Template library

2,142 engineered scaffolds across 26 categories. Pick a category, drill into a subcategory, then open one straight into the engine.

2,142
templates
26
categories
156
subcategories

Prompt Engineering · 48 shown · 60 total

92

Step-by-step reasoning scaffold — proof-first brief

A structured proof-first brief for step-by-step reasoning scaffold, leading with the sharpest proof point first.

Reasoning scaffolds
90

Step-by-step reasoning scaffold — quick-win sequence

A structured quick-win sequence for step-by-step reasoning scaffold, sequencing the work from quick wins to deeper changes.

Reasoning scaffolds
88

Delimiter and structure pattern — trade-off analysis

A structured trade-off analysis for delimiter and structure pattern, framing every trade-off against cost and effort.

Prompt patterns
88

Few-shot example set — proof-first brief

A structured proof-first brief for few-shot example set, leading with the sharpest proof point first.

Few-shot design
88

Instruction conflict audit — trade-off analysis

A structured trade-off analysis for instruction conflict audit, framing every trade-off against cost and effort.

Prompt debugging
88

Model comparison harness — proof-first brief

A structured proof-first brief for model comparison harness, leading with the sharpest proof point first.

Model comparison
88

Negative example pack — trade-off analysis

A structured trade-off analysis for negative example pack, framing every trade-off against cost and effort.

Few-shot design
88

Prompt failure diagnosis — proof-first brief

A structured proof-first brief for prompt failure diagnosis, leading with the sharpest proof point first.

Prompt debugging
88

Prompt pattern library entry — proof-first brief

A structured proof-first brief for prompt pattern library entry, leading with the sharpest proof point first.

Prompt patterns
88

Self-critique loop — trade-off analysis

A structured trade-off analysis for self-critique loop, framing every trade-off against cost and effort.

Reasoning scaffolds
88

Side-by-side output review — trade-off analysis

A structured trade-off analysis for side-by-side output review, framing every trade-off against cost and effort.

Model comparison
87

Assumption surfacing prompt — operating runbook

A structured operating runbook for assumption surfacing prompt, laying it out as a step-by-step runbook.

Reasoning scaffolds
87

Example refresh review — operating runbook

A structured operating runbook for example refresh review, laying it out as a step-by-step runbook.

Few-shot design
87

Migration readiness check — operating runbook

A structured operating runbook for migration readiness check, laying it out as a step-by-step runbook.

Model comparison
87

Plan-then-execute prompt — decision matrix

A structured decision matrix for plan-then-execute prompt, structuring it as a decision-ready comparison.

Reasoning scaffolds
87

Plan-then-execute prompt — skim-proof draft

A structured skim-proof draft for plan-then-execute prompt, writing for a sceptical reader who skims.

Reasoning scaffolds
87

Regression test set — operating runbook

A structured operating runbook for regression test set, laying it out as a step-by-step runbook.

Prompt debugging
87

Tool-use prompt pattern — operating runbook

A structured operating runbook for tool-use prompt pattern, laying it out as a step-by-step runbook.

Prompt patterns
86

Constraint stacking pattern — risk review

A structured risk review for constraint stacking pattern, stress-testing the weakest assumption first.

Prompt patterns
86

Cost and latency trade-off — risk review

A structured risk review for cost and latency trade-off, stress-testing the weakest assumption first.

Model comparison
86

Decomposition prompt — risk review

A structured risk review for decomposition prompt, stress-testing the weakest assumption first.

Reasoning scaffolds
86

Edge case exemplars — audience variants

A structured audience variants for edge case exemplars, adapting one core message to three audiences.

Few-shot design
86

Edge case exemplars — one-page brief

A structured one-page brief for edge case exemplars, compressing everything into a one-page brief.

Few-shot design
86

Format demonstration set — risk review

A structured risk review for format demonstration set, stress-testing the weakest assumption first.

Few-shot design
86

Output drift review — risk review

A structured risk review for output drift review, stress-testing the weakest assumption first.

Prompt debugging
85

Ambiguity hunt pass — decision matrix

A structured decision matrix for ambiguity hunt pass, structuring it as a decision-ready comparison.

Prompt debugging
85

Ambiguity hunt pass — skim-proof draft

A structured skim-proof draft for ambiguity hunt pass, writing for a sceptical reader who skims.

Prompt debugging
85

Assumption surfacing prompt — question-led outline

A structured question-led outline for assumption surfacing prompt, opening with the question the reader is really asking.

Reasoning scaffolds
85

Constraint stacking pattern — metrics-anchored plan

A structured metrics-anchored plan for constraint stacking pattern, anchoring each point to a measurable outcome.

Prompt patterns
85

Cost and latency trade-off — metrics-anchored plan

A structured metrics-anchored plan for cost and latency trade-off, anchoring each point to a measurable outcome.

Model comparison
85

Decomposition prompt — metrics-anchored plan

A structured metrics-anchored plan for decomposition prompt, anchoring each point to a measurable outcome.

Reasoning scaffolds
85

Delimiter and structure pattern — repeatable checklist

A structured repeatable checklist for delimiter and structure pattern, building a checklist the team can rerun weekly.

Prompt patterns
85

Evaluation rubric draft — decision matrix

A structured decision matrix for evaluation rubric draft, structuring it as a decision-ready comparison.

Model comparison
85

Evaluation rubric draft — skim-proof draft

A structured skim-proof draft for evaluation rubric draft, writing for a sceptical reader who skims.

Model comparison
85

Example refresh review — question-led outline

A structured question-led outline for example refresh review, opening with the question the reader is really asking.

Few-shot design
85

Example selection criteria — decision matrix

A structured decision matrix for example selection criteria, structuring it as a decision-ready comparison.

Few-shot design
85

Example selection criteria — skim-proof draft

A structured skim-proof draft for example selection criteria, writing for a sceptical reader who skims.

Few-shot design
85

Few-shot example set — quick-win sequence

A structured quick-win sequence for few-shot example set, sequencing the work from quick wins to deeper changes.

Few-shot design
85

Format demonstration set — metrics-anchored plan

A structured metrics-anchored plan for format demonstration set, anchoring each point to a measurable outcome.

Few-shot design
85

Instruction conflict audit — repeatable checklist

A structured repeatable checklist for instruction conflict audit, building a checklist the team can rerun weekly.

Prompt debugging
85

Migration readiness check — question-led outline

A structured question-led outline for migration readiness check, opening with the question the reader is really asking.

Model comparison
85

Model comparison harness — quick-win sequence

A structured quick-win sequence for model comparison harness, sequencing the work from quick wins to deeper changes.

Model comparison
85

Negative example pack — repeatable checklist

A structured repeatable checklist for negative example pack, building a checklist the team can rerun weekly.

Few-shot design
85

Output contract pattern — audience variants

A structured audience variants for output contract pattern, adapting one core message to three audiences.

Prompt patterns
85

Output contract pattern — one-page brief

A structured one-page brief for output contract pattern, compressing everything into a one-page brief.

Prompt patterns
85

Output drift review — metrics-anchored plan

A structured metrics-anchored plan for output drift review, anchoring each point to a measurable outcome.

Prompt debugging
85

Prompt failure diagnosis — quick-win sequence

A structured quick-win sequence for prompt failure diagnosis, sequencing the work from quick wins to deeper changes.

Prompt debugging
85

Prompt pattern library entry — quick-win sequence

A structured quick-win sequence for prompt pattern library entry, sequencing the work from quick wins to deeper changes.

Prompt patterns