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research-decision-gate

Use before research or engineering-research decisions: deciding whether to continue a direction, run an experiment, change route, interpret results, write a…

Skill by ther7777

IndexedLicense unknown★ 2
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ther7777-research-decision-gate

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Use before research or engineering-research decisions: deciding whether to continue a direction, run an experiment, change route, interpret results, write a paper claim, or invest more work when there is risk of local optimization, self-drawn targets, weak evaluation, LLM self-evaluation loops, system-specific bug fixes disguised as innovation, or poor ROI. Produces a concise decision gate covering generality, innovation boundary, evaluation credibility, ROI and stop conditions, paper narrative fit, next action, and what not to do.

Use cases: ml, writing, research

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/research-decision-gate

What's inside

Skill name
research-decision-gate
Description
Use before research or engineering-research decisions: deciding whether to continue a direction, run an experiment, change route, interpret results, write a paper claim, or invest more work when there is risk of local optimization, self-drawn targets, weak evaluation, LLM self-evaluation loops, system-specific bug fixes disguised as innovation, or poor ROI. Produces a concise decision gate covering generality, innovation boundary, evaluation credibility, ROI and stop conditions, paper narrative fit, next action, and what not to do.
License
unknown
Instructions
50 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from ther7777/self-skills

Signals

Stars
2
Forks
0
Open issues
0
Last commit (this folder)
Jun 21, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/ther7777/self-skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from ther7777

Cite this page

research-decision-gate skill. Agent Mart. https://agentmart.dev/skills/ther7777-research-decision-gate (last updated 2026-10-24)