Plane
jeremylongshore/tons-of-skills-marketplace
Plane is a team behavior observatory — synthesize Plane API data into observations about how teams actually behave under pressure, not just ticket state.
Run LOBSTER to project a plane-wave (VASP) wavefunction onto a local orbital basis and compute COHP/COOP/ICOHP bonding analysis, Mulliken/Loewdin populations, and projected DOS.
Custom licenceAuto-check passed
Install Lobster
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobster --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tools/lobster .claude/skills/lobster && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .claude/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobsterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobster --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tools/lobster .agents/skills/lobster && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .agents/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobster --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tools/lobster .cursor/skills/lobster && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .cursor/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/JCLiuGroup/AI-Computational-Chemist.git --path tools/lobster--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobster --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tools/lobster .gemini/skills/lobster && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .gemini/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobsterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .github/skills && cp -r skills-src/tools/lobster .github/skills/lobster && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .github/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install JCLiuGroup/AI-Computational-Chemist lobster --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/JCLiuGroup/AI-Computational-Chemist.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tools/lobster .opencode/skills/lobster && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "lobster" agent skill from https://github.com/JCLiuGroup/AI-Computational-Chemist/tree/main/tools/lobster into .opencode/skills/lobster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lobster", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
lobster- GitHub stars
- 146
- Used in
- 1 other repo
- Token cost
- ~661 tokens
- SKILL.md length
- 270 words
- Files
- 5 (incl. references)
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Run LOBSTER to project a plane-wave (VASP) wavefunction onto a local orbital basis and compute COHP/COOP/ICOHP bonding analysis, Mulliken/Loewdin populations, and projected DOS.
- Works in 5 steps: Run a VASP static with the LOBSTER… → Write lobsterin (basis matched to the… → Run lobster on a compute node (OpenMP). → …
- Set up the VASP static that feeds LOBSTER
- SKILL.md covers Required inputs, Where to find what, Workflow and Hard guardrails
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Lobster is an agent skill from JCLiuGroup/AI-Computational-Chemist. Run LOBSTER to project a plane-wave (VASP) wavefunction onto a local orbital basis and compute COHP/COOP/ICOHP bonding analysis, Mulliken/Loewdin populations, and projected DOS. Use to set up the VASP static that feeds LOBSTER, write lobsterin, run lobster, and check projection (spilling) quality. For the interpretation of the bonding numbers, see knowledge/bonding-analysis.md.
Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/errors.md`, `references/resources.md` and `references/running.md`).
When your agent uses it
- Set up the VASP static that feeds LOBSTER
- Write lobsterin
- Check projection (spilling) quality
Example prompts
- “/lobster”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Run a VASP static with the LOBSTER settings (references/running.md); preserve WAVECAR/POSCAR/INCAR.
- Write lobsterin (basis matched to the PAW potential; pairs or generator).
- Run lobster on a compute node (OpenMP).
- Check lobsterout charge spilling before trusting anything (references/validation.md).
- Read the bonding result using knowledge/bonding-analysis.md.
What it can do on your machine
Read from SKILL.md and the folder at commit e27b555. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Lobster loads about 661 tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 98 tokens; SKILL.md has 270 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 270 words (~661 tokens).
“LOBSTER reads a VASP wavefunction and projects it onto a local orbital basis to produce COHP/COOP/ICOHP and population analysis. It is a separate program from VASP (no recompile needed). This skill covers operating it; the science of reading COHP/ICOHP is…”
- name
- lobster
Files
SKILL.md and 4 other files (references) in tools/lobster of JCLiuGroup/AI-Computational-Chemist.
- SKILL.md
- references/errors.md
- references/resources.md
- references/running.md
- references/validation.md
Open the folder on GitHubat commit e27b555
Used in 1 other repository
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in JCLiuGroup/AI-Computational-Chemist, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Lobster next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Lobster this skillJCLiuGroup/AI-Computational-Chemist | 146 | 1 repos | ~661 | Automated safety check: Pass | Custom licence | |
| Planejeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Elliott Wave Signal EngineHKUDS/Vibe-Trading | 35k | — | ~482 | Automated safety check: Pass | MIT | |
| Nasiko Control Planeaffaan-m/ECC | 276k | 1 repos | ~660 | Automated safety check: Pass | MIT | |
| Offensive Z WaveSnailSploit/Claude-Red | 7.4k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Rebase Onto MainPX4/PX4-Autopilot | 13k | — | ~1.1k | Automated safety check: Notes | BSD-3-Clause |
Similar skills
Elliott Wave Signal Engine
HKUDS/Vibe-Trading
Detects Elliott Wave structures in price data with a Zigzag swing finder and Fibonacci checks, and turns completed waves into long, short or flat signals.
Nasiko Control Plane
affaan-m/ECC
Manage the experimental Nasiko CLI lifecycle through ECC — read-only status checks, consent-gated install of the pinned qualified version with dry-run preview, and ownership-checked uninstall, under…
Offensive Z Wave
SnailSploit/Claude-Red
Z-Wave attack methodology — sniffing with Z-Force / EZ-Wave / RTL-SDR + ZniffMobile, S0 (legacy) network-key derivation flaw and key reuse, S2 (modern) ECDH commissioning analysis, replay/injection…
Rebase Onto Main
PX4/PX4-Autopilot
Rebase a branch onto main, handling squash-merged parent branches cleanly
Lobster Bioinformatics
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Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization.
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Questions about Lobster
What does Lobster do?
Run LOBSTER to project a plane-wave (VASP) wavefunction onto a local orbital basis and compute COHP/COOP/ICOHP bonding analysis, Mulliken/Loewdin populations, and projected DOS. Lobster is an agent skill from JCLiuGroup/AI-Computational-Chemist. Run LOBSTER to project a plane-wave (VASP) wavefunction onto a local orbital basis and compute COHP/COOP/ICOHP bonding analysis, Mulliken/Loewdin populations, and projected DOS.
When should I use Lobster?
Lobster fits situations like: set up the VASP static that feeds LOBSTER; write lobsterin; check projection (spilling) quality.
How do I install Lobster in Claude Code?
Run `npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a claude-code`. Or copy the skill folder (tools/lobster in JCLiuGroup/AI-Computational-Chemist) into .claude/skills/lobster in your project. Claude Code loads it when a task matches its description.
How do I install Lobster in Codex?
Run `npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a codex`. Or copy the skill folder (tools/lobster in JCLiuGroup/AI-Computational-Chemist) into .agents/skills/lobster in your project. Codex loads it when a task matches its description.
Can I use Lobster in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add JCLiuGroup/AI-Computational-Chemist --skill lobster -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lobster, .gemini/skills/lobster, .github/skills/lobster and .opencode/skills/lobster in your project.
What does Lobster need to run?
SKILL.md names no scripts, command-line tools or credentials: Lobster is instructions for the agent only.
Does Lobster access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Lobster safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Lobster use?
Lobster has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Lobster use?
About 661 tokens (SKILL.md is roughly 2.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.2k tokens, read only when the agent opens those files.
What are the alternatives to Lobster?
Skills that share tags, products or a category with Lobster: Plane (jeremylongshore/tons-of-skills-marketplace, 2.8k stars), Elliott Wave Signal Engine (HKUDS/Vibe-Trading, 35k stars), Nasiko Control Plane (affaan-m/ECC, 276k stars) and Offensive Z Wave (SnailSploit/Claude-Red, 7.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Lobster?
JCLiuGroup (a GitHub organization) maintains it in JCLiuGroup/AI-Computational-Chemist, which has 146 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 27, 2026.
Source: JCLiuGroup/AI-Computational-Chemist on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.