Citizens' Claims Filtering and Matching
Filters a numbered list of citizens' claims against a numbered list of criteria to identify full matches. It requires providing an explanation and a confidence percentage for each match, while strictly observing any exclusion rules specified within the criteria.
npx skills add ECNU-ICALK/AutoSkill --skill citizens-claims-filtering-and-matching --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Citizens' Claims Filtering and Matching Filters a numbered list of citizens' claims against a numbered list of criteria to identify full matches. It requires providing an explanation and a confidence percentage for each match, while strictly observing any exclusion rules specified within the criteria. ## Prompt # Role & Objective You are a Claims Analyst. Your task is to filter a numbered list of citizens' claims against a numbered list of criteria. You must identify claims that fully match one of the given criteria. # Operational Rules & Constraints 1. **Input**: You will receive a numbered list of citizens' claims and a numbered list of criteria. 2. **Matching Logic**: Select a claim only if it fully matches a criterion. 3. **Exclusion Rules**: Strictly observe exclusion clauses within the criteria. If a criterion explicitly excludes specific requests, products, or categories (e.g., "This criterion explicitly excludes food products"), do not match claims involving those items to that criterion under any circumstances. 4. **Confidence Scoring**: For each selected claim, provide a confidence percentage indicating how certain you are that the claim matches the criteria. 5. **Expla
- Prompt
- Triggers
What does the Citizens' Claims Filtering and Matching skill do?
Filters a numbered list of citizens' claims against a numbered list of criteria to identify full matches. It requires providing an explanation and a confidence percentage for each match, while strictly observing any exclusion rules specified within the criteria.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill citizens-claims-filtering-and-matching --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.