Review Analysis
liangdabiao/amazon-sorftime-research-MCP-skill
对亚马逊商品评论进行深度分析，自动识别产品痛点、分析退货原因，生成改进建议和客服回复模板。Invoke when user uses /review-analysis command with a product ASIN.
Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output
Install News Sentiment Engine
$ npx skills add sickn33/agentic-awesome-skills --skill news-sentiment-engine -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills news-sentiment-engine --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/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/news-sentiment-engine .claude/skills/news-sentiment-engine && 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 "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .claude/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engineType 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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills news-sentiment-engine --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/news-sentiment-engine .agents/skills/news-sentiment-engine && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .agents/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills news-sentiment-engine --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/news-sentiment-engine .cursor/skills/news-sentiment-engine && 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 "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .cursor/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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/sickn33/agentic-awesome-skills.git --path skills/news-sentiment-engine--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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills news-sentiment-engine --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/news-sentiment-engine .gemini/skills/news-sentiment-engine && 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 "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .gemini/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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 sickn33/agentic-awesome-skills news-sentiment-engineInstalls 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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/news-sentiment-engine .github/skills/news-sentiment-engine && 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 "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .github/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills news-sentiment-engine --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/news-sentiment-engine .opencode/skills/news-sentiment-engine && 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 "news-sentiment-engine" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/news-sentiment-engine into .opencode/skills/news-sentiment-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "news-sentiment-engine", 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
news-sentiment-engine- GitHub stars
- 47k
- Used in
- 1 other repo
- Token cost
- ~918 tokens
- SKILL.md length
- 282 words
- Files
- 1
- Skills in repo
- 1,497
- Repo updated
- First seen
- Licence
- MIT
At a glance
Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output
- Tasks that involve Customer feedback analysis
- SKILL.md covers When to Use, What it does, Usage and Example Output, plus 5 more sections
- Calls pnpm and git; reaches github.com; needs ANTHROPIC_API_KEY
What it does
News Sentiment Engine is an agent skill from sickn33/agentic-awesome-skills. Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output
Its SKILL.md is about 920 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 Sales & Support, covering Customer feedback analysis. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.
When your agent uses it
- Tasks that involve Customer feedback analysis
Example prompts
- “/news-sentiment-engine”
Requirements
- A credential in ANTHROPIC_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit b84d35a. 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
Shell commands in SKILL.md call:
pnpmgit
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
jaehyunpark.gumroad.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
ANTHROPIC_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
News Sentiment Engine loads about 918 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 282 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:89
cp .env.example .env
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 sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 282 words, ~918 tokens.
Download SKILL.mdSave it as
.claude/skills/news-sentiment-engine/SKILL.md (or your agent's skills folder).- name
- news-sentiment-engine
- description
- Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output
- category
- research
- risk
- critical
- source
- community
- source_repo
- tellmefrankie/news-engine
- source_type
- community
- date_added
- 2026-05-13
- author
- tellmefrankie
- tags
- news, rss, sentiment-analysis, briefing, research
- tools
- claude, websearch
News Sentiment Engine (Free)
Collect and analyze AI/tech news from multiple sources with Claude-powered sentiment analysis. Open source lite version.
When to Use
- Use when preparing a concise AI or technology news briefing from multiple RSS sources.
- Use when you need ranked article summaries with sentiment, tags, and impact scoring.
- Use when monitoring industry changes across product launches, policy moves, and infrastructure shifts.
- Use when deduplicating overlapping coverage before writing a daily or weekly briefing.
What it does
- Collects news from 4+ RSS feeds (TechCrunch, The Verge, Ars Technica, Hacker News)
- Deduplicates articles across sources
- Ranks by importance (industry impact, technology trends, policy changes)
- Generates structured briefing with sentiment tags
- Outputs formatted briefing card
Usage
Collect latest AI/tech news from RSS feeds.
Rank top 5 by importance to the tech industry.
For each: summary (2-3 sentences), sentiment (positive/negative/neutral),
impact score (1-5), industry tags, one-sentence commentary.
Output as a structured briefing card.Example Output
AI/Tech News Briefing — 2026-05-13
1. OpenAI announces GPT-5 with 2M context window
Source: TechCrunch | Impact: 5/5
Tags: #AI #LLM #OpenAI
Sentiment: Positive
Summary: OpenAI unveiled GPT-5 with a 2M token context window and
improved reasoning. Enterprise pricing starts at $0.03/1k tokens.
Commentary: Direct competitive pressure on Anthropic Claude 3.5.
Enterprise deals may shift in H2 2026.
