Build a school improvement plan from assessment results

Context

A school principal, head of curriculum, or district administrator who has received institutional assessment results and needs to translate the data into an actionable improvement plan with objectives, responsible parties, and timelines.

Originally written for Chilean classrooms. References to SIMCE (national standardized test), sostenedor (school district/owner), UTP (curriculum head), CPEIP (national teacher training center), and PIE (special education integration program) reflect the Chilean school system. Replace with your local equivalents.

Paste first

Before writing the prompt, have at hand:

• An aggregated summary of results (no individual student data): for example, achievement percentages by grade and subject, or the most significant gaps identified
• The three or four improvement areas the leadership team has already identified as priorities
• Available resources: professional development hours, approximate budget, external support if any
• The plan's timeline: one semester or a full academic year?

Important: Do not paste individual student data (name, ID number, grade, psychological or special needs reports). Use aggregated or anonymized figures only.

Act as an educational management advisor with experience in schools from diverse contexts (public, voucher-funded, private).

I'll share a summary of my school's assessment results and the areas we've identified as priorities. Your task is to help me structure an institutional improvement plan for {{timeframe, e.g. "the second semester of 2026"}}.

**School context:**
- School type: {{public / voucher-funded / private}}
- Approximate number of students: {{number}}
- Grade levels served: {{e.g., "pre-K through grade 8"}}

**Results summary (aggregated figures, no individual data):**
{{paste your summary here — e.g.: "In the March diagnostic, 40% of grade 3 students did not reach the expected level in reading comprehension. In math, the gap widened compared to last year in grades 7 and 8."}}

**Priority improvement areas identified by the leadership team:**
1. {{area 1}}
2. {{area 2}}
3. {{area 3, if applicable}}

**Available resources:**
- {{professional development hours or days available}}
- {{approximate budget, or note if no additional budget exists}}
- {{external support: district, national teacher training, consulting firm, none}}

**What I need:**
An improvement plan with the following structure:
- General objective of the plan (one sentence)
- For each priority area: specific objective, concrete actions (max 3 per area), suggested responsible party, timeline, and a measurable achievement indicator
- Two alerts about what could go wrong in implementation and how to prevent it
- A recommendation for how to genuinely involve teachers in the plan design (not just execution)

Expected output

**General objective:** Improve reading comprehension outcomes in grade 3 and reduce the math gap in grades 7–8, through classroom coaching and collaborative teacher work during the second semester.

**Area 1: Grade 3 reading comprehension**
- Specific objective: 60% of students reaching expected level by year-end
- Action 1: weekly qualitative diagnostic in reading circles — Responsible: curriculum head — Timeline: July–August
- Action 2: bi-weekly classroom observation of the three grade 3 teachers — Responsible: principal — Timeline: August–November
- Indicator: % achievement on exit assessment, December

**Alerts:**
- Risk: teachers receive the plan as oversight, not support. Prevention: present it in a staff meeting with real space for adjustment.

Watch out for

• Do not paste individual student data (name, ID number, special education diagnosis, grade). The model doesn't need that information to help you plan.
• The model can generate very optimistic plans that don't account for teachers' actual workload. Check each proposed action against the school's real calendar.
• Generic indicators ("improve quality") don't work in an improvement plan. If the model proposes them, ask it to make them measurable with a concrete deadline.

Suggested iteration

If the plan is too ambitious for your available resources, ask: "We have capacity for a maximum of 2 actions per area this semester. Which ones would you prioritize and why?" If you want the plan as a table for a staff meeting, ask: "Format the plan as a Markdown table with columns: area — objective — action — responsible — timeline — indicator."