Search for people and properties using Whitepages APIs via x402. USE FOR: - Finding people by name and location - Address lookups and verification - Property owner information - Background research (with legitimate purpose) TRIGGERS: - "find person", "lookup person", "who lives at" - "property owner", "property search", "address lookup" - "person at address", "contact info for" IMPORTANT: These endpoints contain personal information. Use responsibly and only for legitimate purposes. See rules/privacy.md for guidance. Use agentcash.fetch for Whitepages endpoints. Both endpoints are $0.44 per call.

Profile-guided optimisation skill for C/C++ with GCC and Clang. Use when squeezing maximum runtime performance after standard optimisation plateaus, implementing two-stage PGO builds, collecting profile data, or applying BOLT for post-link optimisation. Activates on queries about PGO, profile-guided optimization, fprofile-generate, fprofile-use, instrumented builds, or BOLT.

Post, engage, and grow on PinchSocial — the verified social network for AI agents. Register, post pinches, follow agents, join political parties, link wallets, and build reputation with real identity.

Use this skill when handling pointer, mouse, touch, or wheel input in PixiJS v8. Covers eventMode (none, passive, auto, static, dynamic), FederatedEvent types, propagation and capture phase, hitArea, interactiveChildren, cursor and cursorStyles, global move events for drag, eventFeatures config. Triggers on: eventMode, FederatedPointerEvent, pointerdown, click, tap, globalpointermove, drag, hitArea, cursor, stopPropagation.

Use when exploring has locked CONTEXT.md and the work needs planning before validation.

Create a new Obsidian plugin project from the official template repository

MANDATORY when working with geographic data, spatial queries, geometry operations, or location-based features - enforces PostGIS 3.6.1 best practices including ST_CoverageClean, SFCGAL 3D functions, and bigint topology

Choose a prioritization framework based on stage, team context, and stakeholder needs. Use when deciding between RICE, ICE, value/effort, or another scoring approach.

Write a user-centered problem statement with who is blocked, what they are trying to do, why it matters, and how it feels. Use when framing discovery, prioritization, or a PRD.

Python error handling patterns including input validation, exception hierarchies, and partial failure handling. Use when implementing validation logic, designing exception strategies, handling batch processing failures, or building robust APIs.

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Builds and refactors production-ready Python CLI tools and packages with modern pyproject layouts, uv workflows, and robust testing.

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.

Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

Python environment setup on your computer for Badger 2350 development. Use when installing Python, setting up virtual environments, installing development tools like mpremote or ampy, or configuring the computer-side development environment for Badger 2350 projects.

Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.

Creates comprehensive README files with templates for different project types. Use when creating README, project documentation, or getting started guides.

Create and manage release PRs against master branch. Use this when preparing releases, bumping versions, resolving merge conflicts, and publishing GitHub releases. Handles the full release workflow including merging release into master, version bumping in pyproject.toml, running uv lock, and creating GitHub releases.

⏰ simple Telegram reminders for OpenClaw.

Provide repository-wide documentation guidelines under `docs/`. Use tool-based inspection first. Keep README.md updated with a brief project overview and links to detailed docs created under `docs/`.

# Research Paper Extractor

Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.

Researches archives, contemporary accounts, and timeline reconstruction. Use when the album subject involves historical events that need primary source verification.

Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.

Autonomous ROI modeling with 6 variants (basic, annualized, risk-adjusted, expected, multi-period, intangibles). Industry-specific models (IT TCO, Marketing ROAS/CAC/CLV, Training Phillips, Product R&D). Scenario modeling and sensitivity analysis with Mermaid diagrams and optional PNG export.

Help users run effective one-on-one meetings. Use when someone is a new manager setting up 1:1s, struggling to make 1:1s productive, wants to improve career conversations with reports, or needs to handle difficult 1:1 situations.

ALWAYS use when working with RxJS Observables, operators, and reactive patterns in Angular applications.

Use when creating or configuring a next-safe-action client, defining actions with input/output validation, handling server errors, or setting up createSafeActionClient with Standard Schema (Zod, Yup, Valibot)

Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SLOs for service communication.

Setup Wizard — Configure environment for all skills

Manipulation and analysis of planar geometric objects. Based on the widely deployed GEOS library. Provides data structures for points, curves, and surfaces, and standardized algorithms for geometric operations. Use for 2D geometry operations, spatial relationships, set-theoretic operations (intersection, union, difference), point-in-polygon queries, geometric calculations (area, distance, centroid), buffering, simplifying geometries, linear referencing, and cleaning invalid geometries. Essential for GIS operations, spatial analysis, and geometric computations.

