AI Skills for catalyst R&D, literature search, agent tooling, and self-hosted solutions.
About me — I work on electrocatalyst R&D for hydrogen energy (PEMFC/WE). In my spare time I vibe-code small research tools and tune my AI agents — skills, plugins, etc. On GitHub since 2020.
| Category | Project | Description | GitHub | Version |
|---|---|---|---|---|
| Electrochem | PEMFC-Electrocatalyst-Activity-Analyzer | Offline ECSA (H-upd) / mass & specific activity calculator for PEM fuel cell catalysts — single-file HTML app (zero-dependency, Apple HIG UI) + Python toolchain: Autolab .paax parser, Origin .opju exporter, publication-style plotting. | repo | v1.0.0 |
| XRD | XRD-FileConventor | Standalone offline XRD powder-diffraction file converter (Rigaku / Bruker / Jade-MDI / generic text), MIT licensed. | repo | v0.0.1 |
| XRD | XRD-PtCoOrdering | Standalone offline tool computing the L1₀ chemical ordering degree of PtCo alloys from XRD peak areas (SNIP baseline + LM deconvolution). Developed from my own measured XRD data; currently best adapted to PtCo alloy and Pt/C catalysts. | repo | v1.0.0 |
| XRD | XRD-Scherrer | Standalone offline crystallite-size tool (Scherrer, Williamson–Hall, PtCo (220) integral-breadth mode). Developed from my own measured XRD data; currently best adapted to PtCo alloy and Pt/C catalysts. | repo | v1.0.0 |
| Skill | Description | GitHub | Version |
|---|---|---|---|
| catalyst-search-skill | Bilingual catalysis literature search: retrieves literature from ScienceDirect/arXiv/OpenAlex/Google Scholar and outputs a structured literature matrix (GB/T 7714 citations, prioritizing high-IF, highly-cited works from the last 5–10 years). | repo | v1.0.5 |
| catalyst-design-skill | Bilingual catalyst design guidance: layered, traceable methodology for HER/OER/ORR/PEMWE electrocatalysis, with literature sources, confidence levels and validation paths. | repo | v1.0.5 |
| opencode-responses-bridge-skill | Zero-dependency local proxy adapting OpenAI Chat Completions ↔ Responses API (streaming SSE, tool calls, reasoning, multimodal), letting any OpenAI-compatible client use Responses-API-only models such as OpenCode Go gpt-5.6-luna. | repo | v1.2.0 |
| bayesian-optimization-electrocatalyst | Closed-loop Bayesian optimization for electrocatalyst R&D: Gaussian-process surrogate (Matérn 5/2 + ARD), EI/PI/UCB acquisition, constrained/batch/multiobjective extensions, TRACE observability — recommends the next experiment, closes the loop. | repo | v1.0.0 |
| Category | Project | Description | GitHub | Version |
|---|---|---|---|---|
| Hermes | hermes-gpt-light-theme | Clean light-mode dashboard theme for Hermes Agent, inspired by the OpenAI ChatGPT / Codex interface — white canvas, high-contrast text, green accent, fixed Analytics token colors. | repo | v1.0.0 |
| Hermes | hermes-cache-hit-rate | Lightweight dashboard plugin for Hermes Agent showing the token cache hit rate on the Analytics page — cache read / uncached input / output breakdown, 7-day trend, theme-aware, zero token cost. | repo | v1.0.0 |
| Zotero | zotero-ima-sync | Zotero plugin: syncs items with PDF attachments to Tencent ima knowledge base, building a searchable literature RAG library (selected items / collection / all; OpenAPI + MCP dual mode; compatible with Zotero 7/8/9). | repo | v0.0.1 |
| Project | Description | GitHub | Version |
|---|---|---|---|
| hermes-multi-task-concurrency-solution | Fixes replies silently dropped under concurrent Hermes sessions: forces the non-thread-safe nemo-relay scope stack into Noop mode at the root. Deployment-agnostic (local pip, Docker Compose, NAS app-store), with a verified stress test and rollback steps. | repo | v1.0.0 |
Upstream reports:
- Hermes Agent #81227 — desktop turns aborted with a misleading "session storage could not be written" error under compression-lock contention; conversations appear to vanish after disconnects (diagnosis + workaround + fix suggestions)
- Hermes Agent #81286 — Two frontends (Web Dashboard + Desktop) on one session: the last to type captures the session, the other freezes until it types
Maintained by Y.PENG · All public skills licensed MIT unless noted.