SamprasZheng

SamprasZheng

@SamprasZheng

GitHub
8 Skills
8 Total Stars
September 2026 Joined

Public Skills

llm-wiki-ingest

by SamprasZheng

Research, ingest, lint, and maintain the yxz Obsidian-compatible wiki. Use when adding sources, entities, concepts, synthesis pages, KOL digests, research notes, or when answering a question that should be persisted under wiki/.

Code Review 1 5mo ago

firefly-mission-planner

by SamprasZheng

Run, review, and extend the Firefly orbital data center mission-planning agents under agents/. Use when planning ODC missions, changing Firefly agent code, reviewing orbit/dose/debris outputs, or writing mission synthesis pages into wiki/.

Agents 1 5mo ago

kol-tracker

by SamprasZheng

Manage the KOL tracking list and run the daily KOL/keyword digest. Use when the user wants to add/remove a KOL, edit tracked keywords, view the current watchlist, or trigger an on-demand digest. Trigger phrases include "add KOL", "track this account", "新增追蹤", "KOL list", "kol tracker", "daily digest", "run KOL digest now".

Prompts 1 5mo ago

og-image-validator

by SamprasZheng

Generate and validate Open Graph image assets for the yxz Docusaurus site. Use when blog posts, social cards, OG metadata, generated images, or files under my-website/static/img/og are created or changed.

Docker 1 5mo ago

portfolio-curator

by SamprasZheng

Review, validate, and update the portfolio repository metadata for the yxz Docusaurus site. Use when adding/removing portfolio projects, refreshing GitHub repo metadata, correcting screenshots, or working with src/pages/portfolio/github-repo-info.json.

Processing 1 5mo ago

blog-publisher

by SamprasZheng

Prepare, edit, generate, verify, and publish yxz Docusaurus blog posts. Use when turning wiki synthesis into drafts, editing blog frontmatter, validating tags/authors/OG images, preparing video-ready posts, or deploying content.

Writing 1 5mo ago

codex-repo-operator

by SamprasZheng

Operate the yxz repository using its Docusaurus, Obsidian wiki, Firefly agents, scripts, CI, hooks, and automation conventions. Use for any task that touches this repo's blog, portfolio, wiki, agent code, workflows, deployment, generated content, or local automation setup.

Code Review 1 5mo ago

wiki-ingest-parallel

by SamprasZheng

Parallel wiki ingestion for multiple research topics in one shot. Use this whenever you have 2+ topics to research and ingest into the wiki simultaneously. Accepts a YAML list of topics, launches one independent research subagent per topic (all in parallel), enforces exponential backoff on rate limits, writes structured wiki pages, then runs a reviewer subagent that validates frontmatter, deduplicates overlapping claims, updates index.md and log.md, and opens a single PR. Trigger on phrases like: "ingest parallel", "batch ingest", "research and ingest these topics", "wiki ingest parallel", or any request to ingest 2+ topics at once.

Code Gen 1 6mo ago