tristanmanchester

Write, edit, and review human-facing technical documentation. Use for READMEs, guides, tutorials, how-tos, API or CLI reference, runbooks, troubleshooting, onboarding, architecture and design docs, RFCs, ADRs, migration guides, release notes, technical findings reports, docstrings, and explanatory comments. Also use for requests such as "document this" or "make this guide clearer." Do not automatically activate for chat explanations, email, marketing, social posts, fiction, translation-only tasks, or code-only work. When explicitly asked to use this skill for another nonfiction format, apply its prose and fidelity guidance without imposing documentation templates.

Analyse consequential choices with outside views, incentives, inversion, scenario arithmetic, opportunity costs, and explicit update conditions. Use for decision memos, premortems, strategy choices, or a requested red-team; not routine factual questions or a reason to overanalyse a small decision.

Retrieve and interpret an authorised owner's PetTracer collar inventory, latest known GPS fix, or bounded location history. Use for explicit PetTracer work, not generic pet questions or tracking a person. Distinguish measurement time, contact time, missing data, and stale fixes.

Register and track parcels with the 17TRACK API, inspect saved delivery events, and ingest authenticated 17TRACK webhooks. Use when the user asks to manage their 17TRACK parcels, not for generic shipment guesses or other tracking providers.

Work with Todoist tasks and projects through the official td CLI or Todoist API v1. Use for explicitly requested Todoist capture, triage, bulk edits, completed-work reports, or integration development. Do not activate for generic reminders or tasks in another system.

Build, debug, test, or package Python Textual terminal interfaces: screens, widgets, TCSS, reactive state, workers, keyboard workflows, and optional browser delivery. Use when Textual is selected or an existing Textual app is involved; do not turn a noninteractive CLI or simple Rich output into a TUI unnecessarily.

Set up, repair, and build components with NativeWind v4 and Tailwind CSS v3 in Expo React Native apps. Use for an explicitly v4 project, v4 configuration failures, className interoperability, or v4 theming; not for NativeWind v5 or generic web Tailwind setup.

Opinionated guardrails that reject low-evidence Rust patterns — unwrap/clone/Arc<Mutex> reflexes, silent error swallowing, lint suppression, stub completion. Use when writing or reviewing Rust code, or when asked to install anti-slop lint policy (workspace lints + clippy.toml) into a Rust repository.

Operate Resend through its official CLI for authorised sends, hosted templates, domains, contacts, broadcasts, inbound email, webhooks, or Automations. Use for explicit Resend terminal/CI operations; use resend-api for application SDK code, not this skill for generic email or inbox tasks.

Build or debug Resend API and official SDK integrations for transactional email, templates, inbound processing, verified webhooks, subscriptions, broadcasts, and Automations. Use for explicit Resend application/API work; use resend-cli for terminal operations, not this skill for generic email or inbox requests.

Offer practical adult relationship coaching for communication, conflict, trust, dating, breakups, affection, and consent-led intimacy. Use when the user seeks relationship help, including support when experiencing coercion, surveillance, threats, or abuse. Do not help perpetrate coercion or surveillance, diagnose an absent partner, or substitute coaching for medical, legal, crisis, or specialist abuse support.

Research Reddit discussions in read-only mode: browse selected communities, search posts, read thread context, and produce source-linked findings or a shortlist for manual review. Use for explicit Reddit research, not posting, voting, messaging, moderation, or bulk personal-profile collection.

Build, debug, or profile React Native Skia canvases, paths, rich text, shaders, images, snapshots, video, and animated graphics. Use when Skia is selected or custom drawing is needed. Do not introduce a canvas merely because ordinary native UI should look polished or animate smoothly.

Use the official Parallel CLI for explicitly selected Parallel web search, extraction, research, enrichment, FindAll, or monitoring. Choose a bounded workflow, retain job IDs, and verify source evidence. Do not activate for every web lookup or move generic reminders into a paid Parallel monitor.

Diagnose and fix measured startup, rendering, scrolling, memory, media, or network regressions in Expo React Native apps. Use for a reproducible performance problem or an explicit performance audit, not speculative library swaps or blanket memoisation.

Implement and debug Motion for React in Next.js: local interaction, presence, layout, shared elements, scroll, reduced motion, and router integration. Use for explicit Motion/Framer Motion work or interactions that need it; prefer CSS for simple effects and framework-native view transitions for supported route cases.

Draft, revise, or critique a primary-research manuscript for a specifically chosen Nature or Nature Portfolio journal, or deliberately develop that broad-reader scientific style. Ground claims in the supplied results and calibrate journal requirements separately. Do not impose this journal style on generic documentation, reviews, press releases, or unrelated writing.

