Policy Brief

Produces a balanced, structured policy brief that distills complex legislation into actionable impact analysis for diverse stakeholders.

Prerequisites

Legislation text — full bill text, enrolled version, or enacted law
Legislative history (optional) — committee reports, fiscal notes, floor statements, amendment records
Supplemental materials (optional) — CBO/CRS analyses, agency impact statements, stakeholder comment letters

Quick Start

Gather legislation text and any available history/analysis
Follow the output structure below section by section
Apply guidelines throughout — objectivity, plain language, fact vs. projection
Mark unverified statutory citations with [VERIFY]

Output Structure

1. Executive Summary (2–3 paragraphs)

Cover: policy area, problem addressed, primary mechanism, and net expected impact (one-sentence takeaway).

2. Background & Context

Policy problem and triggering events
Prior legislative attempts or existing law being modified
Political context: sponsors, coalitions, amendment history
Comparable policies in other jurisdictions

3. Key Provisions

| Provision | Description | Effective Date | Mandatory/Discretionary | Sunset? | |-----------|-------------|----------------|------------------------|---------| | § ___ | ... | ... | ... | ... |

Flag phased implementation and delegated rulemaking authority.

4. Impact Analysis

Analyze across four dimensions:

Economic — effects on businesses (by size/sector), government budgets, individuals; include quantitative projections from fiscal notes/CBO scores where available
Social — affected populations, equity/distributional effects, public health/education/safety implications
Legal & Regulatory — constitutional considerations, federalism implications, relationship to existing framework, new compliance/enforcement mechanisms
Implementation — responsible agencies, resource requirements, timeline/phasing, administrative capacity concerns

5. Stakeholder Positions

| Stakeholder | Position | Rationale | |-------------|----------|-----------| | ... | Support/Oppose/Mixed | ... |

Present viewpoints without advocacy. Note coalition alignments.

6. Risks & Open Questions

Unintended consequences and genuine uncertainty
Implementation bottlenecks and litigation risk
Questions dependent on future rulemaking or appropriations

7. Sources

List key sources consulted (legislation text, committee reports, agency analyses, academic studies).

Pitfalls & Checks

Objectivity is paramount — inform, do not persuade; acknowledge all sides of legitimate debate
Plain language — define legal/technical terms on first use; use concrete examples for abstract mechanisms
Fact vs. projection — label estimates, forecasts, and contested claims explicitly
Target length — 3–6 pages; optimize for time-constrained readers
Jurisdiction — default to U.S. federal; note state-level interactions where relevant
Citations — mark any statutory citation not from provided materials with [VERIFY]
Audience — write for policy professionals and informed non-specialists