2. EU AI Act enforcement begins for high-risk systems
Source: The Verge | Impact: 4/5
Tags: #Regulation #EU #Compliance
Sentiment: NeutralOutput Format
For each article:
- Title + source + publish date
- Summary (2-3 sentences)
- Industry tags: [AI, Semiconductor, Cloud, etc.]
- Sentiment: Positive/Negative/Neutral
- Impact score: 1-5
- Commentary: 1-sentence industry perspective
Setup
The optional setup below clones and runs a third-party Node project from
tellmefrankie/news-engine. Review and pin that repository yourself before
running it, and do not expose API keys to an unreviewed checkout.
git clone https://github.com/tellmefrankie/news-engine
cd news-engine
pnpm install
cp .env.example .env
# Requires: ANTHROPIC_API_KEY
pnpm dev -- --collect-onlyNo paid APIs required for free tier. Anthropic API key only.
Limitations
- RSS feeds can lag, disappear, throttle, or duplicate syndicated coverage.
- Sentiment and impact scores are briefing aids, not authoritative market or policy analysis.
- The example setup runs third-party code; review the repository and environment variables before use.
- Outputs should be cross-checked against original article sources before publication or investment use.
Pro Version
Free tier covers news collection and basic analysis.
Full bundle — $29 one-time: Investment-grade analysis (portfolio impact scoring, options flow correlation, earnings catalyst detection), Telegram auto-delivery. → https://jaehyunpark.gumroad.com/l/tcyahy
Author
Core module from a production news analysis engine processing 50+ articles daily since 2026.
© sickn33, 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 skills/news-sentiment-engine of sickn33/agentic-awesome-skills.
Open the folder on GitHubat commit b84d35a
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 sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
News Sentiment Engine 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 |
|---|---|---|---|---|---|---|
| News Sentiment Engine this skillsickn33/agentic-awesome-skills | 47k | 1 repos | ~918 | Automated safety check: Notes | MIT | |
| Review Analysisliangdabiao/amazon-sorftime-research-MCP-skill | 959 | 1 repos | ~2.5k | Automated safety check: Pass | None | |
| Bggg Data Amazonbinggandata/bggg-skills | 605 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Zsxqunnoo/zsxq-skill | 304 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Roadtrip NavigatorWaybox-AI/roadtrip-skill | 126 | — | ~3.4k | Automated safety check: Pass | MIT | |
| Always Compareai-analyst-lab/ai-analyst | 304 | — | ~1.4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about News Sentiment Engine
What does News Sentiment Engine do?
Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output. News Sentiment Engine is an agent skill from sickn33/agentic-awesome-skills.
When should I use News Sentiment Engine?
News Sentiment Engine fits situations like: tasks that involve Customer feedback analysis.
How do I install News Sentiment Engine in Claude Code?
Run `npx skills add sickn33/agentic-awesome-skills --skill news-sentiment-engine -a claude-code`. Or copy the skill folder (skills/news-sentiment-engine in sickn33/agentic-awesome-skills) into .claude/skills/news-sentiment-engine in your project. Claude Code loads it when a task matches its description.
How do I install News Sentiment Engine in Codex?
Run `npx skills add sickn33/agentic-awesome-skills --skill news-sentiment-engine -a codex`. Or copy the skill folder (skills/news-sentiment-engine in sickn33/agentic-awesome-skills) into .agents/skills/news-sentiment-engine in your project. Codex loads it when a task matches its description.
Can I use News Sentiment Engine 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 sickn33/agentic-awesome-skills --skill news-sentiment-engine -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/news-sentiment-engine, .gemini/skills/news-sentiment-engine, .github/skills/news-sentiment-engine and .opencode/skills/news-sentiment-engine in your project.
What does News Sentiment Engine need to run?
Going by SKILL.md and its folder, News Sentiment Engine needs the command-line tools its instructions call (pnpm and git) and credentials named ANTHROPIC_API_KEY. Our summary lists: A credential in ANTHROPIC_API_KEY.
Does News Sentiment Engine access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: jaehyunpark.gumroad.com. This is read from the text; nothing was executed.
Is News Sentiment Engine safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does News Sentiment Engine use?
News Sentiment Engine 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 News Sentiment Engine use?
About 918 tokens (SKILL.md is roughly 3.7k 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 News Sentiment Engine?
Skills that share tags, products or a category with News Sentiment Engine: Review Analysis (liangdabiao/amazon-sorftime-research-MCP-skill, 959 stars), Bggg Data Amazon (binggandata/bggg-skills, 605 stars), Zsxq (unnoo/zsxq-skill, 304 stars) and Roadtrip Navigator (Waybox-AI/roadtrip-skill, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains News Sentiment Engine?
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.