Dhub CLI
pymc-labs/decision-hub
Guide for using the dhub CLI — the AI skill manager for data science agents.
Runs structured multi-agent discussions for open-ended nestia topics.
Install Discussion
$ npx skills add samchon/nestia --skill discussion -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install samchon/nestia discussion --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/samchon/nestia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/discussion .claude/skills/discussion && 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 "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .claude/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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/samchon/nestia/tree/master/.agents/skills/discussionType 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 samchon/nestia --skill discussion -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install samchon/nestia discussion --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/samchon/nestia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/discussion .agents/skills/discussion && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .agents/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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 samchon/nestia --skill discussion -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install samchon/nestia discussion --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/samchon/nestia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/discussion .cursor/skills/discussion && 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 "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .cursor/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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/samchon/nestia.git --path .agents/skills/discussion--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 samchon/nestia --skill discussion -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install samchon/nestia discussion --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/samchon/nestia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/discussion .gemini/skills/discussion && 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 "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .gemini/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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 samchon/nestia discussionInstalls 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 samchon/nestia --skill discussion -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/samchon/nestia.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/discussion .github/skills/discussion && 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 "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .github/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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 samchon/nestia --skill discussion -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install samchon/nestia discussion --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/samchon/nestia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/discussion .opencode/skills/discussion && 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 "discussion" agent skill from https://github.com/samchon/nestia/tree/master/.agents/skills/discussion into .opencode/skills/discussion/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "discussion", 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
discussion- GitHub stars
- 2.2k
- Token cost
- ~424 tokens
- SKILL.md length
- 197 words
- Files
- 1
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- MIT
At a glance
Runs structured multi-agent discussions for open-ended nestia topics.
- Explicitly asks for Discussion
- SKILL.md covers Team, Knowledge Base and Transcript
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- A team debate with transcripts and conclusions
What it does
Discussion is an agent skill from samchon/nestia. Runs structured multi-agent discussions for open-ended nestia topics. Use only when the user explicitly asks for Discussion or a team debate with transcripts and conclusions; do not use for Self-Review, a solo or multi-agent review, research review, or issue discovery.
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: NestJS Helper + AI Chatbot Development. The licence is MIT.
When your agent uses it
- Explicitly asks for Discussion
- A team debate with transcripts and conclusions
- Do not use for Self-Review
- Multi-agent review
Example prompts
- “/discussion”
What it can do on your machine
Read from SKILL.md and the folder at commit d3627e8. 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
Discussion loads about 424 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 197 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
The full file from samchon/nestia at commit d3627e8, republished under its MIT licence (© samchon). 197 words, ~424 tokens.
Download SKILL.mdSave it as
.claude/skills/discussion/SKILL.md (or your agent's skills folder).- name
- discussion
- description
- Runs structured multi-agent discussions for open-ended nestia topics. Use only when the user explicitly asks for Discussion or a team debate with transcripts and conclusions; do not use for Self-Review, a solo or multi-agent review, research review, or issue discovery.
Discussion
Discussion explores a topic without changing code or turning the exchange into a review queue. Reviews and issue discovery use the review skill instead.
Team
Form the largest practical team, up to nine agents so the lead and participants fit the ten-agent session limit. Give every agent a self-contained brief with the topic, constraints, known evidence, output expectations, and the exact repository instructions and skills to read. Do not give a preferred conclusion or divide the topic into assigned slices.
Knowledge Base
Create .discussions/<topic>/ with a short filesystem-safe name. Do not delete or overwrite an existing discussion directory unless the user explicitly requests it.
Each agent maintains a personal wiki-style subdirectory under the topic directory. Agents read the live transcript and one another's statements between turns, continue researching, and revise their own notes.
Transcript
Run three unrestricted transcript rounds as round1.md, round2.md, and round3.md. The lead moderates and records every statement in speaking order as a live transcript, not a retrospective summary. Do not narrow the topic unless the user does.
After round3.md, the lead writes agreed conclusions, disagreements, and major open points to summary.md, reports the result, and waits. Discussion does not itself authorize implementation.
© samchon, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/discussion of samchon/nestia.
Open the folder on GitHubat commit d3627e8
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in samchon/nestia, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Discussion 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 |
|---|---|---|---|---|---|---|
| Discussion this skillsamchon/nestia | 2.2k | — | ~424 | Automated safety check: Pass | MIT | |
| Dhub CLIpymc-labs/decision-hub | 104 | — | ~3.8k | Automated safety check: Warn | MIT | |
| Agent ToolsVectorSpaceLab/AREX-Skill | 328 | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Famulor Skillaiskillstore/marketplace | 430 | — | ~2.4k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Related
Questions about Discussion
What does Discussion do?
Runs structured multi-agent discussions for open-ended nestia topics. Discussion is an agent skill from samchon/nestia. Runs structured multi-agent discussions for open-ended nestia topics.
When should I use Discussion?
Discussion fits situations like: explicitly asks for Discussion; A team debate with transcripts and conclusions; do not use for Self-Review; multi-agent review.
How do I install Discussion in Claude Code?
Run `npx skills add samchon/nestia --skill discussion -a claude-code`. Or copy the skill folder (.agents/skills/discussion in samchon/nestia) into .claude/skills/discussion in your project. Claude Code loads it when a task matches its description.
How do I install Discussion in Codex?
Run `npx skills add samchon/nestia --skill discussion -a codex`. Or copy the skill folder (.agents/skills/discussion in samchon/nestia) into .agents/skills/discussion in your project. Codex loads it when a task matches its description.
Can I use Discussion 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 samchon/nestia --skill discussion -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/discussion, .gemini/skills/discussion, .github/skills/discussion and .opencode/skills/discussion in your project.
What does Discussion need to run?
SKILL.md names no scripts, command-line tools or credentials: Discussion is instructions for the agent only.
Does Discussion 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 Discussion 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 Discussion use?
Discussion is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Discussion use?
About 424 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Discussion?
Skills that share tags, products or a category with Discussion: Dhub CLI (pymc-labs/decision-hub, 104 stars), Agent Tools (VectorSpaceLab/AREX-Skill, 328 stars), Famulor Skill (aiskillstore/marketplace, 430 stars) and MCP Server Builder (anthropics/skills, 180k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Discussion?
samchon (a GitHub user) maintains it in samchon/nestia, which has 2,179 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 7, 2026.
Source: samchon/nestia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.