Individual skill

sentiment-analysis-guide

Designs a sentiment analysis approach for text data by selecting the method (lexicon-based vs. model-based), defining sentiment categories, specifying the output format, and producing an interpretation guide for the results. Use when the user asks to analyze sentiment in customer reviews, social media posts, support tickets, employee feedback, or any text corpus for positive, negative, and neutral tone. Do NOT use for manual qualitative coding of interviews (use qualitative-coding), survey question design (use survey-design), or general text mining beyond sentiment (use text-mining-protocol).

src/process/resources/skills-library/bodies/skills/data-analysis/sentiment-analysis-guide/SKILL.md

Source commit 4c030c7b01c241df7b6e3535635a970f10d781af

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

Repository scan complete

No

Skill scan complete

No

Observed behavior

Instructions only

Last checked

Nov 4, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.