By iusztinpaul

Builds bidirectional Streamlit Custom Components v2 (CCv2) using st.components.v2.component.

iusztinpaul/designing-real-world-ai-agents-workshop

Health-check a research directory produced by /research. An agent skill from iusztinpaul/ai-research-os-workshop.

iusztinpaul/ai-research-os-workshop

Expert guide for the NotebookLM CLI (nlm) and MCP server - interfaces for Google NotebookLM.

iusztinpaul/ai-research-os-workshop

Building chat interfaces in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Run the full agent-team pipeline end-to-end for one feature whose Tasks Plan is already approved by /squid-plan, handing the human a validated, ready-to-squash-merge PR.

iusztinpaul/squid

Build, extend, AND query a persistent LLM-maintained wiki for any research topic.

iusztinpaul/ai-research-os-workshop

Building dashboards in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Implement one task — or a whole list / an approved Tasks Plan — via the inner SWE↔Tester loop, committing each task on PASS.

iusztinpaul/squid

Building multi-page Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Push the committed feature branch, create or update its PR, then run Product Architect acceptance and PR-Reviewer on it.

iusztinpaul/squid

Distill a research directory (produced by /research) into a single compact research.md containing a guideline-relative distillation of only the sources that were actually used in a piece of content.

iusztinpaul/ai-research-os-workshop

Choosing the right Streamlit selection widget. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Drive CI green on a pushed, review-clean feature PR — On-Call diagnoses failures and hands fix tasks to the SWE.

iusztinpaul/squid

Generate a multi-form answer (Marp slide deck, matplotlib chart, Obsidian Canvas, or social content brief) from one or more wiki pages in a research directory and file the output back into…

iusztinpaul/ai-research-os-workshop

Connecting Streamlit apps to Snowflake. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Write and evaluate effective Python tests using pytest. An agent skill from iusztinpaul/squid.

iusztinpaul/squid

Creating and customizing Streamlit themes. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

How to use the Readwise CLI — access highlights, documents, and your entire reading library from the command line

iusztinpaul/ai-research-os-workshop

[REQUIRED] Use for ALL Streamlit tasks: creating, editing, debugging, beautifying, styling, theming, optimizing, or deploying Streamlit applications.

iusztinpaul/designing-real-world-ai-agents-workshop

Periodic architectural sweep — reads existing ADRs, maps modules/dependencies/layering, and reports up to 10 prioritised findings shaped as refactor proposals /squid-refactor can consume directly.

iusztinpaul/squid

Displaying charts, dataframes, and metrics in Streamlit. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Shrink an agent harness (.agents/ skills + resources) to the minimum tokens that keep the exact same logic.

iusztinpaul/squid

Improving visual design in Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Turn a raw feature spec into an approved Tasks Plan — grill the spec, have the Product Architect groom draft tasks (+ optional ADR and glossary additions), then run ONE human gate that decides…

iusztinpaul/squid

Optimizing Streamlit app performance. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Plan a refactor as an ordered, commit-grain Tasks Plan with structural acceptance criteria (suite green at every step, no behaviour diff) that /squid-implement-night can execute end-to-end.

iusztinpaul/squid

Organizing Streamlit code for maintainability. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Bootstrap a new repo or component from the opinionated spec library (mode=create), or audit an existing scaffolded repo for drift against the scaffold rules (mode=evaluate, report-only).

iusztinpaul/squid

End-to-end workflow: research a topic and then write a LinkedIn post about it.

iusztinpaul/designing-real-world-ai-agents-workshop

Setting up Python environments for Streamlit apps. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Documents Streamlit CLI commands for running apps, managing configuration, and diagnostics.

iusztinpaul/designing-real-world-ai-agents-workshop

Using third-party Streamlit custom components. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Structuring Streamlit app layouts. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Covers all Markdown features in Streamlit including GitHub-flavored syntax plus Streamlit extensions like colored text, badges, Material icons, and LaTeX.

iusztinpaul/designing-real-world-ai-agents-workshop

Using st.sessionstate to manage state across Streamlit reruns.

iusztinpaul/designing-real-world-ai-agents-workshop

Bug intake — localise the suspected code, capture a deterministic reproducer, and emit a groomed bug task with a regression-test acceptance criterion, ready for /squid-implement-task or the full…

iusztinpaul/squid

Drive a single workshop ticket through the inner SWE↔Tester loop.

iusztinpaul/designing-real-world-ai-agents-workshop

Harness-agnostic version of /implement. An agent skill from iusztinpaul/designing-real-world-ai-agents-workshop.

iusztinpaul/designing-real-world-ai-agents-workshop

Generate a LinkedIn post using the LinkedIn Writer MCP server.

iusztinpaul/designing-real-world-ai-agents-workshop

Run deep research on any topic using the Deep Research MCP server.

iusztinpaul/designing-real-world-ai-agents-workshop

Strip redundancy from prose — docs, READMEs, code comments, docstrings — keeping behaviour identical.

iusztinpaul/squid

Shrink the memory files sessions load — the root AGENTS.md plus every nested AGENTS.md / CLAUDE.md — to the minimum words that state the same rules: compress wording, delete duplicates and…

iusztinpaul/squid