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How to query the document_embeddings table for raw signal data using HogQL. Use when you need to perform semantic search over signals, fetch every signal that contributed to a specific report, or list signal types. For browsing the curated report layer (the Inbox) — listing reports, filtering by status/source, drilling into a single report by ID — use the `inbox-exploration` skill first; drop into this skill afterwards if the user wants the underlying observations.

Interact with the SlipBox semantic knowledge engine and read notes from PrivateBox. Use when capturing ideas, searching notes, browsing your knowledge graph, or running semantic analysis passes (link, cluster, tension).

Take a list of projects and their related documentation, and organize them into the SRED format for submission.

Start an Android emulator. Use when you need to launch an AVD for testing.

Stop a running Android emulator. Use when you need to shut down an AVD.

# Suno Music Skill - AI Music Generation via Browser Automation

Check the current system status including CPU usage, memory usage, and disk space.

Command-invoked tutoring pass for understanding something deeply: a concept being learned, or work just done in the session. Locates where the learner is, teaches one step per turn, quizzes to verify, and continues until they can explain the material back and apply it. Can produce durable artifacts (a walkthrough of the work, a record of what was learned, a glossary) saved through whatever the environment supports. Best run after substantive work, or when the aim is to learn something.

Recommend technology stacks based on project requirements, team expertise, and constraints. Use when selecting frameworks, languages, databases, and infrastructure for new projects.

Create TikZ diagrams in Obsidian using TikZJax plugin. Use when visualizing geometric shapes, coordinate systems, game scenes, circuit diagrams, chemical structures, or complex technical drawings that require precise positioning.

Use this skill when working with tilemaps in Phaser 4. Covers loading Tiled JSON maps, creating tilemap layers, tile collision, dynamic tiles, tile properties, and tilemap camera culling. Triggers on: Tilemap, Tiled, tilemap layer, tile collision, tile properties.

Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

Find commercial sources for chemical compounds — PubChem/ChEMBL identity resolution then vendor catalog search across ZINC, Enamine, eMolecules, Mcule. Compares pricing, availability, and identifies purchasable analogs when an exact compound is not in stock. Use for chemical procurement, virtual library curation, and 'where can I buy X' questions for synthesis planning.

Search and analyze electron microscopy data — cryo-EM density maps (EMDB), fitted atomic models (PDB), raw micrograph datasets (EMPIAR), and cryo-electron tomography volumes (CryoET Data Portal). Use for finding 3D structural data on a protein/complex, comparing experimental EM resolution to AlphaFold confidence, and accessing raw EM data for re-processing.

Histone-modification ChIP-seq, ATAC-seq accessibility, chromatin state, and TF binding analysis from ENCODE, Roadmap Epigenomics, ChIP-Atlas. Use for chromatin-state-by-tissue queries, TF-binding-by-region, regulatory landscape mapping, and ENCODE-cCRE annotations. For DNA methylation use tooluniverse-epigenomics; for RNA-seq use tooluniverse-rnaseq-deseq2.

Retrieve gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation and quality assessment. Use for finding RNA-seq/microarray datasets by organism/tissue/condition, comparing across studies (case-control, time-series, dose-response), and assessing dataset suitability before downloading. Always uses English search terms.

GPCR receptor pharmacology — agonist/antagonist/inverse-agonist/biased-agonist classification, GPCRdb structural data, receptor-ligand binding analysis, antibody-target interface (SAbDab). Use for GPCR drug discovery, biased-agonism analysis, receptor subtype selectivity questions, and orthosteric vs allosteric pocket characterization.

Immunology research workflows: antibody-antigen interactions, T/B cell repertoire, MHC/HLA binding prediction, autoimmune disease genetics, vaccine epitope mapping. Uses IEDB, IMGT, SAbDab, UniProt. Use for adaptive immunity questions, immune response analysis, antibody/TCR/BCR characterization, immunogenicity prediction, and immune-pathway-to-disease mapping.

Non-coding RNA analysis — miRNAs (miRBase, miRDB targets), lncRNAs (LNCipedia, RNAcentral), circRNAs, snoRNAs, and other ncRNA classes. Distinct mechanisms per class — miRNAs repress mRNA; lncRNAs scaffold/decoy/enhance. Use for ncRNA function prediction, miRNA-target prediction, lncRNA functional annotation, and ncRNA-disease association queries.

Provides interactive guided album creation for new users. Use when the user is new to the plugin or asks for a walkthrough of the album creation process.

Generate tweet ideas from trends and project updates

US stock value investing analysis framework. Systematically evaluates listed companies through 4 core dimensions (ROE sustainability, debt safety, free cash flow quality, economic moat assessment), outputting investment ratings and analytical reasoning. This skill should be used when users mention topics such as whether a US stock is worth holding long-term, fundamental analysis of a company, ROE analysis, debt ratio assessment, free cash flow, economic moat, Buffett-style stock picking, value investing screening, how to read a company's financial reports, whether a stock's valuation is reasonable, etc. Even if users simply ask something general like "What do you think of stock XX?" or "Help me analyze XX's fundamentals," this skill should be triggered to provide a structured value investing analysis framework.

Create a user story map that lays out activities, steps, tasks, and release slices. Use when planning a workflow, backlog, or MVP around the user journey.

This skill MUST be invoked when the user says "create worktree", "isolated workspace", "parallel branch work", "git worktree", "feature isolation", or "branch workspace". SHOULD also invoke when starting feature work that needs isolation from current workspace.

Use when starting any conversation to establish skill discovery and invocation practices

If the project uses uv, use this skill. Use this skill to create/manage Python projects and environments with `uv`, add/remove dependencies, sync a project from `uv.lock`, and run commands in the project environment.

Teaches Vite-specific bundle optimization patterns. Use when configuring Vite builds, code splitting, managing dependencies, or troubleshooting slow Vite builds.

Track and manage construction warranties. Monitor expiration dates, claims, and manufacturer documentation.

Search the internet for real-time information, news, or facts using DuckDuckGo.

WebReel CLI reference — config format, step types, human-like recording patterns, and troubleshooting. webreel is pre-installed globally in the sandbox.

Ingest sources into the Obsidian wiki vault. Reads a source, extracts entities and concepts, creates or updates wiki pages, cross-references, and logs the operation. Supports files, URLs, and batch mode. Triggers on: ingest, process this source, add this to the wiki, read and file this, batch ingest, ingest all of these, ingest this url.

Execute a parallel plan using dependency-driven dispatch. Checks file overlap among unblocked tasks, partitions into non-conflicting waves, and dispatches simultaneously. Merges completed work, then dispatches newly unblocked tasks. No manual wave sequencing.

Zod schema validation, type-safe development, and strict TypeScript patterns. When user works with Zod, validates data, creates schemas, handles form validation, mentions z.object/z.string patterns, needs runtime validation, type-safe code, or strict TypeScript configuration.

Create a ZPA Access Policy rule that gates access to a private application on multiple combined checks: identity (SCIM group / SAML), one or more named device posture profiles (associated by UDID; ZPA does not introspect what each profile checks), platform reported by ZCC, country, and risk-score level. Use when an admin asks for 'conditional access', 'multi-check access rule', 'attach posture profile X and risk level low to this rule', or 'allow only if posture passes and risk is low' for a private application. For session-duration / re-auth requirements, see `zpa-create-session-duration-rule` (separate ZPA resource type).

Create ZPA timeout policy rules that control session re-authentication and idle timeout behavior. Configures how long a user session remains active (reauth_timeout) and how long an idle session persists (reauth_idle_timeout) before requiring re-authentication. Supports conditions: APP, APP_GROUP, CLIENT_TYPE, SAML, SCIM, SCIM_GROUP, PLATFORM, and POSTURE. Use when an administrator asks: 'Set session timeout', 'Configure idle timeout', 'Require re-authentication after X hours', or 'Set different timeouts per app or user group.'

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

This skill should be used when the user asks to "research a topic", "deep research", "investigate thoroughly", "multi-source research", "comprehensive analysis", or needs to conduct research across web, documentation, and memory sources.

Use this skill when users ask specifically about the Storybook Assistant plugin - "what can the storybook assistant do", "storybook plugin features", "storybook assistant commands", "help with storybook assistant", "storybook plugin capabilities". ONLY triggers when user explicitly mentions "storybook assistant", "storybook plugin", or asks about Storybook-specific features. Does NOT trigger on generic help questions.

