AI development workflow: prompt engineering knowledge base and optimization, and Claude Agent SDK integration guide
Plugin ai-tooling from marketplace shinatama in acaprino/shinatama. Commands read from the repo's manifest — 20 days ago.
agent-sdk-builderRun the Claude Agent SDK (formerly Claude Code SDK) loop inside your own program, not the `anthropic` client SDK for chat completions. TRIGGER WHEN: code references claude-agent-sdk, user says "agent sdk", "build an agent", "programmatic claude", "claude code sdk", "sidecar", "run claude programmati
prompt-engineeringDesign and improve model instructions using practical prompting foundations and model-aware guidance. TRIGGER WHEN: writing or reviewing prompts, system messages, examples, extraction or judge prompts, tool descriptions, skills or orchestrator briefs. DO NOT TRIGGER WHEN: implementing a Claude Agent
/ai-tooling:prompt-optimizePresent the efficiency-versus-effectiveness frontier as labelled variants and let the user pick. TRIGGER WHEN: the user wants to review or optimize a prompt, system message, or agent instructions for clarity/tokens/reliability.
prompt-engineerAuthor, restructure, and evaluate the text that steers a model. TRIGGER WHEN: writing system prompts, designing agent instructions, or optimizing prompt performance for reliability and token efficiency.
Design editable Word documents and presentations from one intake and one shared design method (direction, ad hoc contrast-safe palette chosen in the browser, downloaded and embedded fonts, argument mode); construct and revise PPTX through SlidePoise and DeckCraft, DOCX through WordCraft, and work with native Excel workbooks. Includes harness imagery and saved-file verification.
8 skills · 3 commands · 4 agents
SEO optimization, content marketing, brand naming, domain hunting, customer review response, GA4/GTM analytics implementation, and answer-engine optimization (Google AI Overviews / SGE, Perplexity, ChatGPT Search, Claude Search, Bing Copilot): technical audits, keyword research, content strategy, brand naming, domain checks, trademark screening, professional review reply generation with sentiment analysis, Google Analytics 4 + Google Tag Manager deployment with EU/GDPR Consent Mode v2 compliance, /digital-marketing:ga4-audit Playwright-powered verification, and /digital-marketing:llm-seo-audit AEO command with crawler-access matrix, E-E-A-T, structured data, passage extractability. Prose humanization lives in the standalone text-humanizer plugin.
4 skills · 6 commands · 4 agents
Generic Claude Code plugin marketplace manager - auditing, validation, AI quality review, upstream sync, plugin scaffolding, and health monitoring. Works against any project with the standard .claude-plugin/marketplace.json + plugins/<name>/ layout; reads project-specific conventions (author, license, category taxonomy, upstream sources) from the target marketplace.json and CLAUDE.md
3 skills · 4 commands · 1 agent
Broker integration for algorithmic trading in Python: Interactive Brokers via the TWS API and ib_async across equities, options, futures, FX, CFDs and crypto (per-class contracts and market rules, order types and TIF/fill-mode capability resolution, brackets in depth, a classified catalog of all 458 published TWS message codes, venue-behaviour verification tooling, reconnection resilience, deployment on Windows, Linux, macOS and Docker), MetaTrader 5 via the official synchronous API (polling-based event systems, order execution with fill modes, historical data, the aiomql async framework, a ZeroMQ bridge, Windows production deployment), and the vendor-neutral vocabulary shared between them: five access archetypes, the single-broker/multi-broker-platform axis, a reference order-lifecycle state machine, session and recovery patterns, and a six-rank evidence ladder with provenance tags for what a claim about a venue is worth
3 skills · 3 commands · 2 agents
Expert Python web scraping - coordinator (grabber-architect) plus three specialists: stealth-browser-expert (Patchright/Camoufox/Nodriver + CAPTCHA), http-fingerprint-expert (JA4+/curl_cffi/primp + proxies/Web Unlocker), ai-scraping-expert (Crawl4AI/Firecrawl/ScrapeGraphAI + Pydantic + GraphQL RE)
1 skill · 1 command · 4 agents
Expert Firefox extension (WebExtension) developer covering Manifest V2/V3, all 51 browser.* APIs, content scripts, background scripts, native messaging, cross-browser compatibility, AMO publishing, web-ext CLI tooling, project scaffolding, and live MDN documentation lookup; includes /browser-extensions:firefox-scaffold, /browser-extensions:firefox-lint, /browser-extensions:firefox-publish commands
1 skill · 3 commands · 1 agent
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