OpxSkills

Claude agent skills

Claude assistants and Claude Code workflows. These are SKILL.md agent skills associated with Claude — reusable workflows, not prompt snippets. Compatibility may be inferred from the skill text unless a hands-on test is recorded.

All modelsInstall guideRanked Claude skillsSkill directory

productivity

2chat Automation

Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Ably Automation

Automate Ably tasks via Rube MCP (Composio). Always search tools first for current schemas.

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creativity

Add Onboarding Tour

Add a first-run guided tour, product walkthrough, coachmarks, or empty-state mock/example data to a Lightdash frontend feature. Use when the user wants to onboard users to a page, add a "Take the tour" flow, explain an unfamiliar UI, or show sample data on an empty page.

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productivity

Adobe Automation

Automate Adobe tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Agent Device

Drive iOS and Android devices for the Expensify App - testing, debugging, performance profiling, bug reproduction, and feature verification. Use when the developer needs to interact with the mobile app on a device.

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coding

Agent Device Evidence

Records iOS/Android native MP4 evidence for test/repro flows extracted from an Expensify GitHub PR or issue. Use when the user asks to "record the flow for PR #X", "capture mobile evidence for issue #Y", or "produce screenshots/videos for <PR or issue URL>". Mobile-native only - declines mWeb and Desktop.

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Agent Harness

Guide for AI agents running in the isolated agent-harness environment. Use when you need to discover your agent ID, find your ports, manage your stack with agent-cli.sh, run verification, or understand the multi-agent development setup.

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Agent Sort

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

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coding

Agent Transcript

Add a redacted agent transcript section to GitHub PR or issue bodies during OpenClaw agent-created PR/issue workflows.

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analysis

Ahrefs Automation

Automate SEO research with Ahrefs -- analyze backlink profiles, research keywords, track domain metrics history, audit organic rankings, and perform batch URL analysis through the Composio Ahrefs integration.

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creativity

Algorithmic Art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

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Amara Automation

Automate Amara tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Ambee Automation

Automate Ambee tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Analog Flow Orchestrate

Canonical reference doc for the Analog A1-A9 track — spec extraction → topology → netlist → corner sweep → layout → per-block PV (DRC/LVS) → post-layout resim → hardmacro → HIL. Used when an agent wants to walk the A1-A9 plan step-by-step. For unified one-command execution (deterministic runner + AI fall-through + final audit aggregated), prefer the slash command /vibe-ic-analog (v1.6.13+) which merges this skill's workflow with analogoneshotrunner.py.

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coding

Analyze Db Logs

Analyze Drift / SQLite slow-query and super-slow-query logs against this app's known stall patterns (read waves, N+1, transaction scoping, MultiExecutor contention, WAL/OS factors)

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creativity

Analyze Slides

Analyze PowerPoint slides qualitatively using vision AI. Arguments: <deckpath> [--render] [--slides 1,5,10]

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productivity

Anthropicadministrator Automation

Automate Anthropic Admin tasks via Rube MCP (Composio): API keys, usage, workspaces, and organization management. Always search tools first for current schemas.

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coding

Anti Cheat Systems

Guide for modern game anti-cheat architecture, Windows kernel monitoring, and detection tradeoffs. Use this skill when analyzing EAC, BattlEye, Vanguard, FACEIT AC, kernel callbacks, handle protection, manual-map detection, boot-start drivers, BYOVD, DMA threats, or behavioral telemetry in game security research.

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coding

Antigaslighter

Verify a named artifact, workflow, deployment, or script against observable evidence. Read-only by default, bounded to the requested target, and explicit when evidence is incomplete.

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coding

Apify Automation

Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.

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productivity

Apollo Automation

Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using natural language through the Composio MCP integration.

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coding

Artifact Overseer

Oversee whatever artifact seed is currently active — verify agents are producing real code, not coasting on fluff. Reads the active seed from seeds.json and adapts to any project or deliverable.

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creativity

Artifacts Builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

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productivity

Aryn Automation

Automate Aryn tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Ashby Automation

Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.

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productivity

Attio Automation

Automate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list attributes, and navigate your relationship data -- using natural language through the Composio MCP integration.

