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Achievement: Pull SharkAchievement: Pair ExtraordinaireAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: Pair ExtraordinaireAchievement: YOLO

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koco-co/README.md
Koco โ€” AI-powered QA engineer and builder

I turn testing knowledge into reliable AI workflows.

QA Engineer ยท AI Workflow Builder ยท Developer Toolmaker

Turning testing knowledge into executable, verifiable, and reusable engineering systems.


Projects Blog Email

01 / SELECTED_SYSTEMS

Kata FLAGSHIP

An AI-driven QA workflow toolkit built for real software delivery. It turns PRD-to-case generation, Playwright automation, XMind editing, hotfix verification, and defect analysis into auditable skills.

TypeScript Python Playwright AI Skills

Kata license

Tide AI TESTING

A HAR-driven, source-aware API test generation engine. It converts browser traffic into project-native pytest suites with layered L1โ€“L5 assertions.

Python pytest HAR Codex Plugin

Tide license

XMind2Cases QA TOOLING

An XMind test-case conversion tool for structured test design. It supports both XMind 8 and XMind 2026, with exports to TestLink XML, ZenTao CSV, and JSON.

Python Flask XMind Test Design

PyPI Last commit

World Cup 2026 Predictor DATA LAB

A predictโ€“reviewโ€“optimize research loop for the 2026 World Cup. It uses Dixonโ€“Coles probability matrices to test whether strategy changes improve results instead of presenting one-off predictions.

Data Analysis Dixonโ€“Coles HTML Research

Last commit Repo size

02 / OPERATING_SYSTEM

ROLE        QA Engineer ร— AI Workflow Builder
FOCUS       Agentic Testing ยท Test Automation ยท Knowledge Engineering
METHOD      Evidence first ยท Deterministic checks ยท Human-readable outputs
STATUS      Building systems that make quality work repeatable

THINK

Requirements analysis, risk modeling, test strategy, and quality systems.

BUILD

AI skills, agent workflows, CLIs, and testing infrastructure.

VERIFY

Playwright, pytest, auditable evidence, and deterministic quality gates.

03 / TOOLCHAIN

TypeScript Python Playwright Pytest Codex Claude Code Obsidian GitHub Actions

04 / SIGNAL

Koco's GitHub activity

Build useful systems. Leave auditable evidence. Keep learning in public.



GitHub Blog Email

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  1. deepseek-vision-bridge deepseek-vision-bridge Public

    ๐‘ฝ๐’Š๐’”๐’Š๐’๐’ ๐’ƒ๐’“๐’Š๐’…๐’ˆ๐’† ๐’‡๐’๐’“ ๐‘ช๐’๐’‚๐’–๐’…๐’† ๐‘ช๐’๐’…๐’† ๐’‚๐’๐’… ๐‘ช๐’๐’…๐’†๐’™ โ€” ๐’‚๐’–๐’•๐’๐’Ž๐’‚๐’•๐’Š๐’„๐’‚๐’๐’๐’š ๐’„๐’๐’๐’—๐’†๐’“๐’•๐’” ๐’Š๐’Ž๐’‚๐’ˆ๐’†๐’” ๐’Š๐’๐’•๐’ ๐’”๐’•๐’“๐’–๐’„๐’•๐’–๐’“๐’†๐’… ๐’…๐’†๐’”๐’„๐’“๐’Š๐’‘๐’•๐’Š๐’๐’๐’” ๐’˜๐’Š๐’•๐’‰ ๐’ˆ๐’‘๐’•-๐Ÿ“.๐Ÿ’-๐’Ž๐’Š๐’๐’Š ๐’—๐’Š๐’‚ ๐‘ช๐’๐’…๐’†๐’™ ๐‘ช๐‘ณ๐‘ฐ.

    JavaScript 1