderful business as overvalued. Provides multi-stage DCF, the growth = reinvestment × ROIC identity, growth/ROIC fade, terminal-value discipline, and the reverse-DCF "is this heroic?" check. This is the fix for the v2 machinery over-demoting genuine compounders on a too-short, guidance-anchored window. Triggers: "value this compounder", "long-runway DCF", "is the 5-yr DCF truncating this", grading a proven high-ROIC franchise.
- ▌ Arize Prompt Optimization · build-with-dhiraj bundleOptimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop using the ax CLI. Use when the user mentions optimize prompt, improve prompt, make AI respond better, improve output quality, prompt engineering, prompt tuning, or system prompt improvement.
- ▌ Evaluating Agent Behavior · build-with-dhirajBuild agent behavioral evals — tool choice, steerability, constraint compliance. Triggers on "behavioral eval".
- ▌ Flutter Architecting Apps · build-with-dhirajArchitect a Flutter app using the layered approach (UI, Logic, Data). Use for new projects or refactoring.
- ▌ Flutter Reducing App Size · build-with-dhirajMeasure and optimize Flutter app bundle size for deployment. Use to meet store size constraints.
- ▌ Stock Onboarding Pipeline · build-with-dhirajOnboard new Indian stocks into the "Paise se Paisa" Action Dashboard end-to-end, using the v2 vault-aligned machinery (understanding gate → quality-gated conviction with ROIC+runway → conservative IV range → conviction-scaled margin-of-safety vs opportunity cost → reformed verdict). Use when the user says "add stocks", "add the next batch", "onboard <tickers>", "grow the dashboard", "re-rank", or wants to extend the TO-BUY/study list. Workspace: /Users/Dhiraj/dev/invest, sheet fileId 1N87younF990u-YGMOAiT8q6X-EtZ3jVovlWCF44orEY. Charlie Munger & Warren Buffett (the Obsidian vault) are the binding CIO; the vault gates conviction/verdict/MoS, it is not narrative decoration.
- ▌ Typescript React Reviewer · build-with-dhiraj bundleTypeScript + React 19 code reviewer. Triggers on PR reviews, React architecture evaluation, anti-patterns, useEffect abuse, type safety, state management review.
- ▌ Evaluating Skill Necessity · build-with-dhirajGate — assess value and redundancy of new skills before creation/import. Use FIRST when a new skill is proposed.
- ▌ Personal Content Resurface · build-with-dhiraj bundleDecide which saved personal content (saved YouTube videos, Instagram reels, WhatsApp self-messaged links/files, LinkedIn saved posts) should re-surface today, based on time-since-last-surface plus relevance to the user's current context. Returns a ranked list with reasons. Teaches three algorithms (SM-2, FSRS, custom context-aware hybrid) — the implementer picks at build time. Decision math only, not surfacing UX. Use when the user asks "what should I re-look at today", "resurface saved content", "spaced repetition for my saved stuff", "Connecting Dots prioritization", "second brain re-surfacing", "what saved content matters right now", "personalized content scheduling", or any variant of "I save things and never re-look at them — what should I look at now?"
- ▌ Primary Research Sentiment · build-with-dhirajUse when onboarding/grading an Indian stock and you need LIVE ground-truth — retail due-diligence, management-call commentary, and community sentiment — to corroborate or disconfirm a dossier. This is the finance-desk "channel-checker / primary-research harvester" (role #4, the weakest leg). Harvests ValuePickr forum DD, Reddit sentiment (via the Reddit MCP), screener.in earnings-call transcripts, and optional employee sentiment into extracted/research/source_captures/<TICKER>_primary_research.md. It is LIVE DD CONTEXT for the Stage-1 dossier + the forensic screen — NOT vault atomics, and it NEVER sets verdict/conviction/MoS (the Munger/Buffett vault is the binding arbiter). Triggers: "channel check <ticker>", "what does ValuePickr/Reddit say about <ticker>", "primary research on <ticker>", "harvest sentiment", "ground-truth this dossier", "management call red flags".
- ▌ Flutter Setting Up On Linux · build-with-dhirajSet up a Linux environment for Flutter development. Use to configure Linux to build/run Flutter apps.
- ▌ Flutter Setting Up On Macos · build-with-dhirajSet up a macOS environment for Flutter development. Use to configure macOS for iOS/macOS Flutter builds.