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Auth0 Automation

Automate Auth0 tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Autom Automation

Automate Autom tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Awcms Abac Guard

Terapkan kontrol akses RBAC+ABAC default-deny plus RLS pada endpoint/service AWCMS. Gunakan pada setiap endpoint non-public dan setiap akses data tenant-scoped. Menegakkan default deny, deny-overrides-allow, decision log, dan tenant isolation sesuai doc 03 & 10.

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coding

Awcms Auth Online Hardening

Konteks desain lintas-fitur untuk pengerasan auth online awcms (Turnstile, MFA/TOTP, OIDC/SSO, admin policy UI). PENTING — nomor issue #587-#593, nama file, nama tabel, nomor migrasi, dan path endpoint di badan skill ini milik repo LAIN (awcms-micro); di awcms semuanya bernama BEDA. Baca §Peta ke artefak nyata awcms lebih dulu, lalu perlakukan sisanya sebagai catatan alasan-desain, bukan rujukan path. Kapabilitasnya SENDIRI sudah ada di awcms per #184/#185/#186/#274 — jangan bangun ulang.

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Bart Automation

Automate Bart tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Basin Automation

Automate Basin tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Beads

Use for authorized Lotti maintainer work that needs private durable task tracking, issue dependencies, blocker management, multi-session handoff, or shared agent memory. Public contributors use GitHub Issues instead.

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Beamer Automation

Automate Beamer changelog and announcement operations through an MCP toolkit: draft posts, list posts, and keep a product changelog in sync from an agent session.

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Bench Automation

Automate Bench tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Bigml Automation

Automate Bigml tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Block No Verify Hook

Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.

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productivity

Bolna Automation

Automate Bolna tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Bootstrap World

Autonomously set up a complete Rappterbook world simulation from a fresh fork. Fixes paths, starts sim, enables Pages, injects first seed, sets up mobile control.

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productivity

Braintree Automation

Braintree Automation: manage payment processing via Stripe-compatible tools for customers, subscriptions, payment methods, and transactions

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coding

Breakup Pr

Break up a large PR into vertical feature slices delivered incrementally via Graphite stacked PRs. All verticals share a single feature flag so the entire feature ships atomically. Use when: splitting a large PR, breaking up a diff, vertical slicing, incremental delivery, phased rollout, or when a PR is too large to review.

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Brex Automation

Automate Brex tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Build And Dependency

Dev environment setup for NeMo AutoModel — container-based development, uv package management, installation options, environment variables, and common build pitfalls.

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coding

Builder Smoke Test

Smoke test the Agent Builder feature branch end-to-end against a hermetic project scaffolded by the skill (linked to the current worktree). Covers workspace reconciliation, stored agents/skills CRUD, ownership, visibility, stars, registry/library Copy flow, picker allowlists, model policy, RBAC role gating, role impersonation UI, builder defaults, infrastructure diagnostics, channels, and Studio + Agent Builder UI. Trigger when validating the agent-builder feature branch, PRs that touch packages/server, packages/playground, packages/playground-ui agent-builder routes, or builder EE code paths.

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education

Cabloy Domain Planning

Use this skill whenever the user wants to plan a new business domain in this Cabloy repo, such as CRM, OA, training, ERP, or a similar long-lived domain. Trigger when the request is about deciding suite-first structure, proposing or validating providerId, suite, and module names, comparing naming options, confirming names before scaffolding, or keeping a custom naming path open. Prefer it before backend or frontend scaffolding when the main question is domain naming and structure rather than immediate file generation.

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Cal Automation

Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Canny Automation

Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Capsule CRM Automation

Automate Capsule CRM operations -- manage contacts (parties), run structured filter queries, track tasks and projects, log entries, and handle organizations -- using natural language through the Composio MCP integration.

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productivity

Capsulecrm Automation

Automate Capsule CRM tasks via Rube MCP (Composio): contacts, opportunities, cases, tasks, and pipeline management. Always search tools first for current schemas.

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productivity

Cats Automation

Automate Cats tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Caura

The agent's persistent long-term memory — the only knowledge that survives across sessions, shared across the fleet under access control. Consult it at the start of a task to recall prior decisions, findings, and rules before acting, and write outcomes, decisions, and lessons as work completes. Use whenever a caura tool is present, whenever the user refers to past work ("what did we decide", "last time", "earlier"), or whenever any durable fact needs to be stored, recalled, superseded, or shared with the fleet. Do not use it for throwaway within-session scratch state.

