Est. 2024Published by Aswath S
Agent Systems Desk
Issue 0116 · 2026Skills · CLI · MCP · Web3
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Agent Systems · Skills · CLI · MCP · Web3

Aswath S

I build the tools, skills & agents that make AI actually work.
10Skills
04CLI
05Shipped
04Web3
By Aswath S · Agent Systems
I build the
tools that
teach agents
to work.

Nine published skills, four terminal tools, three shipped apps, a Web3 forensics suite, and one course. Everything here is something a model, an agent, or a terminal can actually use.

deep-teachproject-chronicleai-brainexecutive-assistantchaintraceaxiomclipper
9Skills
published
Vol. XXVI · No. 0116
Printed in the terminal
Est. 2024

Skills

instruction sets 04 of 10 published
skill

deep-teach

8 lenses · any topic

Eight thinking frameworks applied in sequence — first principles, Feynman, chunking, inversion, MECE, memory lock — ending in an exam answer written from memory.

npx skills add aswathas/agent-skills@deep-teach -g
skill

project-chronicle

project history

Records a project's whole history as it happens. Problem, options, decisions, MVP scope — and every attempt that failed, kept on purpose.

npx skills add aswathas/agent-skills@project-chronicle -g
7 skills

Second brain

auto-skill-builder · log-decision

The skill layer beneath a knowledge wiki that rewrites itself.
skill · 5 skills · gate

uiux

brand-conditioned · 21 tests

Frontend design agent. Establishes a six-line brief before any code, then routes each surface to the method that fits — marketing, product UI, mobile, canvas, i18n. Ships a gate that reads your own tokens first, so your brand colour is never flagged as the AI default.

/plugin marketplace add aswathas/agent-templates

CLI & Tools

run from a terminal 04 published
cli · typescript

AI Brain

20+ LLM providers

A personal wiki CLI with AI-powered context and personas. Desktop app on top.
cli · astro

postiee

linkedin api

Post to LinkedIn from the terminal, for people who live there anyway.
cli · typescript

olx-india-cli

mcp compatible

Search, score and track second-hand cars with model-scored recommendations.
cli · javascript

second-brain

claude · hermes

A knowledge wiki that evolves with you, built to run inside any CLI agent.

Shipped

things with a window 05 released
windows · tauri

Clipper

v0.1.1 · local only

A clipboard watch-later for Windows. A hotkey captures any URL or screenshot, Claude Code classifies it into structured notes in your Obsidian vault, and a local dashboard indexes everything. No cloud, no account, no telemetry.

github.com/aswathas/smart-clipboard
electron · typescript

AI Brain Desktop

chat ui

The second brain with a face — an Electron desktop app wrapping the AI-powered wiki in a chat interface over the same multi-provider backend.
web app · typescript

OLX India Web

model-scored

The browser side of olx-india-cli — search and track second-hand cars with AI-scored recommendations. Shares a backend with the terminal tool.
windows · go · tauri

Postiee

linkedin cli · v0.1.0

Posts to LinkedIn from the terminal over the official API, so a CLI agent can publish without a browser. Multi-image posts, local history because LinkedIn will not let you read your own posts back, and OAuth handled properly.
windows · tauri · typescript

MDView

markdown + jsonl viewer

A desktop markdown viewer a CLI agent can open a file in. Run mdview notes.md and the window comes up already rendered; run it again and the existing window takes focus. Claude Code .jsonl transcripts render as a readable timeline.

Agents

autonomous systems 01 published
agent

Executive Assistant

scheduling · follow-through

A personal assistant agent that holds the calendar and the loose ends. Built for the work between the meetings, not the meetings themselves.

github.com/aswathas/executive-assistant
in progress

Healthcare AI Agent

clinical reasoning

Clinical decision support across patient records — an earlier branch being rebuilt on the current stack before it returns to this page.

Web3

on-chain, built and shipped 05 published
auth · blockchain

BlockAuth

otp · solidity

Blockchain-based authentication. One-time passwords anchor an identity to an on-chain record, so the credential cannot be replayed once it is used.
hyperledger · typescript

ColdTrust

live

A Hyperledger Fabric smart contract for cold-chain supply records — every custody handoff written to a shared, tamper-evident ledger.

 Live
web3 · python

ChainTrace

multi-chain forensics

Self-hostable forensic tracing: follow stolen funds hop by hop and profile any wallet. Neo4j graph, self-hosted, open source.
forensics · python

EVM Log Extractor

ndjson

Pulls structured evidence out of raw on-chain event logs, so an investigation starts from parsed data rather than raw RPC output.
payments · web3

Border Payment

live on vercel

A cross-border payment rail that settles where correspondent banking stops being economical — moving value between jurisdictions without a chain of intermediaries each taking a cut.

 Live

Security

attack analysis & forensics 03 published
security · solidity

ChainSentinel

evm exploit analysis

ChainSentinel from Project Hail Mary. Investigate on-chain exploits end to end, from the attack transaction to the drained funds.
forensics · typescript

ForensicTool W3

investigation toolkit

A TypeScript toolkit for web3 forensic investigation workflows — parsing, tracing and evidence assembly in one place.
dataset · solidity

Attack Logs

36 exploits

An EVM attack simulation dataset — 36 documented smart-contract exploits with forensic-grade NDJSON logs, usable as ground truth for detection work.

Research

papers & archives 02 published

Axiom

Evidence-grounded clinical intelligence layer for EMRs — calibrated refusal when the record cannot support an answer. Hackathon District 04.

Web3 Forensics Research

A self-guided research archive: the tool landscape, an enterprise architecture blueprint, and editable diagrams.

Projects

standalone builds, each shipped on its own 12 builds
health · next.js

Health Lovely

supabase + tailwind

A full-stack health platform on Next.js and Supabase — components, contexts, migrations and middleware wired together rather than a scaffold.
health · next.js

Healthcare Tracker

longitudinal records

Tracks a patient over time instead of one consultation. Its own migrations, hook layer and docs directory for the data model.
next.js · typescript

Prawn Diagnosis

diagnostic assistant

A Next.js diagnostic tool built as a real application with its own app router, components and styling pipeline.
git · typescript

Shrimp Git

version control tooling

A Git tool built around a Node backend and a documented command set, aimed at making history inspection less painful than the default tooling.
finance · javascript

Investment

frontend + backend

A portfolio and stock-basket application split into a dedicated frontend and backend, so the two halves can evolve independently.
go · full stack

Club Rank

sports analytics

A rankings platform with a Go backend and its own frontend, planned and documented before it was written — the plan documents are part of the repo.
typescript · web

Clean Energy Project

open elective

A clean and green energy web project built for an open elective, covering renewable data and energy transitions.
java · application

Resume Builder

document tooling

A Java application for building and editing résumés, the one build in the collection that is deliberately not web-based.
python · search

Elasticsearch Tool

data tooling

A Python toolkit for building and querying Elasticsearch indexes, with its own indexing and search surface.
javascript · web3

Web3 Log Simulation

event replay

Simulates on-chain event logs so a forensic workflow can be rehearsed without touching a live network.
solidity · web3

Admin Abuse Simulation

attack modelling

A Solidity model of an administrative-abuse scenario, written as a study of what goes wrong when privileged actions are not constrained.
payments · scaffold

Stripe Stablecoin

fiat to token

A bridge from fiat rails to stablecoin settlement — the on-ramp experiment behind the Border Payment rail.

Courses

teaching it back 01 published
course · live

Agent101

from zero to shipping

What an agent actually is, through to shipping one that holds up against a real model. Built for people who have read the docs and still don't get it.

aswathas.github.io/agent101

MCP Servers

coming next 00 published