- ▌ Stitch Manage Design System · build-with-dhiraj bundleManage design systems in Stitch using MCP tools. Includes retrieval of assets, creating/updating design systems in Stitch, and applying them to screens.
- ▌ Flutter Handling Concurrency · build-with-dhirajRun long-running tasks in background isolates to keep UI responsive. Use for heavy computation or parsing.
- ▌ Forensic Accounting Redflags · build-with-dhirajUse at the DOSSIER / UNDERSTANDING stage (Stage 1) on EVERY stock to run the governance-integrity screen before any conviction or IV work. India-specific promoter and accounting red-flag checklist grounded in the SEBI-Satyam, SEBI-IL&FS-CRA, and Damodaran-forensic canon. Covers: CF-vs-PAT divergence, fabricated cash / bank-confirmation tests, related-party loan and pledge chains, promoter share-pledging, auditor independence and resignation signals, provisioning games, asset-liability maturity mismatch (NBFC / infra), group-entity opacity / interdependency complexity, and insider-trading sale patterns. Outputs a GOVERNANCE-RISK verdict (CLEAN / CAUTION / RED) that can cap conviction or push a name to AVOID / TOO_HARD — it is a defensive gate, not a valuation. A RED verdict hard-fails the thesis; CAUTION caps conviction at 2. Triggers: "run the forensic screen", "check governance", "red flags", "is the accounting clean", "related-party risk", "pledge risk", "auditor concerns", dossier stage on any new name.
- ▌ Flutter Setting Up On Windows · build-with-dhirajSet up a Windows environment for Flutter development. Use to configure Windows for desktop/Android builds.
- ▌ Flutter Embedding Native Views · build-with-dhirajEmbed native Android, iOS, or macOS views in a Flutter app. Use for maps, web views, complex native components.
- ▌ Flutter Handling HTTP And JSON · build-with-dhirajExecute HTTP requests and handle JSON in Flutter. Use for REST APIs or parsing structured external data.
- ▌ Flutter Working With Databases · build-with-dhirajManage local persistence using SQLite or other DBs in Flutter. Use to store, query, sync structured device data.
- ▌ Building Claude Portability Kit · build-with-dhirajSnapshot Claude Code setup (agents, skills, plugins, MCP, tooling) into a portable folder. Use for backup or Mac migration.
- ▌ Flutter Improving Accessibility · build-with-dhirajConfigure a Flutter app for assistive tech like Screen Readers. Use to support users with disabilities.
- ▌ Flutter Adding Home Screen Widgets · build-with-dhirajAdd home screen widgets to a Flutter app for Android and iOS — glanceable info or quick actions.
- ▌ Flutter Interoperating With Native Apis · build-with-dhirajInterop with native platform APIs on Android, iOS, web. Use for device features or existing native code.
- ▌ V0 Dev · build-with-dhirajv0 by Vercel expert guidance. Use when discussing AI code generation, generating UI components from prompts, v0 CLI usage, v0 SDK/API integration, or integrating v0 into development workflows with GitHub and Vercel deployment.
- ▌ Chat Sdk · build-with-dhiraj bundleVercel Chat SDK expert guidance. Use when building multi-platform chat bots — Slack, Telegram, Microsoft Teams, Discord, Google Chat, GitHub, Linear — with a single codebase. Covers the Chat class, adapters, threads, messages, cards, modals, streaming, state management, and webhook setup.
- ▌ Bootstrap · build-with-dhirajProject bootstrapping orchestrator for repos that depend on Vercel-linked resources (databases, auth, and managed integrations). Use when setting up or repairing a repository so linking, environment provisioning, env pulls, and first-run db/dev commands happen in the correct safe order.
- ▌ Cron Jobs · build-with-dhirajVercel Cron Jobs configuration and best practices. Use when adding, editing, or debugging scheduled tasks in vercel.json.
- ▌ Turborepo · build-with-dhiraj bundleTurborepo expert guidance. Use when setting up or optimizing monorepo builds, configuring task caching, remote caching, parallel execution, or the --affected flag for incremental CI.
- ▌ Flutter Implementing Navigation And Routing · build-with-dhirajHandle routing, navigation, and deep linking in Flutter. Use for screen navigation or URL routing.