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writing

Changelog Generator

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

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coding

Check Cell Order

Detect cell-ordering / enchainement problems in Jupyter notebooks (canonical-order slippage, misplaced or forgotten cells). Arguments: [target] [--severity HIGH|MED|LOW] [--json]

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productivity

Checkpoint Promotion

Gate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when deciding whether a tuned model ships, or when a promoted model needs re-gating against updated goldens.

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coding

Claude API

Up-to-date Claude API reference for model IDs, tool use, MCP, prompt caching, streaming, and SDK patterns so an agent stops guessing against stale docs.

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Clockify Automation

Automate time tracking workflows in Clockify -- create and manage time entries, workspaces, and users through natural language commands.

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productivity

Coinbase Automation

Coinbase Automation: list and manage cryptocurrency wallets, accounts, and portfolio data via Coinbase CDP SDK

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creativity

Competitive Ads Extractor

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

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productivity

Contentful Automation

Automate headless CMS operations in Contentful -- list spaces, retrieve space metadata, and update space configurations through the Composio Contentful integration.

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coding

Contribute To Asi

Hill-climb the benchmarks in elizaOS/asi, a JAX continual-reinforcement-learning framework, with optional public payout registration. Use when an agent is asked to improve a measured result, port a method from the literature, fix something that corrupts measurement, decisively close a research direction with paired evidence, or register a public Solana payout address.

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coding

Contribute To Delta Star

Advance, test, refute, or independently review machine-checked work in elizaOS/proximityprize's Delta Star proximity-gap programme. Use when an agent is asked to solve formal mathematics, implement Lean proofs, validate a research lane, improve executable checks, or prepare evidence for contribution-share review toward the external Proximity Prize.

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coding

Contribute To Eliza

Implement, test, diagnose, or independently review mission-critical work in elizaOS/eliza, with optional public payout registration. Use when an agent is asked to improve the shipped Eliza app, Eliza Cloud, the core agent runtime, or a primary capability on an existing product path; prove one authorized outcome; publish a device-signed project token receipt; or register a public Solana payout address.

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coding

Corpus Maintenance

Use for authored-source correspondence corpus maintenance: verify the vendored CIVIL/EVIL snapshot for drift against upstream, re-harvest or re-pin it, run the offline benchmark, and decide when to advance the pin.

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Coupa Automation

Automate Coupa tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Cults Automation

Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas.

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analysis

Customer.Io Automation

Automate customer engagement workflows including broadcast triggers, message analytics, segment management, and newsletter tracking through Customer.io via Composio

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productivity

Daffy Automation

Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas.

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writing

Dataset Curation

Prepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into training format, applying chat templates, configuring sequence packing, generating synthetic training data, or writing a dataset card before a run.

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coding

Debugging Difficult Bugs

Use early when debugging a medium or hard bug, especially when tests alone may not reveal the real runtime failure. Trigger this before extended TDD iteration when a bug involves runtime state, ordering, persistence, streaming, concurrency, UI/manual reproduction, external services, or when a red or newly passing test may not model the real issue. Skip only when the root cause is already directly proven by a stack trace or deterministic test that exercises the real runtime path.

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productivity

Deel Automation

Automate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Deep Inspect Analysis

Use for opt-in Deep Inspect run triage: test lane failures, census artifacts, pinned-subset drift, and routing findings into issues or tracker updates.

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productivity

Demio Automation

Automate Demio tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Dma Attack Techniques

Guide for PCIe DMA threat modeling, FPGA-based memory access, and defensive implications in game security. Use this skill when researching pcileech, BAR and TLP behavior, page-table walking, IOMMU or VT-d, device impersonation, firmware mimicry, or DMA detection and mitigation in game security research.

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creativity

Doc Coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

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productivity

Docker Hub Automation

Automate Docker Hub operations -- manage organizations, repositories, teams, members, and webhooks via the Composio MCP integration.

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productivity

Dockerhub Automation

Automate Docker Hub tasks via Rube MCP (Composio): repositories, images, tags, and container registry management. Always search tools first for current schemas.

