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Policy brief

Skill SkillMedev/academic-researcher/skills/policy-brief

Literature reviews, systematic reviews, citations, and policy briefs.

Install
npx -y skills add SkillMedev/academic-researcher --skill policy-brief

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Writes a concise, evidence-based policy brief - problem, options compared on consistent criteria, and a recommendation - that a decision-maker can act on in minutes. Use when someone asks "write a policy brief", "summarize the evidence and options for this decision", "brief the minister/board/council on X", or needs a one-to-four-page document that turns research into a recommended action. Do NOT use for persuasive opinion pieces - use op-ed-writer instead; for long-form marketing documents, use whitepapers; for condensing an existing long document, use executive-summary.

SKILL.md

6.1 KB, as published. Nobody here has run it

Policy Brief

A brief exists to inform one specific choice by one specific decision-maker - not to survey a literature. The costly failure is the brief that is read only as far as its summary and gives the reader nothing actionable there, or that strawmans the rejected options and loses credibility the moment a stakeholder notices. Write so that a busy reader who stops after the first half-page still knows the problem, the recommendation, and why.

Inputs to collect

  1. Who decides, and what decision they face - the single question the brief must answer. If the user cannot name the decision, help them narrow it before writing; "inform them about X" is not a decision.
  2. The decision deadline and any political, budget, or legal constraints that rule options in or out.
  3. The evidence available: studies, data, prior evaluations. Note what is missing; gaps shape how strongly the brief can recommend.
  4. The audience's technical depth. Default: intelligent non-specialist - define every acronym on first use.
  5. Length target. Default: one to four pages. Longer than four pages is a report, not a brief.

Label anything assumed rather than supplied.

Operating procedure

Order matters: options cannot be compared until criteria are fixed, and the executive summary is written last even though it appears first.

  1. Fix the decision and criteria. State the choice in one sentence. Choose 3-5 comparison criteria - effectiveness, cost, equity, feasibility, time-to-impact are the standard set - and hold them constant across every option.
  2. Draft the problem statement. What is wrong, who is affected, why now, and the cost of inaction. Quantify wherever possible; a problem without a number invites indefinite delay.
  3. Compress the background. Only what is needed to understand the problem - typically one to two paragraphs.
  4. Assemble the evidence. Cite credible primary sources; note the strength and limitation of each. Distinguish strong causal evidence (randomized or well-identified quasi-experimental) from correlation and from expert opinion, and say which is which. Present evidence on all sides, including findings inconvenient to the eventual recommendation.
  5. Build 2-4 realistic options, always including the status quo. For each: how it works, expected impact, cost, feasibility, key trade-offs - scored against the fixed criteria in a comparison table. Do not strawman the options you reject; state each option's best case fairly.
  6. Recommend and condition. Name the preferred option, the reasoning against the criteria, the assumptions it rests on, and the conditions under which the recommendation would change.
  7. Sketch implementation. Concrete first steps, owners, and timeline - a recommendation without a first step is a suggestion.
  8. Write the executive summary last. Problem plus recommendation in 3-4 sentences that stand alone. Many readers read nothing else.

Options table template

Criteria (weight)    | Option A: [FILL] | Option B: [FILL] | Status quo
Effectiveness        | [FILL]           | [FILL]           | [FILL]
Cost (annual)        | $[FILL]          | $[FILL]          | $[FILL]
Equity impact        | [FILL]           | [FILL]           | [FILL]
Feasibility          | High/Med/Low     | High/Med/Low     | High/Med/Low
Time to impact       | [FILL] months    | [FILL] months    | n/a
Key trade-off        | [FILL]           | [FILL]           | cost of inaction: [FILL]

Bad summary: "This brief examines several approaches to school absenteeism and discusses their relative merits." Good summary: "Chronic absenteeism has doubled to 28% of students since the baseline year. Of three options assessed, targeted mentoring is recommended: evaluations show a 4-6 percentage-point reduction at roughly $1,500 per student, versus weak evidence for automated messaging alone. Begin with a two-school pilot next term."

Deliverable

Produce a one-to-four-page brief containing: title and standalone executive summary; quantified problem statement; minimal background; evidence section with sources graded by strength; 2-4 options scored in a consistent comparison table; a conditioned recommendation; and implementation first steps with owners and timeline.

Do NOT

  • Do not bury the recommendation at the end. Lead with the bottom line (BLUF); the structure of a brief is conclusion-first, evidence-after.
  • Do not present only supporting evidence. Omitting the strongest counter-evidence is the fastest way to lose a skeptical reader - and decision-makers employ skeptical staff.
  • Do not mix evidence with values silently. Separate what is (evidence) from what should be (normative choices) and label the normative ones.
  • Do not compare options on shifting criteria - praising one option's cost and another's speed hides the real trade-off.
  • Do not exceed four pages or leave jargon and acronyms unexplained.

Quality bar

Before shipping: the executive summary stands alone and states the recommendation; every factual claim has a findable citation; evidence strength is graded, not asserted; all options - including status quo - are scored on identical criteria; assumptions and change-conditions are explicit; a reader can identify the first implementation step and its owner.

Escalation

A brief informs a decision; it is not legal advice, and options touching statute, regulation, or liability need counsel review before adoption. For verifying a load-bearing statistic before it anchors the problem statement, use fact-checker. For deep sourcing on an unfamiliar topic before drafting, run deep-research first.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.