Hwi Ahn avatar

Hwi Ahn

Community

@byron1st · Sejong, Republic of Korea

22Followers
|
60Public Repos
|
13Published Skills

Sr. Security Engineer @42dot

Skills Distribution
DomainDeveloper To...Plan-Driven Develo.. (40%)Code Review & Test.. (25%)Repository Bootstr.. (15%)Knowledge Capture .. (12%)

Agent Skills by Hwi Ahn

Showing 13 vetted skills indexed across 1 GitHub repositories.

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application-research-sync

Update repository research documents to match current code changes.

Community
Intermediate
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dev-loop

Drives an approved single-step plan through implement, test, and review stages until ready to commit.

Community
Advanced
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implement-dev

Executes an approved implementation plan, evidences acceptance criteria, and writes a completion report.

Community
Advanced
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review-code

Review code diffs across security, reliability, maintainability, and generalist axes with parallel reviewer personas.

Community
Advanced
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commit-code

Commits staged and unstaged changes and optionally opens a GitHub PR or GitLab MR.

Community
Intermediate
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chat-summary

Convert conversations into self-contained Obsidian notes with controlled category and tag vocabulary.

Community
Intermediate
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fix-dev

Diagnose and patch a single defect found during code review or verification.

Community
Intermediate
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test-dev

Strengthen tests by filling unit and e2e gaps and reducing mutation survivors over a git-defined scope.

Community
Advanced
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learn-from-manual-edits

Detects user manual edits on agent-written code and persists inferred preferences as project conventions.

Community
Intermediate
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plan-dev

Creates implementation plans in plan mode and persists plan and research artifacts under docs/agents.

Community
Advanced
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setup-initial-repo

Bootstrap a new repository from SPEC.md with agent instructions, command targets, git identity, and remote.

Community
Advanced
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spec-creator

Create a Korean SPEC.md for new software projects through staged requirements discovery.

Community
Intermediate
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loki-log-search

Search and scan Grafana Loki logs for errors and anomalies via gcx api passthrough.

Community
Intermediate

Frequently Asked Questions About Hwi Ahn

FAQPage Schema
What tasks can I accomplish with byron1st's skills?▼

You can draft a Korean SPEC.md, bootstrap repositories, create and execute implementation plans with Acceptance Contracts, review diffs and PRs for bugs and security issues, fix defects, strengthen tests against mutation survivors, commit changes, sync research docs with code, capture chats as Obsidian notes, and search Grafana Loki logs.

Who are these skills designed for?▼

They target software engineers practicing disciplined, plan-first development — particularly Korean-speaking developers who document requirements in SPEC.md, persist plans and research under docs/agents, maintain Obsidian knowledge vaults, and operate services on a Grafana plus Loki observability stack.

How does the plan-to-commit development cycle work in practice?▼

Start with spec-creator or plan-dev to produce an approved plan, then run implement-dev to execute TODOs with evidence per Acceptance Contract row, or dev-loop to iterate implement/test/review/triage-fix until READY_TO_COMMIT. commit-code finalizes changes and opens a PR only on request.

What prerequisites or dependencies do these skills require?▼

dev-loop requires an Acceptance Contract and Authority Boundaries plus a saved plan. test-dev needs a git-defined scope and LIVED mutation results. loki-log-search requires a Grafana plus Loki stack with gcx passthrough access. chat-summary expects an existing Obsidian vault with category and tag vocabulary.

How do the skills capture conventions and knowledge over time?▼

learn-from-manual-edits detects your manual changes to agent-written code, infers the underlying preference, and persists conventions in the project's AGENTS.md. chat-summary converts conversations into self-contained Obsidian markdown notes with YAML frontmatter, reusing existing vault categories and tags.