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coding

Docs Audit

Interactive documentation quality review for Mastra docs. Use when auditing, reviewing, or critiquing Mastra documentation; checking docs against source code; validating code examples, API accuracy, or property completeness; checking whether docs follow the styleguide and deterministic linters; or evaluating whether a beginner or agent can follow a doc to complete a job. This skill keeps humans in the loop with askuser and submitplan, then always runs an agent-build eval after approved fixes.

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Dpd2 Automation

Automate Dpd2 tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Dromo Automation

Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Dynamic Tools

Runtime tool management with toolmanage and tools.toml format. Create, enable, disable, reload tools without restart. (/dynamic-tools, toolmanage, runtime tools)

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productivity

Dynamics 365 Automation

Dynamics 365 Automation: manage CRM contacts, accounts, leads, opportunities, sales orders, invoices, and cases via the Dynamics CRM Web API

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coding

Edit Flow

Create and edit pi-flows flows and agents from the main session. Use when the user wants to create a new flow, add or change an agent, or edit an existing flow/agent. Covers agent frontmatter, flow YAML, step types, model references, the flowagents and flowwrite tools, write locations, and how to fix validation errors.

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creativity

ElevenLabs Automation

Automate ElevenLabs text-to-speech workflows -- generate speech from text, browse and inspect voices, check subscription limits, list models, stream audio, and retrieve history via the Composio MCP integration.

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coding

Embedding Strategies

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

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creativity

Emem A2a Collaboration

Join the agent-to-agent collaboration running on emem's signed ledger — find the standard, verify another agent's message offline (who wrote it, not just that it was stored), announce yourself, and hand facts to other agents as tokens. Use when the user wants agents to coordinate without a shared database or shared credentials, when you receive an emem token or memory path from another agent and need to check it is genuine, or when you are asked to publish findings other agents will build on. No human, no account, no key exchanged out of band.

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analysis

Emem Field Tokens

Get a native-resolution raster field over an area from emem, or a field over time, as a signed, verifiable artifact rather than a set of per-cell scalars. Use when the user needs the actual grid of values over an area of interest (a world model input, an NDVI/band drape, change analysis over a scene window, exportable pixels a third party can re-derive) rather than one number at one point. Returns content-addressed grid artifacts plus a signed derivation record and an emem:raster: or emem:cube: token. Reads are public — no auth required.

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coding

Emem Find Similar

Given a place name or cell64, return the top-K most similar places on Earth by cosine similarity over the 128-D Tessera foundation embedding. Use when the user asks for analogues, look-alikes, or counterparts ("find cities like Bangalore", "where else looks like the Sundarbans", "show me places with a similar urban canopy to Singapore"). Returns cell64s with scores, lat/lng, and cached place labels.

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creativity

Emem Locate And Recall

Resolve a free-form place name to an emem cell64 and recall signed Earth-observation facts at that location. Use when the user asks about current weather, vegetation index, elevation, soil properties, or any other geospatial measurement at a named place ("what's the temperature in Bengaluru", "how high is Denali", "what's the NDVI in the Sundarbans"). Returns content-addressed facts with Ed25519 receipts that can be verified offline. Reads are public — no auth required.

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coding

Eval Harness First

Build the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines. Use when starting a fine-tuning effort, when converting traces into an eval set, or when calibrating a judge against human labels.

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analysis

Evaluation Methodology

PluginEval quality methodology — dimensions, rubrics, statistical methods, and scoring formulas. Use this skill when understanding how plugin quality is measured, when interpreting a low score on a specific dimension, when deciding how to improve a skill's triggering accuracy or orchestration fitness, when calibrating scoring thresholds for your marketplace, or when explaining quality badges to external partners like Neon.

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productivity

Exa Automation

Automate Exa tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Excel Automation

Excel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration

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productivity

Exist Automation

Automate Exist tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Felt Automation

Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Fern Docs

Maintain the NeMo AutoModel Fern docs site under docs/ (MDX content) + docs/fern/ (infra) — add, update, move, or remove pages; manage redirects, slugs, navigation, and version aliases; run validation and previews.

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coding

File Conversion

Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or signup. Use when the user needs a file converted to a different format.

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productivity

Filloutforms Automation

Automate Fillout tasks via Rube MCP (Composio): forms, submissions, workflows, and form builder. Always search tools first for current schemas.

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education

Finetuning Method Selection

Decide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model. Use when starting any fine-tuning effort, when unsure whether RAG or prompting would suffice, or when choosing between preference-optimization and reinforcement methods.

