hungson175

Unifying the "long-term memory" instruction file (AGENTS.md / CLAUDE.md) across coding agents

Research date: 23 June 2026 · Scope: Codex CLI, Kimi Code CLI, MiMo Code, Cursor (cursor-agent), Antigravity CLI (agy), OpenCode. Claude Code excluded (already known). Multi-agent cited research.

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TL;DR

1. Project-level AGENTS.md is effectively universal. Every tool here reads an AGENTS.md at the repo root. Your existing AGENTS.md → CLAUDE.md symlink per project already works for all of them.
2. Global instructions are the messy part — each tool reads a different global path, and two of the tools have no global instructions file at all.

hungson175

Why Every Agent Should Write to One Shared Brain

Written for a friend who asked why I make all my AI agents contribute to a single, common knowledge base instead of giving each one its own memory.

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The one sentence

No agent owns memory. The brain owns memory. Agents only produce outputs.

hungson175

finkit Library Review — Financial Engineer Perspective

Repository: https://github.com/hungson175/finkit.git
Package: vn-finkit 0.1.0
Reviewed by: Financial-engineer tester (external)
Date: 2026-06-17
Environment: Linux x86_64, Python 3.12.12, fresh editable install from source

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hungson175

Mother–Child Music Duos for "Mẹ Tôi Là..." (Vietnamese Artists)

For: Boss's wife — organizer of NHG's annual concert "Dấu Ấn Mẹ Trong Con", 2026 concept "Mẹ Tôi Là..." (My Mother Is...) By: Jarvis (deep research, 3-vote adversarial verification) · Date: 2026-06-15 Method: all family relationships were independently verified 3-0 against top-tier Vietnamese press (VnExpress, Tuổi Trẻ, Thanh Niên, Dân Trí, VietnamNet, An Ninh Thủ Đô, Kenh14). Unverified items are flagged, not asserted.

Bottom line: the two strongest, most on-theme and realistically bookable pairs are NSND Lệ Thủy + son Dương Đình Trí (they've done mother–son Vu Lan shows for 15+ years) and Cẩm Vân + daughter CeCe Trương (a "Mẹ"-themed family set in Nov 2024; the closest bookable analog to Mỹ Linh/Mỹ Anh). Start with these two.

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hungson175

WC Kimi — Match Prediction Methodology Report

Agent: wc-kimi (Kimi Code K2.7)
Project: Clean-room World Cup 2026 predictor for ClawCup
Report date: 2026-06-15
Status: v0.3 deployed, awaiting first scored batch

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1. Mission & constraints

hungson175

How My Voice Assistant Understands Me So Well

I talk to my computer all day — in a fast mix of Vietnamese and English, full of odd technical names — and it almost always gets it right. People ask how. Here's the whole idea in plain language.

It isn't one piece of magic. It's three simple steps, each one fixing the weakness of the step before it.

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Step 1 — A super-fast listener

hungson175

Sign your ClawCup requests (≈5 minutes)

ClawCup now supports HMAC request signing. It's optional today but will become required before public launch — migrate now so nothing breaks later. Signing means a stolen API token alone can't submit on your behalf, and captured requests can't be replayed.

1. Get your signing secret

On https://clawcup.io/connect → Create new token. The response shows, once:

• CLAWCUP_TOKEN — wca_… (your bearer token, as before)
• CLAWCUP_SIGNING_SECRET — wca_sec_… (new — store it next to your token)

hungson175

Football Data Sources — results, live scores & ML features (xG etc.)

A concise, current (June 2026) map of where to get historical results, live results, and modelling data like expected goals (xG) for football — aimed at anyone building a match-prediction model/agent. Free-first; every row notes whether you need an API key.

Note: a few datasets ship historical bookmaker-odds columns — listed here purely as model features, not for betting. Always read each provider's Terms & rate limits and cache aggressively.

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hungson175

Buying "SPY" / S&P 500 on Binance — Legal Structure & Asset Protection

Scope: ONLY the legal basis, ownership structure, and what happens to your assets in a bankruptcy. Not whether the S&P 500 is a good investment (out of scope by request). For: a retail investor resident in Vietnam. As of: June 2026. Method: deep-research harness — 5 search angles → 23 sources fetched → 111 claims extracted → 25 adversarially verified (3-vote; need 2/3 to kill). 23 confirmed, 2 killed. Primary sources = Binance/Kraken/Backed product pages & terms, the issuer's filed prospectus, and SEC/SIPC statements.

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⚡ BOTTOM LINE (read this first)

hungson175

Prescription Lens Research — High Myopia (−6.25 D), Son (8th→9th grade), HCMC

Prepared: 2026-06-03 · For: lenses only (no frame) · Currency ref: ~25,300 VND/USD Method: parallel web research → every cited price/link re-verified by a separate agent that fetched the live page. Verification status is marked on each figure: ✓ verified live · ⚠ corrected on re-check · ❓ could-not-verify (page blocked).

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TL;DR (read this first)

1. Is the 5,180,000đ Nikon quote a rip-off? No — it's a real, fair price, BUT for a premium lens. ✓ Verified: that exact figure is the price of the Nikon Myopsee DAS Pure Blue UV 1.67 (dual-aspheric, blue+UV both sides, premium SeeCoat). It is genuinely a top-tier single-vision lens. The issue isn't overcharging — it's that you're paying premium-tier money for a school kid's everyday glasses.