Agent skill

Gift Evaluator

by jjyaoao in jjyaoao/HelloAgents

The PRIMARY tool for Spring Festival gift analysis and social interaction generation.

Custom licenceAuto-check passedBusiness, Finance & HR

Install Gift Evaluator

skills CLI
$ npx skills add jjyaoao/HelloAgents --skill gift-evaluator -a claude-code

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

GitHub CLI
$ gh skill install jjyaoao/HelloAgents gift-evaluator --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/jjyaoao/HelloAgents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/gift-evaluator .claude/skills/gift-evaluator && 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
gift-evaluator
GitHub stars
3.2k
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
556 words
Files
2
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

The PRIMARY tool for Spring Festival gift analysis and social interaction generation.

  • Works in 4 steps: The Perception Phase (Visual Analysis) → The Valuation Phase (Search) → The Content Structuring Phase (Reasoning) → …
  • Users upload photos of gifts (alcohol
  • SKILL.md covers Agent Thinking Strategy, Tool Usage Guidelines and Operational Rules
  • Runs Python scripts from its folder

What it does

Gift Evaluator is an agent skill from jjyaoao/HelloAgents. The PRIMARY tool for Spring Festival gift analysis and social interaction generation. Use this skill when users upload photos of gifts (alcohol, tea, supplements, etc.) to inquire about their value, authenticity, or how to respond socially. Integrates visual perception, market valuation, and HTML card generation.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `html_tools.py`).

It sits in Business, Finance & HR. The repository describes itself as: A agent framework based on the tutorial hello-agents.

When your agent uses it

  • Users upload photos of gifts (alcohol
  • Etc.) to inquire about their value
  • How to respond socially

Example prompts

  • “/gift-evaluator”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. The Perception Phase (Visual Analysis)
  2. The Valuation Phase (Search)
  3. The Content Structuring Phase (Reasoning)
  4. The Creation Phase (Render)

What it can do on your machine

Read from SKILL.md and the folder at commit c597a7c. 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

    Ships script files (Python), which the agent can run.

    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

Gift Evaluator loads about 1.2k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 556 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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 556 words (~1,209 tokens).

“This skill transforms the assistant into an "AI Gift Appraiser" (春节礼品鉴定师). It bridges the gap between raw visual data and complex social context. It is designed to handle the full lifecycle of a user's request: identifying the object, determining its…”

— opening of SKILL.md by jjyaoao, Custom licence
name
gift-evaluator
license
Internal Tool

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in skills/gift-evaluator of jjyaoao/HelloAgents.

  • SKILL.md
  • html_tools.py

Open the folder on GitHubat commit c597a7c

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in jjyaoao/HelloAgents, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Gift Evaluator 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.

Gift Evaluator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gift Evaluator this skilljjyaoao/HelloAgents3.2k1 repos~1.2kAutomated safety check: PassCustom licence
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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Questions about Gift Evaluator

What does Gift Evaluator do?

The PRIMARY tool for Spring Festival gift analysis and social interaction generation. Gift Evaluator is an agent skill from jjyaoao/HelloAgents. The PRIMARY tool for Spring Festival gift analysis and social interaction generation.

When should I use Gift Evaluator?

Gift Evaluator fits situations like: users upload photos of gifts (alcohol; etc.) to inquire about their value; how to respond socially.

How do I install Gift Evaluator in Claude Code?

Run `npx skills add jjyaoao/HelloAgents --skill gift-evaluator -a claude-code`. Or copy the skill folder (skills/gift-evaluator in jjyaoao/HelloAgents) into .claude/skills/gift-evaluator in your project. Claude Code loads it when a task matches its description.

How do I install Gift Evaluator in Codex?

Run `npx skills add jjyaoao/HelloAgents --skill gift-evaluator -a codex`. Or copy the skill folder (skills/gift-evaluator in jjyaoao/HelloAgents) into .agents/skills/gift-evaluator in your project. Codex loads it when a task matches its description.

Can I use Gift Evaluator 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 jjyaoao/HelloAgents --skill gift-evaluator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gift-evaluator, .gemini/skills/gift-evaluator, .github/skills/gift-evaluator and .opencode/skills/gift-evaluator in your project.

What does Gift Evaluator need to run?

Going by SKILL.md and its folder, Gift Evaluator needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Gift Evaluator 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 Gift Evaluator 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 Gift Evaluator use?

Gift Evaluator 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 Gift Evaluator use?

About 1.2k tokens (SKILL.md is roughly 4.8k 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 Gift Evaluator?

Skills that share tags, products or a category with Gift Evaluator: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gift Evaluator?

jjyaoao (a GitHub user) maintains it in jjyaoao/HelloAgents, which has 3,187 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 6, 2026.

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