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coding

Firecrawl Automation

Automate web crawling and data extraction with Firecrawl -- scrape pages, crawl sites, extract structured data, batch scrape URLs, and map website structures through the Composio Firecrawl integration.

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productivity

Fixer Automation

Automate Fixer tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Folk Automation

Automate Folk tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Fomo Automation

Automate Fomo tasks via Rube MCP (Composio). Always search tools first for current schemas.

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Front Automation

Automate Front tasks via Rube MCP (Composio). Always search tools first for current schemas.

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coding

Frontend

Rules and best practices when working on the dashboard React frontend codebase (including the inlined Gram Elements code)

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coding

Game Engine Resources

Guide for game-engine internals, source trees, plugins, and engine-specific security research. Use this skill when researching Unreal, Unity, Source, Godot, custom engines, engine detectors, engine explorers, or engine protection patterns relevant to modding, reverse engineering, and anti-cheat.

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coding

Game Hacking Techniques

Guide for game-hacking technique taxonomy and threat modeling relevant to game security. Use this skill when researching memory access, code injection, overlays, input simulation, engine-specific attack surfaces, or how modern anti-cheat systems constrain user-mode, kernel-mode, hypervisor, and DMA-based cheat implementations.

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productivity

Gamma Automation

Automate Gamma tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Giphy Automation

Automate Giphy tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Gist Automation

Automate Gist tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Gleap Automation

Automate Gleap tasks via Rube MCP (Composio). Always search tools first for current schemas.

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analysis

Gong Automation

Automate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.

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productivity

Goody Automation

Automate Goody tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

Google Admin Automation

Automate Google Workspace Admin tasks via Rube MCP (Composio): manage users, groups, memberships, suspend accounts, create users, add aliases. Always search tools first for current schemas.

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coding

Google Maps Automation

Automate Google Maps tasks via Rube MCP (Composio): geocode addresses, search places, get directions, compute route matrices, reverse geocode, autocomplete, get place details. Always search tools first for current schemas.

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productivity

Google Search Console Automation

Automate Google Search Console tasks via Rube MCP (Composio): query search analytics, list sites, inspect URLs, submit sitemaps, monitor search performance. Always search tools first for current schemas.

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productivity

Googleadmin Automation

Automate Google Admin tasks via Rube MCP (Composio): user management, org units, groups, and domain administration. Always search tools first for current schemas.

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productivity

Googleads Automation

Automate Google Ads analytics tasks via Rube MCP (Composio): list Google Ads links, run GA4 reports, check compatibility, list properties and accounts. Always search tools first for current schemas.

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productivity

Googlebigquery Automation

Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.

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productivity

Googleclassroom Automation

Automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements. Always search tools first for current schemas.

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productivity

Googledocs Automation

Automate Google Docs tasks via Rube MCP (Composio): create, edit, search, export, copy, and update documents. Always search tools first for current schemas.

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productivity

Googlemaps Automation

Automate Google Maps tasks via Rube MCP (Composio): geocoding, directions, place search, and distance calculations. Always search tools first for current schemas.

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productivity

Googlemeet Automation

Automate Google Meet tasks via Rube MCP (Composio): create Meet spaces, schedule video conferences via Calendar events, manage meeting access. Always search tools first for current schemas.

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productivity

Googlephotos Automation

Automate Google Photos tasks via Rube MCP (Composio): upload media, manage albums, search photos, batch add items, create and update albums. Always search tools first for current schemas.

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productivity

Googlesearchconsole Automation

Automate Google Search Console tasks via Rube MCP (Composio): search performance, URL inspection, sitemaps, and indexing status. Always search tools first for current schemas.

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productivity

Googleslides Automation

Automate Google Slides tasks via Rube MCP (Composio): create presentations, add slides from Markdown, batch update, copy from templates, get thumbnails. Always search tools first for current schemas.

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productivity

Googletasks Automation

Automate Google Tasks via Rube MCP (Composio): create, list, update, delete, move, and bulk-insert tasks and task lists. Always search tools first for current schemas.

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productivity

Gorgias Automation

Automate e-commerce customer support workflows in Gorgias -- manage tickets, customers, tags, and teams through natural language commands.

