Reasoning cursor rules

Orchestra-Research/AI-Research-SKILLs

Skill Claude CodeCodex

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.

masamasa59/ai-agent-papers

Skill Claude CodeCodex

Write a monthly trend newsletter for this ai-agent-papers repo. Use when asked to create/update a monthly trend report, summarize a category's recent papers, or "make a newsletter". Encodes the house procedure: cover every coherent category with enough papers that month (no fixed number of issues; overlap between…

zhiliscope/baiyueguang-learning-skill

Skill Claude CodeCodex

Transform knowledge points into an investigable information network using the Baiyueguang Learning Method.

UditAkhourii/neuroarxiv

Plugin Claude Code

Grounds a coding agent's architecture decisions in real arXiv prior art: parallel isolated reads of papers found category-wise (divergence), converged into one recommended path with citations, a first step, and known failure modes to avoid.

UditAkhourii/neuroarxiv

Skill Claude CodeCodex

Grounds a coding agent's architecture decisions in real arXiv prior art before it builds something new. Reads arXiv category-wise via real HTTP fetch, spawns parallel isolated reads across the papers found, scores/clusters them, then converges on ONE recommended path with citations, a first step, and known prior-art…

ahmadvh/octochains

Skill Claude CodeCodex

Determines whether a security incident involves personal data, triggers regulatory breach-notification obligations (e.g. GDPR Art. 33/34), and what notification timelines apply.

ahmadvh/octochains

Skill Claude CodeCodex

Analyzes authentication and authorization events for failed-login clustering, privilege-escalation chains, credential-stuffing patterns, and MFA-bypass indicators.

ahmadvh/octochains

Skill Claude CodeCodex

Detects anomalous behavior by authenticated users that may indicate insider threats through behavioral analysis of access patterns, privileged actions, and data movement.

lcqysl/GEMS

Skill Claude CodeCodex

This skill is designed to rewrite user prompts to align with the expert-level aesthetic standards. It transforms simple descriptions into multi-dimensional, professional-grade artistic instructions that maximize scores across all fine-grained aesthetic attributes.

lcqysl/GEMS

Skill Claude CodeCodex

This skill should be triggered when the user's request involves multiple objects, complex scene arrangements, or specific physical relationships between elements.

lcqysl/GEMS

Skill Claude CodeCodex

This skill should be triggered when the user's request contains specific quotes, slogans, names, or any intended text that needs to appear accurately and aesthetically within the generated image.

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for composing DSPy modules with Ensemble, MultiChainComparison, ensemble voting, sequential pipelines, and multi-program workflows.

OmidZamani/dspy-skills

Skill Claude CodeCodex

Use for creating custom DSPy modules, extending dspy.Module, reusable components, stateful modules, serialization, and module testing.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Guide for designing, implementing, and advising on MCP servers that use Code Mode — the pattern where an LLM writes and executes code to orchestrate API calls instead of calling individual tools one at a time. Use this skill whenever the user mentions Code Mode, MCP tool proliferation, context window bloat from MCP…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Run an Agent-Native Architecture Audit using Thoughtbox Hub for multi-agent coordination. Spawns 3 auditor agents and 1 synthesizer that collaborate through structured channels, cross-reference findings, and build consensus on scores.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Orchestrate a multi-agent collaboration demo on the Thoughtbox Hub. Spawns MANAGER, ARCHITECT, and DEBUGGER agents that coordinate through shared workspaces, problems, proposals, and channels.

Kastalien-Research/thoughtbox

Plugin Claude Code

Plugin marketplace listing 1 plugin: thoughtbox-claude-code.

Kastalien-Research/thoughtbox

Agent Claude Code

Proactively audit the assumption registry for stale, unverified, or newly-broken assumptions. Use on a schedule (weekly) or when starting work that depends on external systems. Unlike dependency-verifier (reactive, investigates on demand), this agent walks the full registry and flags what needs attention.

Kastalien-Research/thoughtbox

Agent Claude Code

Track aggregate token spend and API costs across all agent operations. Enforce budget constraints, detect cost anomalies, and recommend budget reallocation. Use for daily cost rollups, budget enforcement, and spend optimization.

Kastalien-Research/thoughtbox

Agent Claude Code

Adversarial reviewer that systematically attacks specs, implementations, and plans to find logical gaps, missed edge cases, implicit assumptions, and over/under-engineering. Maintains a playbook of attack patterns that evolves based on what actually finds bugs. Use on any artifact you want stress-tested before…

Kastalien-Research/thoughtbox

MCP server Claude CodeCodexCursor +2

Extended reasoning with structured processes, persistence, and workflow guidance. Runs locally from the @kastalien-research/thoughtbox npm package.

mrgoonie/fable-thinking

Skill Claude CodeCodex

Reasoning protocol distilled from Claude Fable 5. Makes any model reason like Fable — evidence-grounded claims, multi-hypothesis diagnosis, concrete simulation, adversarial self-review, calibrated outcome-first delivery. Its never-skipped Floor check catches simple-looking trick questions models answer confidently…

angrysky56/advanced-reasoning-mcp

Cursor rule Cursor

CodeGraph MCP usage guide — when to use which tool.

angrysky56/advanced-reasoning-mcp

Instructions file CodexOpenCode

Instructions for angrysky56/advanced-reasoning-mcp, covering agents.md — advanced reasoning mcp, what this server gives you, mental model, the core workflow and tools.