Adversarially verify claims that code, fixes, tests, CI, deployments, logs, or systems are correct, complete, healthy, or safe to merge. Use when asked to prove, verify, validate, confirm, double-check, review the agent's own work, check whether a bug is actually fixed, or decide whether green signals justify a…
Conduct rigorous, reproducible multi-step scientific work with literature, databases, local files, Python, R, shell, artifacts, reviewers, and approved compute. Use for evidence synthesis, data or statistical analysis, machine learning, simulation, study design, scientific figures or manuscripts, reproduction audits…
Installation instructions for codex-compressor, a tool that manages Codex settings and hooks. They describe standalone setup and plugin-hook setup on macOS, Linux, and Windows.
Guidance for AI coding agents working on the adeptability (adept) codebase. Humans: see README.md for usage and CONTRIBUTING.md for the contributor workflow.
Conclave — Multi-LLM Council with anonymized debate. Orchestrates multiple AI models (Claude, Gemini, GPT, Grok, Llama, etc.) in a Karpathy-style council with 3 depth levels: quick (parallel answers), standard (parallel + synthesis), deep (parallel + anonymized cross-critique with ranking + debate synthesis). Inspired…
Query the mcp-memory-service to retrieve stored facts, decisions, notes, and session learnings. Use this skill whenever the user asks what you remember, wants to recall past decisions or conventions, asks "do you know anything about X", references "last time we discussed", says "check your memory", "look in memory"…
Use this skill to process one to 99 local exact 2:1 equirectangular panorama images with Realsee Argus, producing depth maps, a merged GLB point cloud, camera poses, optional intrinsics, and a validated local output index. Trigger for Argus panorama reconstruction, Argus ZIP input, or explicit Argus…
Deep reference for caching — what to cache, cache-aside vs read/write-through/write-behind, TTLs with jitter, eviction (LRU/LFU/FIFO), invalidation, and surviving stampedes (thundering herd / dogpile). Worked examples and a runnable jitter check.
Handle the current public TDM DaOS payment contract and recovery guidance. Use when a TDM service returns HTTP 402 from POST /authorize, when the user needs help with Session Gas Tank behavior, or when the user should be guided toward tdm connect, tdm fuel, tdm sweep, or tdm cashout.
Plan a project by breaking goals into concrete tasks with priorities and deadlines. Use when the user says "let's plan", "break this down", "I need to figure out how to", "help me plan", or when starting a new project.
Authenticate with InFlow and pay HTTP 402-protected resources via MPP (the Payment auth scheme) or x402. Use when the user invokes the inflow CLI or asks to log in / connect to InFlow.
OmniSearch Synthesis Engine. Orchestrates multi-source data aggregation to dynamically synthesize structured, comprehensive report pages for any query.
Access 97 cloud-service tools via Sapiom MCP server — scrape websites, run code in sandboxes, store data (Redis/Vector/Postgres), search the web, call LLMs, generate images and audio, send messages, and manage agent governance. Use when user says "use sapiom", "scrape this page", "search the web", "run this code in…
Use Seshat MCP tools BEFORE writing or modifying any code. Triggers on: implementing features, fixing bugs, refactoring, modifying functions, creating files, editing files, choosing patterns, adding dependencies, building components, making any change to the codebase.
Use when organizing a large local skill library into category router skills, refreshing a compact skill inventory, or deciding which leaf skill bodies need to be read before agent classification.
Read, search, and inspect evidence in a Security Knowledge Base v1 repository, then validate or stage evidence-cited, revision-bound claim and finding proposals. Use when a task refers to a repository containing kb.json and the kb CLI, asks to check or update the security KB, or supplies an skb.context-packet/v1. Stop…
Use when the target is rare (fraud, churn, disease, anomalies). Covers correct metrics, resampling (SMOTE/undersampling), class weights, threshold tuning, and avoiding the accuracy trap and resampling leakage.
Use for all Laravel Livewire work. Covers Livewire v4 components, page routes, wire directives, PHP attributes, forms, validation, uploads, pagination, tables, modals, events, islands, performance, JavaScript, Alpine integration, Volt, Pest tests, upgrades, and debugging. Use it before you create, change, review…
Expert guidance for Symphony — the Rust orchestration engine for coding agents. Use when users ask about installing Symphony (cargo install, curl|bash, docker), initializing projects (symphony init), configuring WORKFLOW.md for Linear or GitHub trackers, running in daemon or one-shot mode, setting up the control…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: