Write, run, review, or debug rtp2httpd E2E tests and their harness in e2e/ and scripts/run-e2e.sh.

Prepare and validate research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Use for aggregate or synthetic research documentation and traceability—not patient care or live clinical operation.

Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying operator-defined spend limits. Covers payment setup, policy, session budgets, and troubleshooting. Triggers on: "my agent hit a 402 while calling an API", "a tool call returned 402 Payment Required", "my agent needs to pay for x402-protected content", "let the agent pay for content, capped at $5 per session", "set a spend limit for the agent", "ProcessPayment failed", or "why did my agent refuse to pay". Not for BUILDING payment capability for end users, including wallets and framework middleware; use agents-build and references/payments.md. For non-paid APIs via Gateway use agents-connect. For inbound auth use agents-harden. For project scaffolding use agents-get-started.

caddy-security local and LDAP identity store Caddyfile configuration. Use when creating, reviewing, or modifying local identity store blocks, LDAP identity store blocks, local user records, store shortcuts, realms, user files, LDAP bind settings, servers, search filters, attributes, groups, recovery settings, support links, fallback roles, and login icons.

caddy-security authentication portal cookie Caddyfile configuration. Use when creating, reviewing, or modifying authentication portal cookie directives, cookie domains, paths, lifetimes, SameSite, insecure cookies, guessed or stripped domains, token cookie names, cookie name prefixes, access token cookie validation, or authcrunch cookie defaults.

Writes and edits developer documentation that is easy to act on and hard to misread. Use when writing or reviewing a README, RFC, tutorial, how-to guide, reference document, or technical explanation, when the operator says "write the docs", "improve this README", "edit this RFC", or invokes /prp-technical-writing.

Work on N.E.K.O plugins end to end. Use when the user asks to create, modify, review, run, debug, inspect, document, validate, package, or reason about N.E.K.O plugins, plugin.toml, plugin SDK usage, plugin UI surfaces, plugin CLI tooling, plugin runtime behavior, or plugin system contracts.

Create a Jira bug ticket in the LPD project through the REST API. Use when the user asks to create or file a Jira bug or LPD ticket.

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Google Maps, Google Search, Google Trends, Reddit, Airbnb, Yelp, and 15+ more platforms. Use for lead generation, brand monitoring, competitor analysis, influencer discovery, trend research, content analytics, audience analysis, review analysis, SEO intelligence, recruitment, or any data extraction task.

Diagnose and configure MemSearch memory behavior. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider routing, prompt files, or migration/compatibility questions.

Write or edit engineering posts with supported claims. Use for drafts, rewrites, and publication reviews; excludes marketing pages, API references, release notes, and internal specs.

Best practices for building UI components with shadcn/ui. Use when creating, customizing, or styling components with shadcn, working with Radix UI primitives, implementing design tokens, or following compound component patterns.

Change Compozy SQLite tables, columns, indexes, constraints, triggers, or seed data under internal/store or internal/memory using append-only Goose migrations and owning generators. Excludes in-memory structures, Markdown memory, and non-SQLite caches.

Agent-recorded product demo videos — choreograph a real browser flow with a cursor overlay and camera zooms, encode from raw frames, and package for PR evidence or social posts. Project specifics come from .demo-video.yaml.

Evaluate a proposed fix that suppresses errors, diagnostics, or symptoms. Use for suspected workarounds and unavoidable external defects; not as a mandatory stage for every bug fix.

Create Mermaid diagrams for software architecture, data models, code, processes, and user flows. Use for diagramming, visualization, flow explanations, and class, sequence, ER, C4, state, Git, chart, or timeline representations.

Reference-only catalog of UI workaround recipes. Do NOT auto-load — invoke ONLY when the user explicitly asks for "1k-ui-recipes" or a specific recipe by name (iOS tab bar scroll offset, startViewTransition, collapsible tab horizontal scroll, Android bottom tab touch intercept, keyboard avoidance, iOS overlay navigation freeze, web keyboardDismissMode, iOS modal Fabric frame animation, Android background thread timers/microtasks).

Host security hardening and risk-tolerance configuration for Bitterbot deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, Bitterbot cron scheduling for periodic checks, or version status checks on a machine running Bitterbot (laptop, workstation, Pi, VPS).

Participate in Moltbook — the social network for AI agents. Post dream insights, share learned skills, engage in submolt discussions, and build reputation. Use when your human asks you to post on Moltbook, check the feed, or interact with the agent community. Also used during heartbeats for periodic social engagement.