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- ▌ Vercel API · build-with-dhirajVercel MCP and REST API expert guidance. Use when the agent needs live access to Vercel projects, deployments, environment variables, domains, logs, or documentation through the MCP server or REST API.
- ▌ AI Elements · build-with-dhirajAI Elements component library guidance — pre-built React components for AI interfaces built on shadcn/ui. Use when building chat UIs, message displays, tool call rendering, streaming responses, reasoning panels, or any AI-native interface with the AI SDK.
- ▌ JSON Render · build-with-dhirajAI chat response rendering guidance — handling UIMessage parts, tool call displays, streaming states, and structured data presentation. Use when building custom chat UIs, rendering tool results, or troubleshooting AI response display issues.
- ▌ Marketplace · build-with-dhirajVercel Marketplace expert guidance — discovering, installing, and building integrations, auto-provisioned environment variables, unified billing, and the vercel integration CLI. Use when consuming third-party services, building custom integrations, or managing marketplace resources on Vercel.
- ▌ Vercel Flags · build-with-dhirajVercel Flags guidance — feature flags platform with unified dashboard, Flags Explorer, gradual rollouts, A/B testing, and provider adapters. Use when implementing feature flags, experimentation, or staged rollouts.
- ▌ Verification · build-with-dhirajFull-story verification — infers what the user is building, then verifies the complete flow end-to-end: browser → API → data → response. Triggers on dev server start and 'why isn't this working' signals.
- ▌ Agent Browser · build-with-dhiraj bundleBrowser automation CLI for AI agents. Use when the user needs to interact with websites, verify dev server output, test web apps, navigate pages, fill forms, click buttons, take screenshots, extract data, or automate any browser task. Also triggers when a dev server starts so you can verify it visually.
- ▌ Observability · build-with-dhirajVercel Observability expert guidance — Drains (logs, traces, speed insights, web analytics), Web Analytics, Speed Insights, runtime logs, custom events, OpenTelemetry integration, and monitoring dashboards. Use when instrumenting, debugging, or optimizing application performance and user experience on Vercel.
- ▌ Vercel Queues · build-with-dhirajVercel Queues guidance (public beta) — durable event streaming with topics, consumer groups, retries, and delayed delivery. $0.60/1M ops. Powers Workflow DevKit. Use when building async processing, fan-out patterns, or event-driven architectures.
- ▌ Vercel Sandbox · build-with-dhiraj bundleVercel Sandbox guidance — ephemeral Firecracker microVMs for running untrusted code safely. Supports AI agents, code generation, and experimentation. Use when executing user-generated or AI-generated code in isolation.
- ▌ Vercel Storage · build-with-dhirajVercel storage expert guidance — Blob, Edge Config, and Marketplace storage (Neon Postgres, Upstash Redis). Use when choosing, configuring, or using data storage with Vercel applications.
- ▌ Vercel Services · build-with-dhiraj bundleVercel Services — deploy multiple services within a single Vercel project. Use for monorepo layouts or when combining a backend (Python, Go) with a frontend (Next.js, Vite) in one deployment.
- ▌ Knowledge Update · build-with-dhirajCorrects outdated LLM knowledge about the Vercel platform and introduces new products. Injected at session start.
- ▌ Investigation Mode · build-with-dhirajOrchestrated debugging coordinator. Triggers on frustration signals (stuck, hung, broken, waiting) and systematically triages: runtime logs → workflow status → browser verify → deploy/env. Reports findings at every step.
- ▌ Sign In With Vercel · build-with-dhirajSign in with Vercel guidance — OAuth 2.0/OIDC identity provider for user authentication via Vercel accounts. Use when implementing user login with Vercel as the identity provider.
- ▌ Agent Browser Verify · build-with-dhirajAutomated browser verification for dev servers. Triggers when a dev server starts to run a visual gut-check with agent-browser — verifies the page loads, checks for console errors, validates key UI elements, and reports pass/fail before continuing.
- ▌ Benchmark Agents · build-with-dhiraj bundleAdvanced AI agent benchmark scenarios that push Vercel's cutting-edge platform features — Workflow DevKit, AI Gateway, MCP, Chat SDK, Queues, Flags, Sandbox, and multi-agent orchestration. Designed to stress-test skill injection for complex, multi-system builds.