Agent skill

Node Run Clarify

by CurryTang in CurryTang/Amadeus

Interactive Q&A to gather run context before executing a ResearchOps tree node step.

No licenceAuto-check passedDevelopment

Install Node Run Clarify

skills CLI
$ npx skills add CurryTang/Amadeus --skill node-run-clarify -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CurryTang/Amadeus node-run-clarify --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CurryTang/Amadeus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/node-run-clarify .claude/skills/node-run-clarify && rm -rf skills-src

Use ~/.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/

Facts

Skill name
node-run-clarify
GitHub stars
176
Token cost
~578 tokens
SKILL.md length
253 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
None found

At a glance

Interactive Q&A to gather run context before executing a ResearchOps tree node step.

  • Works in 4 steps: Trigger: User clicks "Run Step" on a… → Q&A Loop: Call POST… → Skip: User can skip the Q&A entirely. In… → …
  • A node is about to be run to collect key context the agent will need (e.g
  • SKILL.md covers Workflow, Node Kind Guidance, Context Storage and UI Integration
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Node Run Clarify is an agent skill from CurryTang/Amadeus. Interactive Q&A to gather run context before executing a ResearchOps tree node step. Use when a node is about to be run to collect key context the agent will need (e.g. dataset path, design doc, hyperparameters).

Its SKILL.md is about 580 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 Development, covering Architecture decision records. The repository describes itself as: Your personal AI research assistant that automatically reads, summarizes, organizes, and acts on academic papers.

When your agent uses it

  • A node is about to be run to collect key context the agent will need (e.g
  • Tasks that involve Architecture decision records

Example prompts

  • “/node-run-clarify”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Trigger: User clicks "Run Step" on a PLANNED or BLOCKED node in VibeNodeWorkbench.
  2. Q&A Loop: Call POST /api/researchops/projects/:projectId/tree/nodes/:nodeId/run-clarify with
  3. Skip: User can skip the Q&A entirely. In that case, clarifyMessages is [].
  4. Run: Call POST /api/researchops/projects/:projectId/tree/nodes/:nodeId/run-step with

What it can do on your machine

Read from SKILL.md and the folder at commit 72f0e2f. 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

Node Run Clarify loads about 578 tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 253 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~57
When it runs · the whole SKILL.md, loaded when a task matches
~578

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 253 words (~578 tokens).

“Gather context from the user through targeted one-at-a-time questions before launching a tree node's run step. The LLM decides what to ask based on the node kind and existing plan details.”

— opening of SKILL.md by CurryTang
name
node-run-clarify

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/node-run-clarify of CurryTang/Amadeus.

Open the folder on GitHubat commit 72f0e2f

Compare with similar skills

Node Run Clarify 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.

Node Run Clarify compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Node Run Clarify this skillCurryTang/Amadeus176—~578Automated safety check: PassNone
PR Design DocOpenHands/OpenHands90k—~2.4kAutomated safety check: PassMIT
Cto AdvisorIbrahim-3d/orchestrator-supaconductor3804 repos~2.4kAutomated safety check: PassMIT
Improve Codebase Architectureywwynm/EverythingDone14415 repos~1.3kAutomated safety check: PassGPL-3.0
Domain Modelingbrim-borium/spotify_sdk1665 repos~806Automated safety check: PassApache-2.0
Design Doc MermaidSpillwaveSolutions/design-doc-mermaid1751 repos~5.6kAutomated safety check: PassNone

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Categories

Questions about Node Run Clarify

What does Node Run Clarify do?

Interactive Q&A to gather run context before executing a ResearchOps tree node step. Node Run Clarify is an agent skill from CurryTang/Amadeus. Interactive Q&A to gather run context before executing a ResearchOps tree node step.

When should I use Node Run Clarify?

Node Run Clarify fits situations like: A node is about to be run to collect key context the agent will need (e.g; tasks that involve Architecture decision records.

How do I install Node Run Clarify in Claude Code?

Run `npx skills add CurryTang/Amadeus --skill node-run-clarify -a claude-code`. Or copy the skill folder (skills/node-run-clarify in CurryTang/Amadeus) into .claude/skills/node-run-clarify in your project. Claude Code loads it when a task matches its description.

How do I install Node Run Clarify in Codex?

Run `npx skills add CurryTang/Amadeus --skill node-run-clarify -a codex`. Or copy the skill folder (skills/node-run-clarify in CurryTang/Amadeus) into .agents/skills/node-run-clarify in your project. Codex loads it when a task matches its description.

Can I use Node Run Clarify 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 CurryTang/Amadeus --skill node-run-clarify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/node-run-clarify, .gemini/skills/node-run-clarify, .github/skills/node-run-clarify and .opencode/skills/node-run-clarify in your project.

What does Node Run Clarify need to run?

SKILL.md names no scripts, command-line tools or credentials: Node Run Clarify is instructions for the agent only.

Does Node Run Clarify 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 Node Run Clarify 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 Node Run Clarify use?

No licence was found for Node Run Clarify or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Node Run Clarify use?

About 578 tokens (SKILL.md is roughly 2.3k 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 Node Run Clarify?

Skills that share tags, products or a category with Node Run Clarify: PR Design Doc (OpenHands/OpenHands, 90k stars), Cto Advisor (Ibrahim-3d/orchestrator-supaconductor, 380 stars), Improve Codebase Architecture (ywwynm/EverythingDone, 144 stars) and Domain Modeling (brim-borium/spotify_sdk, 166 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Node Run Clarify?

CurryTang (a GitHub user) maintains it in CurryTang/Amadeus, which has 176 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on March 25, 2026.

Source: CurryTang/Amadeus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.