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productivity

Grist Automation

Automate Grist tasks via Rube MCP (Composio). Always search tools first for current schemas.

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productivity

GroqCloud Automation

Automate AI inference, chat completions, audio translation, and TTS voice management through GroqCloud's high-performance API via Composio

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productivity

Grounded Vault

Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detection against the code they describe. Teaches the raw/wiki/archive layout, per-claim provenance links, and git fingerprints for zero-token staleness checks.

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creativity

Grpo Rlvr Training

Train reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task success is algorithmically checkable (math, code, tool calls, structured output), when designing GRPO reward functions, or when a GRPO run diverges or reward-hacks.

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productivity

Gumroad Automation

Automate Gumroad product management, sales tracking, license verification, and webhook subscriptions using natural language through the Composio MCP integration.

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writing

Hads

Use when writing technical documentation that needs to be readable by both humans and AI models, converting existing docs to HADS format, validating a HADS document, or optimizing documentation for token-efficient AI consumption.

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coding

Harden

Run the toolkit's security commands in order to surface secrets, MCP supply-chain issues, install drift, release provenance gaps, and untrusted-code risks before shipping. Use before opening a PR, after adding a dependency, or whenever the security posture needs a fresh check.

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productivity

Harvest Automation

Automate time tracking, project management, and invoicing workflows in Harvest -- log hours, manage projects, clients, and tasks through natural language commands.

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coding

Hybrid Search Implementation

Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.

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coding

Immunity Agent

Runtime security for AI coding agents. Use when about to install a package, paste a secret, run a destructive command, set up a new workspace, or recover from a Prismor block.

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writing

Internal Comms

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

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coding

Langchain Architecture

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

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coding

Linting And Formatting

Code style and quality rules for NeMo AutoModel — ruff configuration, naming conventions, type hints, docstrings, copyright headers, and the code review checklist.

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coding

Llm Evaluation

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

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coding

Lora Qlora Recipes

Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a LoRA/QLoRA training configuration, choosing rank/alpha/target modules, or deciding between LoRA, QLoRA, and full fine-tuning.

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coding

Measure Telemetry Span

Use when measuring a Sentry performance span locally with an agent-device replay flow on iOS simulator or Android emulator.

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productivity

Memclaw

The agent's persistent long-term memory — the only knowledge that survives across sessions, shared across the fleet under access control. Consult it at the start of a task to recall prior decisions, findings, and rules before acting, and write outcomes, decisions, and lessons as work completes. Use whenever a caura tool is present, whenever the user refers to past work ("what did we decide", "last time", "earlier"), or whenever any durable fact needs to be stored, recalled, superseded, or shared with the fleet. Do not use it for throwaway within-session scratch state.

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coding

Memory Cleanup

Audits all memory systems in a Perseus environment, identifies stale or superseded stores (Mem0, Mempalace, old vector DBs, garbled federation artifacts), and deletes them. Keeps Perseus Mneme (the live system) as the single source of truth. Run periodically or when upgrading Perseus versions.

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coding

Momentic Explore Prompt

Generate an explore-prompt.md file that gives Momentic's explore agent (momentic ai explore diff / momentic ai explore latest) repo-specific context — which applications to test, the URLs tests must target, how to authenticate, where to save generated tests, and repo quirks. Use when setting up or improving the prompt file passed via --prompt-file.

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coding

Momentic Result Classification

Momentic is an end-to-end testing framework where each test is composed of browser interaction steps. Each step combines Momentic-specific behavior (AI checks, natural-language locators, ai actions, etc.) with Playwright capabilities wrapped in our YAML step schema. When these tests are run, they produce results data that can be used to analyze the outcome of the test. The results data contains metadata about the run as well as any assets generated by the run (e.g. screenshots, logs, network requests, video recordings, etc.). Your job is to use these test results to classify failures that occurred in Momentic test runs.

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coding

Morning Triage

Discovery for an autonomous loop — find this turn's work instead of being handed it. Reads what changed since the last run (failed CI, new issues, merged commits), judges what's actually worth acting on, writes findings to a durable state file, and hands each off to the SDLC loop with a stop-condition. Use as the first move of a scheduled loop, or by hand to plan a session. Read-only on code; never edits, opens PRs, or merges.

