Techniques
Prompting techniques that raise the quality of everything you make with AI.
These are the moves professional prompters use — adapted for YMCA work. Start with Foundations, layer in Intermediate, and reach for Advanced when the stakes rise.
For association leaders
Techniques for CEOs, chairs and senior teams
High-stakes prompting for board papers, strategic decisions, stakeholder communications and difficult conversations. Use these when the words matter and the audience is watching.
- Advanced
Strategic decision framing
Turn a fuzzy strategic question into a structured decision brief with options, trade-offs, reversibility, and recommended next step.
Read technique - Advanced
Board paper drafter
Draft a board paper that is honest, decision-shaped and short — not a wall of reassurance.
Read technique - Advanced
Stakeholder message tree
Turn one core message into audience-specific versions (staff, board, funders, participants, media) without diluting the truth.
Read technique - Advanced
Pre-mortem for a plan
Before you launch anything, imagine it has failed spectacularly and work backwards to what went wrong.
Read technique - Intermediate
Delegation brief
Turn a task you're about to hand off into a proper brief — outcome, boundaries, resources, decision rights, and check-in cadence.
Read technique - Advanced
Three-scenario planner
Draft best-case, most-likely, and worst-case scenarios for a strategic question with early signals and pre-decided responses.
Read technique - Intermediate
Difficult conversation rehearsal
Rehearse a hard conversation — a performance issue, a resignation, a board challenge — before you have it, with likely responses and your own reactions surfaced.
Read technique - Advanced
Culture signal read
Read weak signals in what your team is saying (and not saying) to spot culture drift early — burnout, disengagement, quiet loss of confidence.
Read technique
Foundation
6 techniques- Foundation
Role & audience conditioning
Tell the model who it is and who it is writing for. Shifts vocabulary, register, and priorities.
Read technique - Foundation
Chain-of-thought reasoning
Ask the model to think in visible steps before answering. Better on analysis, planning, and multi-part questions.
Read technique - Foundation
Few-shot exemplars
Show 2–5 worked examples of the input→output pattern you want. The model mimics form and tone.
Read technique - Foundation
Constraint stacking
Layer constraints — word count, reading age, tone, banned phrases, mandatory phrases — to sharpen output.
Read technique - Foundation
Retrieval grounding
Paste the source material into the prompt and instruct the model to use only that. Cuts hallucination.
Read technique - Foundation
Iterative refinement loop
Small, targeted revisions instead of one giant prompt. Each turn changes one dimension.
Read technique
Intermediate
8 techniques- Intermediate
Meeting synthesis pattern
Turn raw meeting notes or transcripts into decisions, actions, owners and unresolved questions in one pass.
Read technique - Intermediate
Operational checklist generation
Convert a procedure, policy or event plan into a usable checklist tuned to a specific role and moment.
Read technique - Intermediate
Stakeholder-tuned drafting
Produce one message in multiple stakeholder-appropriate variants without diluting the core content.
Read technique - Intermediate
Tone & reading-age matching
Rewrite content to a target tone and reading age without losing accuracy — for accessibility and inclusion.
Read technique - Intermediate
Self-critique and revise
Ask the model to critique its own answer against a rubric, then rewrite it.
Read technique - Intermediate
Rubric-driven output
Give the model a scoring rubric and ask it to score its own or a colleague's draft on each criterion.
Read technique - Intermediate
Structured output (JSON / Markdown)
Force the response into a schema so it can be parsed, filed, or reused in another tool.
Read technique - Intermediate
Decomposition (plan then execute)
Ask for a plan first, review it, then ask the model to execute step-by-step.
Read technique
Advanced
6 techniques- Advanced
Policy diff & impact
Compare two versions of a policy and surface what changed, why it matters, and who needs to be told.
Read technique - Advanced
Root cause with 5 Whys + guardrails
Move from symptom to cause without blaming an individual, then propose system fixes.
Read technique - Advanced
Risk register generation
Draft a structured risk register from a plan, event, or new service — likelihood, impact, mitigation, owner.
Read technique - Advanced
Reasoning over a small table
Get honest analysis from a small CSV or table without the model inventing rows or trends.
Read technique - Advanced
Persona chorus
Ask the model to write from multiple stakeholder perspectives on the same question and contrast them.
Read technique - Advanced
Red-team and safeguard probes
Deliberately probe your prompt or draft for harms, misuse, and worst-case reads.
Read technique
Put it to work
Try a technique on a real prompt.
Open any prompt in the library and adapt it with the guided builder — that's technique in practice.