Recently added agent tools.

Write ML papers for NeurIPS/ICML/ICLR: design→submit.

Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.

Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.

Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.

Mathematical foundations and theory specialist. Use when the user asks to talk to Sage, requests the theorist, or needs mathematical analysis, proofs, and convergence guarantees.

Open the prefab edit stage for a prefab instance or prefab asset GameObject. Modifications inside the edit stage propagate to all instances. Pair with 'assets-prefab-close' to exit the stage when done.

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Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

Navigate status workflows with user's config. Use when asked "What's next?", "Can I move to X?", or "Why did this fail?". Delegates to get_next_status tool, interprets StatusValidator errors, explains forward/backward/emergency patterns. Lightweight coordinator - validates nothing, explains everything.

Keep docs aligned with shipped behavior, reduce confusion, and improve contributor onboarding.

Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.

Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.

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Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.

Install and configure the Hermes Workspace web UI (Next.js dashboard) for Hermes Agent — chat, conductor, memory, terminal, and settings in one interface.

Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

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## Overview This skill enables interpretation in the domain of data-mining (data-science). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform interpretation operations related to data-mining. This includes tasks such as: - build models - extract features - predict outcomes The skill leverages visualization libraries and follows best practices established in the data-s

## Overview This skill enables testing in the domain of optogenetics (neuroscience). It represents intermediate-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform testing operations related to optogenetics. This includes tasks such as: - record neural activity - model circuits - study behavior The skill leverages electrophysiology equipment and follows best practices established in the neurosc

Complete investment analysis, portfolio construction, risk management, and trade execution methodology. Works across stocks, crypto, ETFs, bonds, and alternatives. Zero dependencies — pure agent skill. ## Quick Health Check (/8) Before any investment activity, score your current state: | Signal | ✅ Healthy | ❌ Fix First | |--------|-----------|-------------| | Investment thesis documented | Written with edge + invalidation | "I think it'll go up" | | Position sizing calculated | Kelly/fixed-frac

Offer design and packaging for Nick's products and services. Use when shaping pricing, packages, guarantees, feature bundles, positioning, or making an offer more compelling and easier to buy.

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

Use only for developer-facing products; map users, buyers, champions, contributors, and operational stakeholders

## Overview This skill enables derivation in the domain of nanotechnology (engineering). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform derivation operations related to nanotechnology. This includes tasks such as: - optimize processes - design components - validate designs The skill leverages CAD software and follows best practices established in the engineering commun

## Overview This skill enables characterization in the domain of statistics (mathematics). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform characterization operations related to statistics. This includes tasks such as: - find eigenvalues - analyze functions - analyze functions The skill leverages proof assistants and follows best practices established in the mathematics

DSPy: declarative LM programs, auto-optimize prompts, RAG.

Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?

Read Simon's latest AI Champions weekly task from #ai-champions Slack, implement it, and post a succinct human-readable result back to the channel as a single message.

Boot, recover, tune, and verify the SCBE Android emulator phone lane for AetherCode and Polly Pad. Use when Codex needs to operate the `SCBE_Pixel_6_API35` emulator, repair stale lock state, resize the phone surface, or prove the current lane state from local artifacts.

## Overview This skill enables synthesis in the domain of power-systems (engineering). It represents research-level-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform synthesis operations related to power-systems. This includes tasks such as: - analyze structures - analyze structures - design components The skill leverages FEA tools and follows best practices established in the engineering com

Centralize external namespace imports (BCL, FCL, NuGet) in a GlobalUsings.cs file per project, keeping individual files clean.

You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

Maintain or extend the advisory decision-support layer that structures signal fusion, external context, AI validation, probabilistic edge, pipeline stage, and supervisor readiness without changing execution behavior. Use when working in app/decision_support.py, journaled decision-support payloads, or operator-facing decision interpretation.

## Overview This skill enables simulation in the domain of classical-mechanics (physics). It represents fundamental-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform simulation operations related to classical-mechanics. This includes tasks such as: - model systems - solve wave equations - calculate forces The skill leverages measurement devices and follows best practices established in the ph

Drafts a federally-defensible SOW or PWS the prime issues to a subcontractor / teaming partner — same FAR 37.102(d) / 37.602 / 16.601(c)(2) / 16.306(d) discipline a contracting officer applies, opposite seat. USE WHEN the user asks to \"write a SOW for our sub\", \"draft a PWS for [Partner]\", \"build the teaming-partner statement of work\", \"convert this SOO into a sub SOW\", \"we need a SOW the sub will sign\", or any variant of authoring a downstream work statement. Walks the upstream 3-phas

Guide for hyperparameter selection — learning rate formulas, LoRA rank, batch size, group size, schedules, and model-specific tuning. Use when the user asks about learning rate, batch size, hyperparameter tuning, or how to configure training parameters.

Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

A manifest-driven task runner that sequentially executes plan management tasks and verification steps automatically during the execution phase of a workflow.

Code quality dashboard. (gstack)

Get a second opinion from Claude Code. Use from Codex when you want to cross-check your reasoning, validate a plan, or get an independent review from Claude.

Reviews pull request diffs for correctness, security, maintainability, and test coverage. Use when the user asks for a code review of a change set, patch, or PR description.

## Overview This skill enables modeling in the domain of algebra (mathematics). It represents expert-level expertise and is designed for production use in research, industry, and educational contexts. ## Description Use this skill when you need to perform modeling operations related to algebra. This includes tasks such as: - calculate integrals - find eigenvalues - analyze functions The skill leverages symbolic computation and follows best practices established in the mathematics community. ## T

Tests an agent's capacity to handle complex constraint satisfaction by managing and resolving conflicting schedules derived purely from raw natural language descriptions. It simulates personal assistant scenarios where the model must maintain a high-density representation of events to detect conflicts accurately. Use when the user wants to benchmark on Calendar Scheduling, or asks about evaluating this task. Reports Exact Match (EM).

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

Patrones idiomáticos de Python, estándares PEP 8, type hints y buenas prácticas para construir aplicaciones Python robustas, eficientes y mantenibles.

Enforces complexity analysis, correct data structure selection, vectorization, and algorithm implementation discipline at principal-engineer level.

Use when a delivery run needs a Stakeholder Input Packet and none exists or the existing one has gaps, OPEN items, hedges, or contradictions — e.g., the project idea lives in a conversation, loose notes, or a short brief. Required before the requirements-analyst agent (and therefore the whole pipeline) can run.