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coding

Perseus

Use when you need live project state (git branch, service health checks, recent sessions, task board, env vars, agent inbox) injected into context BEFORE the AI reads it. Perseus is a compile-before-context engine — it runs directives like @query, @services, @waypoint, @agora and hands the assistant a fully-resolved markdown briefing. Use for: deterministic session starts, multi-agent coordination, workspace audits, and anywhere you want "all the facts first."

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creativity

Pir Action Tracker

Parses Post-Incident Review (PIR) pages in a Confluence space, fetches live status from referenced Jira tickets, updates action item tables with current status and due dates, marks completed PIRs with a visual closure panel, and surfaces any overdue actions for follow-up. Designed for Customer Success, Support, and Account Management teams managing post-incident commitments.

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coding

Preference Optimization

Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimization methods, or when a DPO run needs hyperparameters or debugging.

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coding

Prompt Engineering Patterns

This skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issues", "use chain-of-thought", "structured prompting", "few-shot prompting", or wants to apply advanced prompt engineering patterns for production LLM applications.

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other

Prompt Scanner

使用 agent-sec-cli 扫描 prompt 文本中的注入攻击和越狱尝试，返回结构化 JSON 扫描结果。当用户提到 prompt 安全、prompt 注入检测、越狱检测、提示词攻击检测，或者需要判断一段文本是否包含恶意 prompt 注入时，都应使用此技能。即使用户没有明确说"扫描"，只要涉及评估 prompt 文本的安全性，也应触发此技能。

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coding

Protect Mcp Setup

Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.

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writing

Prysai Communication Failure Triage

Diagnose an already failed LLM interaction from the original request, visible context, actual reply or artifact, and expected outcome; propose the smallest communication repair and a controlled rerun. Use when a reply ignored constraints, answered the previous task, caused repeated rework, or remained impossible to accept. Do not use for an untried vague request, ordinary copy editing, platform troubleshooting without interaction evidence, or general prompt-template generation.

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analysis

Prysai Dialogue Brief

Turn an untried, low-risk request for LLM help into one short, copy-ready first-turn dialogue brief with a stated outcome, audience, supplied inputs, constraints, output shape, acceptance check, and stop boundary. Use when the user has a roughly defined communication goal but needs a clear first message; do not use for coaching, research, a task with files or external effects, or repairing an already failed reply.

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coding

Quantized Export

Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.

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coding

Rag Implementation

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

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productivity

Resume Session

Read-only cold-start pickup for a Rappterbook session. Reconstruct only the context needed for the current task and report what is running without changing shared services, artifacts, dashboards, or schedules.

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coding

Review Agent Setup

Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with Cedar-enforced gates.

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coding

Scan

Scans the codebase to generate project-doc.md and AGENTS.md. Use when bootstrapping a new agent-driven repo, refreshing project documentation after architectural changes, or running a delta scan to detect drift. Runs a full scan on first use and a smart delta scan on subsequent runs. Uses understand-anything + context-mode when available, falls back to native tools otherwise. Only updates AGENTS.md on detected architectural changes with human confirmation.

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coding

Scriba Reunioes

Consulta a base LOCAL de reuniões do ScribaDev (índice SQLite+FTS5 com resumos, transcrições, participantes, clientes e pendências). Use sempre que o usuário perguntar sobre reuniões ou calls gravadas, mesmo sem citar o Scriba: "qual foi a última reunião do cliente X", "o que foi discutido/decidido sobre Y", "quem participou da call de sexta", "quais pendências ficaram da reunião", "em que reunião falamos de Z", "me resume a reunião de ontem".

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coding

Security Monitoring

How to monitor and fix security issues in Massing — CodeQL alerts, dependency audits, secret scanning, and ReDoS/XXE fixes. Invoke after a push (standing directive) or when doing a hardening pass. Emphasises that a green CodeQL run != zero alerts.

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productivity

Security Observability

只读查询 agent-sec-cli 已落盘的历史安全事件记录，并据此生成会话级安全复盘。仅当用户显式要求查看或审计已发生的安全事件、安全告警、安全审计记录，或要求按 session/run/trace/时间/类别筛选与统计已有安全事件，或要求复盘某次会话的安全判定时使用。不用于扫描新内容：检查代码安全性用 code-scanner，检测 prompt 注入用 prompt-scanner，审查 Skill 安全状态用 skill-ledger。不要因为对话中出现“安全”“工具调用”等字样、或为了主动自查而触发。

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coding

Ship Release

The Massing release discipline — how to ship a verified, CI-green version-numbered release direct to main. Invoke whenever finishing a shippable change (feature, fix, doc). Covers version bump (both files), CHANGELOG/roadmap notes, the ruff/lint CI gotchas, tag, push, and CI/CodeQL verification.