Inspect, report on, and deliberately manage Meta Facebook/Instagram advertising through Meta's official Ads CLI. Use for the user's ad accounts, campaigns, ad sets, creatives, delivery, budgets, datasets, and catalogues; not for general social posting or automatic ad optimisation.

Write, debug, review, profile, or shard JAX numerical code. Use when the hard part is JAX tracing, autodiff, control flow, PRNGs, compilation, array placement, or runtime performance. Do not impose JAX on a NumPy-only or unrelated GPU task.

Run and inspect an app on an iOS Simulator: choose a target, install and launch, capture evidence, exercise accessibility-driven UI, and diagnose simulator failures. Use for explicit simulator testing or automation, not general iOS implementation, physical-device validation, or App Store approval.

Audit or improve an end-to-end service with Lou Downe's Good Services principles, journey maps, operational blueprints, and evidence-linked improvement work. Use for service outcomes across digital, human, and offline channels, not pure visual styling or a narrow code defect without a service-design question.

Coach users to plan, create, rehearse, and deliver high-impact presentations, talks, keynotes, pitches, board updates, scientific or technical talks, lectures, webinars, demos, and slide decks. Use when the user is preparing a presentation, wants a stronger story or slide flow, needs speaker notes or rehearsal and Q&A practice, is anxious about presenting, or asks how to make a talk clearer, more persuasive, memorable, engaging, accessible, or executive-ready.

Develop differentiated ideas for products, research, campaigns, names, or process changes. Use when the user asks to brainstorm, explore alternatives, escape generic concepts, or test a promising direction. Compare mechanisms and practical constraints; do not claim originality without an appropriately scoped search. Do not activate for proofreading, factual lookup, or implementing an exact spec.

Operate the official Fabric.so CLI to search a selected workspace, save notes, links and files, manage tasks, or maintain explicitly authorised project memory. Use for Fabric.so terminal workflows. Not Microsoft Fabric, Python Fabric SSH, Fabric.js, or Daniel Miessler's Fabric framework.

Build and debug Fabric.so HTTP or TypeScript SDK integrations for resources, search, uploads, and developer memory bases. Use for explicit Fabric.so API work; use fabric-cli for terminal operations. Not Microsoft Fabric, Python Fabric SSH, Fabric.js, or the unrelated Fabric prompt framework.

Extract scanned documents or images with Mistral OCR and export page Markdown, tables, figures, and structured annotations. Use when Mistral OCR is requested or approved; do not send ordinary PDFs to a paid external OCR service when their embedded text is sufficient.

Integrate or repair RevenueCat and Superwall together in an Expo React Native app. Use for their shared purchase ownership, Android offer selection, billing identity, entitlement sync, restore, or migration flows; not for web billing or unrelated paywall providers.

Search and retrieve public web sources with Exa when the user explicitly chooses Exa or the project already integrates its API. Covers bounded retrieval, source verification, freshness, and structured search output. Do not activate for generic research or replace another selected search provider.

Design, critique, or implement quantitative graphics, scientific figures, dashboards, and evidence tables. Use for display choice, scale/encoding integrity, uncertainty, and accessible chart handoff. Do not use for decorative illustration or general data cleaning without a quantitative display.

Design, implement, or critique website and web-app UX/UI: information structure, user flows, responsive layouts, visual systems, content, and interaction states. Use for a requested interface or visual-design change; do not expand a small component edit into an unrequested product redesign.

Audit an iOS app's source, distribution archive, runtime behaviour, and App Store Connect setup for a planned submission. Use for explicit App Store/TestFlight readiness reviews of native, React Native, or Expo apps. Distinguish verified blockers from checks that still need build, device, account, or policy evidence.

Audit an OpenClaw deployment's gateway exposure, authentication, channel access, tool permissions, and secret handling. Use for OpenClaw security reviews or interpreting openclaw security audit results, not unrelated host hardening.

Transcribe or post-process audio with AssemblyAI when explicitly requested or already selected by the project. Choose models, languages, diarisation, and region; retain resumable job IDs and produce speaker-aware local exports. Do not activate merely because a task involves generic transcription.

Implement and debug React Native or Expo motion with Reanimated 4 and Gesture Handler 3: state transitions, layout, gestures, scroll, worklets, cancellation, and accessible alternatives. Use for native UI motion, not web Motion or a reason to add canvas graphics to ordinary views.

Design or refactor cohesive modules with small, useful public contracts and enforceable dependency boundaries. Use for concrete architecture, coupling, refactoring, or agent-editability problems. Do not restructure a working codebase merely because an AI agent will edit it.

Audit or design agent-facing product capabilities: action/context parity, discoverable contracts, safe mutations, verifiable outcomes, and recovery. Use for explicit agent-readiness reviews of apps, repos, CLIs, APIs, MCP/A2A integrations, or Agent Skills; not every general code or documentation task.