发现 Skills

XRD spectrum from a CIF structure file using pymatgen (Cu Kα).

eBPF/Aya kernel-level observability in Rust. Covers Aya framework project setup, program types, map patterns, bpftrace diagnostics, verifier debugging, and program inspection. Use when writing eBPF programs, diagnosing kernel-level performance, or tracing application behavior.

Convert SMILES or chemical names into 2D molecular structure diagrams. Supports drawing 2D structures for both ordinary molecules and polymers.

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Predict multiple physicochemical properties of small molecules (boiling point, refractive index, density, viscosity, surface tension, etc.). Currently integrated with the bamboo_mixer single-molecule property model backend.

j-cli (work-copilot) command-line tool for daily workflow automation. TRIGGER when the user wants to: (1) manage daily/weekly reports (daily/weekly reports), (2) manage todo items (todos), (3) open apps or URLs via aliases, (4) register/manage app aliases (aliases), (5) create or run preset scripts (scripts/concat), (6) install or check j-cli availability. DO NOT TRIGGER for general shell commands unrelated to j-cli.

Manage Apple Notes via the `memo` CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a note, list notes, search notes, or manage note folders.

Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality", or "optimize my website".

Provides reference surface tension predictions for surfactant-related tasks based on SMILES, supporting a baseline heuristic backend and a public_joblib public-model backend.

UV-Vis spectrum from SMILES via UV-adVISor (https://spectra.collaborationspharma.com/). Input SMILES, auto-fetch, plot PNG.

This skill enables Claude to deploy machine learning models to production environments. It automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. Use this skill when the user requests to deploy a model, serve a model via an API, or put a trained model into a production environment. The skill is triggered by requests containing terms like "deploy model," "productionize model," "serve model," or "model deployment."

Run the standalone BFTS experiment pipeline to execute multi-agent tree-search experiments from a prepared bfts_config.yaml. Use after idea-to-markdown and bfts-config-prep to produce logs, workspaces, and experiment artifacts.

Diagnostic and troubleshooting guide for meridian problems. Use when spawns fail unexpectedly, state seems corrupt, the CLI behaves strangely, or you need to run meridian doctor.

Convert requirements and architecture into a concrete test plan that includes unit, integration, and end-to-end (E2E) test cases.

Apply a secondary, light perturbation to text that has already undergone initial processing. Used when, after a first round of rewriting, further reduction of stylistic consistency is required.

name: curaden-communications description: This skill should be used when the user wants to "run the weekly sync", "sync RevolveNote to GitHub", "push revolvenote", "sync Jira to Notion", "update BO..."

Web scraping, search, crawling, and browser automation via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, extract data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say "fetch this page", "pull the content from", "get the page at https://", or reference scraping external websites. This provides real-time web search with full page content extraction and cloud browser automation — capabilities beyond what Claude can do natively with built-in tools. Do NOT trigger for local file operations, git commands, deployments, or code editing tasks.

Host security hardening and risk-tolerance configuration for OpenClaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenClaw cron scheduling for periodic checks, or version status checks on a machine running OpenClaw (laptop, workstation, Pi, VPS).

Interpret logs from baseline/test/lint commands and produce a structured triage report.

Convert Gaussian gjf input files to XYZ format. Use when an agent needs to convert molecular structure files from Gaussian input format (.gjf) to XYZ format for visualization or use with other computational chemistry software.

Route plain-language requests for Pi, Claude Code, Codex, Cursor, Copilot, OpenClaw ACP, OpenCode, Gemini CLI, Qwen, Kiro, Kimi, iFlow, Factory Droid, Kilocode, or ACP harness work into either OpenClaw ACP runtime sessions or direct acpx-driven sessions ("telephone game" flow). For coding-agent thread requests, read this skill first, then use only `sessions_spawn` for thread creation.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Compute and visualize IR spectra from an input SMILES string or XYZ file using MLatom.

Convert IUPAC chemical names to SMILES strings. Uses the OPSIN API exclusively and supports intelligent parsing of polymers.