Claude Skills by thedixitjain

Direct TMDL file authoring and BIM-to-TMDL conversion for semantic models in PBIP projects. Automatically invoke when the user asks to \"edit TMDL\", \"add a measure in TMDL\", \"TMDL syntax\", \"fix formatString\", \"fix summarizeBy\", \"TMDL indentation\", \"convert BIM to TMDL\", \"add a column description\", \"create a calculated column in TMDL\", or mentions .tmdl file editing or BIM-to-TMDL migration.

Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in one file per ticket locally, or native blocking links on a real tracker.

'Together AI debug bundle for inference, fine-tuning, and model deployment. Use when working with Together AI''s OpenAI-compatible API. Trigger: \"together debug bundle\". '

'Run inference with Together AI -- chat completions, streaming, and model selection. Use when testing open-source models, comparing model performance, or learning the Together AI API. Trigger: \"together hello world, together AI example, run llama\". '

'Together AI performance tuning for inference, fine-tuning, and model deployment. Use when working with Together AI''s OpenAI-compatible API. Trigger: \"together performance tuning\". '

'Together AI reference architecture for inference, fine-tuning, and model deployment. Use when working with Together AI''s OpenAI-compatible API. Trigger: \"together reference architecture\". '

'Together AI upgrade migration for inference, fine-tuning, and model deployment. Use when working with Together AI''s OpenAI-compatible API. Trigger: \"together upgrade migration\". '

Friendly onboarding when users ask about capabilities

Turn any codebase into evidence-grounded Markdown docs plus a machine-readable index.json. Every claim cites its source; never invents deployment steps.

'Build this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. it should be used when the user asks to manage model versions, track model lineage, log model performance, or implement version control f... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose. '

Review traction experiment results and recommend whether to double down, iterate, repeat Bullseye, or pivot. Use when analyzing growth test data, comparing channel performance, deciding if a channel moved the needle, or reassessing startup traction strategy.

Plan viral marketing and engineering-as-marketing traction experiments from Traction. Use when designing referral loops, viral coefficients, engineered acquisition tools, calculators, microsites, widgets, or product-led assets that acquire customers; use make-product-viral instead for landing-page audits, shareability reviews, pricing-page polish, or social-preview optimization.

Runs a Trailmark summary analysis on a codebase. Returns auto-detected languages, entry point count, and dependency list. Use when vivisect or galvanize needs a quick structural overview. Triggers: trailmark summary, code summary, structural overview.

Analyze a GitHub issue, verify claims against the codebase, and close invalid issues with a technical response.

Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

'Diagnose and fix TwinMind common errors and exceptions. Use when encountering transcription errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like \"twinmind error\", \"fix twinmind\", \"twinmind not working\", \"debug twinmind\", \"transcription failed\". '

'Collect comprehensive diagnostic information for TwinMind issues. Use when preparing support requests, investigating complex problems, or gathering evidence for bug reports. Trigger with phrases like \"twinmind debug\", \"twinmind diagnostics\", \"collect twinmind info\", \"twinmind support bundle\". '

'Incident response for TwinMind failures: transcription not starting, audio not captured, sync failures, and calendar disconnect. Use when implementing incident runbook, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind incident runbook\", \"twinmind incident runbook\". '

'Migrate from other meeting AI tools (Otter. Use when implementing migration deep dive, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind migration deep dive\", \"twinmind migration deep dive\". '

'Optimize TwinMind transcription accuracy and speed with Ear-3 model configuration, audio quality tuning, and caching strategies. Use when implementing performance tuning, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind performance tuning\", \"twinmind performance tuning\". '

'Implement TwinMind rate limiting, backoff, and optimization patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for TwinMind. Trigger with phrases like \"twinmind rate limit\", \"twinmind throttling\", \"twinmind 429\", \"twinmind retry\", \"twinmind backoff\". '

'Production architecture for meeting AI systems using TwinMind: transcription pipeline, memory vault, action item workflow, and calendar integration. Use when implementing reference architecture, or managing TwinMind meeting AI operations. Trigger with phrases like \"twinmind reference architecture\", \"twinmind reference architecture\". '