Tool inventory management for MNMUK machine shop. Tracks tooling, inserts, consumables with reorder points and usage. USE WHEN user asks 'tool inventory', 'what inserts', 'reorder', 'tool crib', 'do we have', 'tooling cost', or 'tool usage'.

Draft economics papers with proper structure and academic style

Bottom-up thematic clustering of an unstructured set of items (research notes, interview quotes, brainstorm ideas, feedback, observations) using the KJ method. Discovers emergent themes, assigns items to named clusters with rationale, identifies patterns and insights with evidence references, flags outliers, and prioritizes clusters by signal strength. Mermaid diagrams with optional PNG export.

ALWAYS use when working with Angular Reactive programming, BehaviorSubject, Observable patterns, or reactive state management in Angular.

ALWAYS use when working with Angular Services, @Injectable, dependency injection, or business logic services.

ALWAYS use when working with Angular ViewChild, ContentChild, ViewChildren, or accessing DOM elements and child components in Angular.

Implement type-safe configuration with anyway_config gem. Use when creating configuration classes, replacing ENV access, or managing application settings. Triggers on configuration, environment variables, settings, secrets, or ENV patterns.

Apply the ai-env agentic development environment template to the current repo, with intent-preserving merge for existing files

Stellar Assets (classic) + trustlines + Stellar Asset Contract (SAC) bridge to Soroban. Covers asset issuance, distribution, authorization flags, clawback, regulated assets, trustline management, and the SAC interop layer that exposes classic assets as Soroban tokens. Use when tokenizing real-world assets, issuing stablecoins, managing trustlines, or bridging classic assets to Soroban contracts.

A hardware-aware, hybrid (SMB + SSH) suite for ASUSTOR NAS metadata scraping. Functions as a versatile Coder, Project Manager, and System Architect while maintaining strict read-only safety and i3-10th Gen resource throttling.

Use when the user wants to modernize iOS code to iOS 17/18 patterns, migrate from ObservableObject to @Observable, update @StateObject to @State, or adopt modern SwiftUI APIs.

Use the better-all library for Promise.all with automatic DAG-based dependency optimization and full type inference. Use when parallelizing async operations with complex dependencies.

Better Auth plugin system for TypeScript. Use when adding advanced auth features (2FA, magic link, passkey, username, JWT, organizations) via server and client plugins.

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

Gateway to 400+ bioinformatics skills from bioSkills and ClawBio. Covers genomics, transcriptomics, single-cell, variant calling, pharmacogenomics, metagenomics, structural biology, and more. Fetches domain-specific reference material on demand.

Use when configuring webhook integrations in Bknd. Covers receiving incoming webhooks via HTTP triggers, sending outgoing webhooks with FetchTask, event-triggered webhooks on data changes, signature verification, retry patterns, and async processing.

Develop business continuity plans and impact analysis. Implement BCP testing and communication procedures. Use when building organizational resilience.

Classical cipher analysis playbook. Use when encountering substitution ciphers, Vigenere, transposition, XOR, or encoded text in CTF challenges that requires frequency analysis, Kasiski examination, or known-plaintext cryptanalysis.

Command injection playbook. Use when user input may reach shell commands, process execution, converters, import pipelines, or blind out-of-band command sinks.

Orchestrates a triple-AI engineering loop where Claude plans, Codex validates logic and reviews code, and Cursor implements, with continuous feedback for optimal code quality

Merges the parallel returns from a dispatched coliseum into a single composed whole — alchemy, not concatenation. Resolves tensions between returns explicitly, surfaces any BLOCKED records as named gaps, ensures no return is silently discarded. Use when invoked by the coliseum-orchestrator as Phase 4; when all (or recorded) returns from a Phase-3 dispatch are in and the next step is composition; or when the user asks to "reconcile," "compose the returns," or "merge into a whole." Produces the final artifact — phase-4-composed-whole.md — that closes the grain-to-coliseum loop.

Collaborate on document creation and refinement. Merges contributions, manages versions, and produces unified documents from multiple sources.

Atomic commits, PR size limits, commit thresholds, stacked PRs

Use this skill when users need to analyze competitors, monitor market movements, benchmark features/pricing, identify market gaps, or understand competitive positioning. Activates for "what are competitors doing," market analysis, or differentiation strategy.