Sentiment Analyzer
This one's for processing customer feedback at scale without burning hours on manual categorization. It runs transformer models locally to analyze sentiment in reviews, NPS responses, or support tickets, giving you scored outputs from very positive to very negative. The batch processing handles CSVs and generates HTML reports with breakdown summaries. ClawFu built it with both heavy ML and lighter CPU options depending on your setup. Honestly most useful when you've got hundreds of text entries to sort through and need to spot patterns fast. The categorization table showing score ranges is helpful for setting up automations or dashboards based on sentiment thresholds.
- skills.sh installs
- 221
- GitHub stars
- 150
- last updated
- Aug 21, 2026
Install
$ npx -y skills add guia-matthieu/clawfu-skills --skill sentiment-analyzer --agent claude-codeInstalls into .claude/skills of the current project.
Files
Sentiment Analyzer
Analyze sentiment in customer feedback using transformer models - understand what your customers really feel at scale.
When to Use This Skill
- Review analysis - Process hundreds of product reviews
- NPS feedback - Categorize open-ended survey responses
- Social listening - Monitor brand sentiment on social media
- Campaign feedback - Evaluate response to marketing campaigns
- Support insights - Categorize support ticket sentiment
What Claude Does vs What You Decide
| Claude Does | You Decide |
|---|---|
| Structures analysis frameworks | Metric definitions |
| Identifies patterns in data | Business interpretation |
| Creates visualization templates | Dashboard design |
| Suggests optimization areas | Action priorities |
| Calculates statistical measures | Decision thresholds |
Dependencies
pip install transformers torch pandas click
# Or for lighter CPU-only version:
pip install textblob vaderSentiment pandas click
Commands
Sponsors
Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthly
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any language
Agent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/guia-matthieu/clawfu-skills
- Categories
- DevOps & CI/CD, Data Science & ML, Marketing & SEO
- First seen
- Jun 3, 2026
More from guia-matthieu/clawfu-skills
All 96- Lead Qualification Bant220
- Persona Generator220
- Skill Orchestrator220
- Aarrr Metrics219
- Lean Canvas218
- Linkedin Post218
- Ad Spend Optimizer217
- Brand Voice Learner217
- Health Score Monitor217
- Product Led Growth214
- Whisper Transcription980
- Yc Pitch Deck841
- Conversion Copywriting711
- Sound Design Film705
- Web Scraper590
- Report Generator558
- Persuasion Principles509
- Audio Editing450
- Headline Formulas431
- Design Trends 2026425
- Social Listening416
- Content Writing398
- First Principles397
- Email Writing375
Recommended
More DevOps & CI/CD1
persona-generatorguia-matthieu/clawfu-skillsCreate research-backed buyer personas that drive real marketing and product decisions. Combine Buyer Personas methodology with Jobs-to-be-Done to build profiles220skills.sh installs
persona-generatorguia-matthieu/clawfu-skillsCreate research-backed buyer personas that drive real marketing and product decisions. Combine Buyer Personas methodology with Jobs-to-be-Done to build profiles220skills.sh installs2
hyperframesnexu-io/open-designCreate video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. Use when 220skills.sh installs
hyperframesnexu-io/open-designCreate video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. Use when 220skills.sh installs3
x-impact-checkermanojbajaj95/claude-gtm-pluginAnalyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture. Use whe218skills.sh installs
x-impact-checkermanojbajaj95/claude-gtm-pluginAnalyze and optimize X (Twitter) posts for viral potential and reach using heuristics inspired by X's published open-source recommendation architecture. Use whe218skills.sh installs4
benchling-integrationdavila7/claude-code-templatesBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for 216skills.sh installs
benchling-integrationdavila7/claude-code-templatesBenchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for 216skills.sh installs5
find-skillsagentbay-ai/agentbay-skillsHelps users discover, search and install agent skills from the marketplace. Use when the user wants to find a skill, discover new capabilities, find specific to215skills.sh installs
find-skillsagentbay-ai/agentbay-skillsHelps users discover, search and install agent skills from the marketplace. Use when the user wants to find a skill, discover new capabilities, find specific to215skills.sh installs6
news-shoppingmerit-systems/agentcash-skillsSearch Google News and Google Shopping using Serper APIs via x402. USE FOR: - Finding recent news articles on a topic - Current events and breaking news - Produ215skills.sh installs
news-shoppingmerit-systems/agentcash-skillsSearch Google News and Google Shopping using Serper APIs via x402. USE FOR: - Finding recent news articles on a topic - Current events and breaking news - Produ215skills.sh installs