'Apply production-ready TwinMind SDK patterns for TypeScript and Python. Use when implementing TwinMind integrations, refactoring API usage, or establishing team coding standards for meeting AI integration. Trigger with phrases like \"twinmind SDK patterns\", \"twinmind best practices\", \"twinmind code patterns\", \"idiomatic twinmind\". '

'Upgrade between TwinMind plan tiers and migrate configurations. Use when upgrading from Free to Pro, Pro to Enterprise, or migrating between TwinMind environments. Trigger with phrases like \"upgrade twinmind\", \"twinmind pro\", \"twinmind enterprise\", \"migrate twinmind\", \"twinmind tier change\". '

Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.

Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex type logic, creating reusable type utilities, or ensuring compile-time type safety in TypeScript projects.

TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.

Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.

Language-specific super-code guidelines for typescript.

Use when designing or auditing UAI experiments where inference quality is the endpoint, covering calibration and coverage measurement, posterior diagnostics, structure-recovery metrics for causal and graphical models, seeded repeated runs, baselines from both sampling and optimization families, and mapping each claim to its evidence.

MUST USE for planning before coding when design uncertainty remains after discovery: ambiguous scope, competing decompositions, unclear boundaries, uncertain dependency ordering, architecture decisions, a vague 'just make it good / figure out what to build' brief, or any request to plan, interview, or break work down. Explore-first planning consultant (Prometheus) that grounds in the codebase, asks only the forks exploration cannot resolve - or researches them to best practice when the intent...

MUST USE for planning before coding when design uncertainty remains after discovery: ambiguous scope, competing decompositions, unclear boundaries, uncertain dependency ordering, architecture decisions, a vague 'just make it good / figure out what to build' brief, or any request to plan, interview, or break work down. Explore-first planning consultant (Prometheus) that grounds in the codebase, asks only the forks exploration cannot resolve - or researches them to best practice when the intent...

Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

Use when you need to generate an onboarding guide for new team members joining a project

Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.

> Rewrites commit messages so they sound like a careful human engineer wrote them. Strips AI/marketing slop (\"comprehensive solution\", \"robust implementation\", \"leverage\", \"enhance\", \"seamlessly\", \"This commit...\"). Keeps Conventional Commits format. Subject ≤72 chars (aim ≤50), imperative mood. Body only when \"why\" isn't obvious from the subject. Use when user says \"humanize commit\", \"de-slop commit message\", \"make this commit sound human\", \"/unslop-commit\", \"/commit\"...

Rewrites commit messages so they sound like a careful human engineer wrote them. Strips AI/marketing slop (\"comprehensive solution\", \"robust implementation\", \"leverage\", \"enhance\", \"seamlessly\", \"This commit...\"). Keeps Conventional Commits format. Subject ≤72 chars (aim ≤50),...

> Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing (\"I noticed...\", \"I was wondering if perhaps...\", \"It might be worth considering...\"). Each comment is direct: location, the issue, a concrete fix. Use when user says \"humanize review\", \"de-slop PR comment\", \"make this feedback sound human\", \"review this PR\", \"code review\", \"/review\", \"/unslop-review\". Auto-triggers when reviewing PRs.

Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing (\"I noticed...\", \"I was wondering if perhaps...\", \"It might be worth considering...\"). Each comment is direct: location, the issue, a concrete fix. Use when user says...

Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.

Implements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usage analytics, or cost tracking to a skill.

Use when starting feature work that needs isolation from the current workspace, or when an implementation plan should run outside the active working tree.

Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching.

Use when creating an isolated git worktree from the current branch for parallel development and only a build/compile check is required (no tests)

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

Core module implementation for claude-flow v3. Implements DDD domains, clean architecture patterns, dependency injection, and modular TypeScript codebase with comprehensive testing.

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.

Domain-Driven Design architecture for claude-flow v3. Implements modular, bounded context architecture with clean separation of concerns and microkernel pattern.