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Agent skill

Skill Requirement Analysis

by BingHanOfUESTC in BingHanOfUESTC/open_agent_team

A skill your agent uses when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs…

MITAuto-check passedAgent Workflows

Install Skill Requirement Analysis

skills CLI
$ npx skills add BingHanOfUESTC/open_agent_team --skill skill-requirement-analysis -a claude-code

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

GitHub CLI
$ gh skill install BingHanOfUESTC/open_agent_team skill-requirement-analysis --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/BingHanOfUESTC/open_agent_team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/teams/skill_creator_team/skills/skill-requirement-analysis .claude/skills/skill-requirement-analysis && 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
skill-requirement-analysis
GitHub stars
106
Token cost
~339 tokens
SKILL.md length
110 words
Files
1
Skills in repo
30
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs…

  • Works in 7 steps: Restate the user problem in one paragraph. → Identify the repeated task pattern… → Separate reusable method from one-off… → …
  • Creating a new agent skill from a user problem
  • SKILL.md covers Workflow, Output Shape and Gotchas
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Requirement Analysis is an agent skill from BingHanOfUESTC/open_agent_team. Use this skill when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs, outputs, constraints, evaluation criteria, and contamination risks before authoring the skill.

Its SKILL.md is about 340 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: Build persistent multi-agent teams that collaborate like real organizations to deliver complex tasks. The licence is MIT.

When your agent uses it

  • Creating a new agent skill from a user problem
  • Repeated workflow
  • Expected output
  • Extract trigger conditions

Example prompts

  • “/skill-requirement-analysis”

Workflow steps

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

  1. Restate the user problem in one paragraph.
  2. Identify the repeated task pattern behind the request.
  3. Separate reusable method from one-off content.
  4. Define trigger conditions and non-trigger conditions.
  5. Capture inputs, outputs, tools, file types, and environment assumptions.
  6. Extract evaluation criteria from the expected result.
  7. Record privacy, copyright, security, and sample-answer contamination risks.

What it can do on your machine

Read from SKILL.md and the folder at commit 7e28736. 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 (its code samples are markdown).

    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

Skill Requirement Analysis loads about 339 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 110 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~339

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 BingHanOfUESTC/open_agent_team at commit 7e28736, republished under its MIT licence (© BingHanOfUESTC). 110 words, ~339 tokens.

Download SKILL.mdSave it as .claude/skills/skill-requirement-analysis/SKILL.md (or your agent's skills folder).
name
skill-requirement-analysis
description
Use this skill when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs, outputs, constraints, evaluation criteria, and contamination risks before authoring the skill.

Skill Requirement Analysis

Use this before writing any SKILL.md.

Workflow

  1. Restate the user problem in one paragraph.
  2. Identify the repeated task pattern behind the request.
  3. Separate reusable method from one-off content.
  4. Define trigger conditions and non-trigger conditions.
  5. Capture inputs, outputs, tools, file types, and environment assumptions.
  6. Extract evaluation criteria from the expected result.
  7. Record privacy, copyright, security, and sample-answer contamination risks.

Output Shape

markdown
# Skill Requirements

## Problem
## Reusable Capability
## Trigger Conditions
## Non-Trigger Conditions
## Inputs
## Outputs
## Tools / Environment
## Evaluation Criteria
## Risks And Forbidden Content
## Open Questions

Gotchas

  • Do not mistake a desired final answer for reusable skill content.
  • Do not create a skill if the task is purely one-off and unlikely to recur.
  • If examples are provided, use them for evaluation and failure-mode extraction, not memorization.

© BingHanOfUESTC, 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 teams/skill_creator_team/skills/skill-requirement-analysis of BingHanOfUESTC/open_agent_team.

Open the folder on GitHubat commit 7e28736

Compare with similar skills

Skill Requirement Analysis 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 Requirement Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Requirement Analysis this skillBingHanOfUESTC/open_agent_team106—~339Automated safety check: PassMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79689 repos~8.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Skill Requirement Analysis

What does Skill Requirement Analysis do?

A skill your agent uses when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs…. Skill Requirement Analysis is an agent skill from BingHanOfUESTC/open_agent_team. Use this skill when creating a new agent skill from a user problem, repeated workflow, expected output, examples, or failure cases; extract trigger conditions, reusable capability, inputs, outputs, constraints, evaluation criteria, and contamination risks before authoring the skill.

When should I use Skill Requirement Analysis?

Skill Requirement Analysis fits situations like: creating a new agent skill from a user problem; repeated workflow; expected output; extract trigger conditions.

How do I install Skill Requirement Analysis in Claude Code?

Run `npx skills add BingHanOfUESTC/open_agent_team --skill skill-requirement-analysis -a claude-code`. Or copy the skill folder (teams/skill_creator_team/skills/skill-requirement-analysis in BingHanOfUESTC/open_agent_team) into .claude/skills/skill-requirement-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Skill Requirement Analysis in Codex?

Run `npx skills add BingHanOfUESTC/open_agent_team --skill skill-requirement-analysis -a codex`. Or copy the skill folder (teams/skill_creator_team/skills/skill-requirement-analysis in BingHanOfUESTC/open_agent_team) into .agents/skills/skill-requirement-analysis in your project. Codex loads it when a task matches its description.

Can I use Skill Requirement Analysis 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 BingHanOfUESTC/open_agent_team --skill skill-requirement-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-requirement-analysis, .gemini/skills/skill-requirement-analysis, .github/skills/skill-requirement-analysis and .opencode/skills/skill-requirement-analysis in your project.

What does Skill Requirement Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill Requirement Analysis is instructions for the agent only.

Does Skill Requirement Analysis 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 Skill Requirement Analysis 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 Skill Requirement Analysis use?

Skill Requirement Analysis 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 Skill Requirement Analysis use?

About 339 tokens (SKILL.md is roughly 1.4k 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 Skill Requirement Analysis?

Skills that share tags, products or a category with Skill Requirement Analysis: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Requirement Analysis?

BingHanOfUESTC (a GitHub user) maintains it in BingHanOfUESTC/open_agent_team, which has 106 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on June 23, 2026.

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