vstorm-co/agenticos

agenticos-guide

Answer questions about AgenticOS itself - what a feature is called, how it works, how to connect it to Claude Code or another tool, the API - from the product's own documentation, not from a web search.

원문 언어: 영어

channel-bot

Work with messaging-channel bots — Telegram, Slack, Mattermost, Microsoft Teams or Discord. Register a bot, route inbound messages through an agent, choose webhook vs polling, handle an @slug mention, or add a new channel adapter. Use when wiring chat into a…

원문 언어: 영어

artifact-pages

How to build a page to publish with publish_artifact - the mandatory skeleton, the served library set, the house style and every kit class, icons instead of emoji, three templates (one for live data), buttons that start a workflow, and how to change a page…

원문 언어: 영어

deck-review

Check a finished deck before it is shared - whether the titles tell the story, whether every number has a source, whether it is readable from the back of a room, and whether the ask is clear.

원문 언어: 영어

deck-storyline

Decide what a presentation says before building slides - the audience and the decision, the one-sentence answer, a storyline of claims, and what goes in the notes.

원문 언어: 영어

presentation-decks

How to build a slide deck as a published page with publish_artifact - the 16:9 slide frame, keyboard and touch navigation, speaker notes, charts and print to PDF, from a template that already works.

원문 언어: 영어

visual-design

How to answer with the draw tool - when to answer in text, a table or a chart instead, and how to draw the four interactive answers (explain, compare, make a tool, follow a trip on a map); which kind to pick, size and layout, light and dark, streaming order,…

원문 언어: 영어

virtual-tables

Design and use AgenticOS typed tables for an automation's records, state, notes and reporting.

원문 언어: 영어

workflow-builder

Build and verify AgenticOS automations and API integrations, including tools unavailable in the MCP gallery.

원문 언어: 영어

agent-capability

Add or change what an agent can do — a new tool the model can call, a new capability (knowledge, web search, charts, a guardrail, a compaction strategy), a tool rename, or a per-tool approval gate. Use whenever the ask is "give the agent a new…

원문 언어: 영어

backend-tests

Write or extend the backend Python test suite — a unit test for a service, an integration test against a real Postgres, an API test through the FastAPI app, or the test a bug fix needs. Also for "coverage is failing", "make test is red", and deciding which of…

원문 언어: 영어

mcp-connections

Work with MCP servers — connect one, add an entry to the server catalog, debug "the agent cannot see my MCP tools" or a failing OAuth flow, or change how connections are probed, prefixed or filtered. Use when the ask involves an external SaaS tool (GitHub,…

원문 언어: 영어

vault-secrets

Store, read or rotate a credential — a provider API key, a channel bot token, an MCP token, a third-party service key — or add a new secret kind. Use whenever a change touches a credential at rest, whenever something needs to be encrypted, and whenever…

원문 언어: 영어

agent-design

Turn "I need an agent for X" into a design - its one job, what it may do, what it knows, who approves.

원문 언어: 영어

background-task

Add or change work that runs outside the request/response cycle — document ingestion, syncs, trigger fires, reports, cleanups, scheduled jobs — or debug a job that died, looped or never ran. Use when something is slow or must survive a restart, when adding a…

원문 언어: 영어

rag-knowledge

Work with the knowledge base — ingest documents, run semantic search, manage collections, add a sync connector (Google Drive, S3), change a parser or an ingestion setting. Use when populating or debugging retrieval, when a document upload fails or dies…

원문 언어: 영어

agent-budgets

Set an agent's monthly budget and limits so a mistake costs little and a busy month does not stop it.

원문 언어: 영어

agent-instructions

Write an agent's instructions so it does one job well - role, scope, refusals, sources and tone.

원문 언어: 영어

agent-testing

Try an agent before publishing it - the questions to ask, the failures to look for, what to change.

원문 언어: 영어

model-choice

Pick a model for an agent by quality, speed, cost and where data may go - and say why.

원문 언어: 영어

pydantic-ai-import

Bring an agent written with Pydantic AI into AgenticOS - read its code, map it to a draft, say what did not translate.

원문 언어: 영어

rag-setup

Choose how documents become a knowledge base - parser, chunking, retrieval and reranking - for the documents at hand.

원문 언어: 영어

agent-spec

Change the agent spec — add or remove a field, rename one, tighten a rule, bump SPEC_VERSION, change publish-time validation, or touch YAML export/import. Use whenever editing app/agents/spec.py or anything that reads a stored spec. Every published agent and…

원문 언어: 영어

dev-agent

AI development agent. Opens a development branch and a stacked design branch up front, drives design and a general implementation plan to a reviewed, merged PR before any code exists, then — once merged — writes tests and the implementation on the development…

원문 언어: 영어

project-docs

Write or fix the documentation site — add a page, update one after a behaviour change, fix a dead link or a failing docs build, add a diagram or an icon, or wire a new page into the nav. Use whenever docs/ or mkdocs.yml is touched, and whenever a code change…

원문 언어: 영어

resolve-changelog-conflict

Resolve a merge conflict in CHANGELOG.md by detecting the file's own convention (Keep a Changelog per-version sections, monthly sections, a single [Unreleased] bucket, or another format) and folding the other side's entries into it. Use whenever git reports a…

원문 언어: 영어

review-map

On-demand visual walkthrough of a pull request for a reviewer — projects the diff onto the system architecture map (changed components highlighted, before/after flows, suggested reading order) and publishes it as a private HTML artifact. Use when a diff is…

원문 언어: 영어

vstorm-code-review

High-signal, convergent code review for any repository. Runs a staged pipeline of subagents (Scope → Correctness → Security → Quality → Verification → Judge), one dedicated subagent per angle, all grading against one shared finding taxonomy, so every…

원문 언어: 영어

alembic-migration

Change the PostgreSQL schema with Alembic — add or alter a table, column, index or constraint, backfill data, or tighten a rule on a column that already holds rows. Use whenever a SQLAlchemy model changes, and whenever a validation rule narrows on a field…

원문 언어: 영어

abandoned-cart-follow-up

Write a follow-up that answers the objection rather than repeating the offer.

원문 언어: 영어

inventory-alerting

Turn stock levels into a small number of decisions with a lead time attached.

원문 언어: 영어

order-status-answers

Answer where-is-my-order from the order and carrier record, and say what happens next.

원문 언어: 영어

print-file-validation

Check an artwork file against the press requirements and say exactly what to fix.

원문 언어: 영어

product-description-writer

Write listing copy from the spec sheet, without inventing an attribute.

원문 언어: 영어

returns-and-exchanges

Decide a return without asking, know what needs a person, and refuse with a next step.

원문 언어: 영어

review-response

Reply to a public review so the next reader is reassured, not the reviewer argued with.

원문 언어: 영어

shipping-and-customs

Answer duties, delivery windows and restrictions for a destination, accurately.

원문 언어: 영어

supplier-chase

Detect a late purchase order, chase it with the right ask, and escalate on a schedule.

원문 언어: 영어

vip-and-repeat-customers

Recognise a high-value or at-risk customer and change the handling, not the tone.

원문 언어: 영어

aml-alert-narrative

Write the factual narrative behind a monitoring alert for an analyst to decide on.

원문 언어: 영어