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coding

Signed Audit Trails Recipe

Step-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls. Use when explaining, evaluating, or demonstrating the pattern before committing to the protect-mcp runtime hooks. Covers Cedar policy, Ed25519 receipts, offline verification, tamper detection, CI/CD integration, and SLSA composition.

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analysis

Similarity Search Patterns

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

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coding

Simplicio Autoresearch

Evolutionary optimize-by-metric loop — mutate a target, evaluate against fixed criteria, KEEP if the score improves (commit) or REVERT if it doesn't (git checkout), repeat, plateau-break after N stagnated runs. Adapts Karpathy's autoresearch pattern (and the ECC autoresearch-agent) with mandatory yool guardrails (§11 caps), git-isolated branch discipline, an anti-Goodhart eval order (correctness gate FIRST, score SECOND, labeled tokenizer), a local-first mutation ladder, and a simplicio.savings-event/v1 receipt per run. Use when the user says "optimize this by <metric>", "autoresearch loop", "evolutionary optimize", "mutate/eval/keep-revert", or asks to shrink tokens/latency/bundle size/improve pass-rate against a fixed, measurable eval. Worker: scripts/autoresearch.py.

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education

Simplicio Learn

Persist what a run taught you so the next run is cheaper and more correct — mine high-signal lessons from the trajectory, dedup them, and write them back to AGENTS.md / memory so they're applied not re-derived. Use after a run or at session end, when the user says \"remember this\", \"do a retrospective\", \"learn from this run\", or when simplicio-tasks closes its self-audit. Keeps memory lean: durable, reusable bullets only — no transcripts, no one-offs.

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coding

Simplicio Loop

Unified public entrypoint for Simplicio's body-of-work orchestration: core + loop in one command. Use when the user types /simplicio-loop, says \"ralph loop\", \"keep iterating until done\", \"finish all open issues\", or asks to drain a queue of work autonomously. Runtime-agnostic: binds a real stop-hook where the host supports hooks (Claude, Cursor); otherwise self-paces via the host scheduler. The older /simplicio-tasks surface is a legacy alias; never escape the loop with a false promise.

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coding

Skill Creator

Scaffold a new AI agent skill from a plain-language job description: folder, SKILL.md frontmatter, trigger description, and a first draft of the instructions.

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writing

Social Publishing

Schedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API. Use when the user wants to publish, schedule, or manage social media content programmatically. Requires SOCIALCLAWAPIKEY.

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coding

Team Communication Protocols

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.

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coding

Team Composition Patterns

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagenttype for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a CI or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit.

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coding

Trace To Training Data

Convert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs.

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coding

Treeship Graph Loop

Run bounded, spec-first implementation cycles for Treeship's workflow and graph proof layer. Use when continuing workflow declarations, checkpoint composition, run binding, evidence-derived paths, bounded loops, or conformance verification.

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coding

Treeship Handshake

Use when another agent hands Claude work — a handoff, an A2A task, an envelope, a message saying "take this from agent://…" — or when someone asks Claude to prove who it is. Refuses foreign work until the sender proves live key control, and records the verify in the handoff.

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analysis

Vector Index Tuning

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

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coding

Verify Frontend

How to verify Massing web/viewer UI changes given that the dev-preview geometry loader stalls. Invoke when you changed apps/web and need to prove it works. Covers typecheck/lint/vitest/build, the tools-panel force-build technique, and honest flagging of flows you couldn't exercise.

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creativity

Vision Sft

Fine-tune vision-language models (VLMs) with supervised learning on image+text data. Use when adapting a VLM to a visual domain or task, configuring frozen-vision-tower LoRA, or debugging a VLM fine-tune that trains without learning.

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creativity

Web Artifacts Builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

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coding

Writing Skills

Edit, tighten, and verify SKILL.md files so they trigger reliably and stay short enough for progressive disclosure.

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