96
Reusable Reviewer Persona Definition for Automated Pre-Review
Define a scoped automated reviewer persona that produces consistent first-pass review comments
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
96
Tactile Texture Map Generator for Digital Sculpting
Generates seamless-ready material samples (bark, skin, metal) for use as brushes or textures in 3D software.
96
Voice-of-Customer Digest
Top five customer themes with real quotes, sources and suggested product actions.
95
8D Report Framework - D0 to D3 Rapid Response
Standardized immediate response documentation for containing quality spills.
95
BESS Fire Safety and Thermal Runaway Hazard Mitigation Plan
Develops safety protocols and siting requirements for Battery Energy Storage Systems (BESS).
95
Complex Entitlement Eligibility Logic Auditor
Audits citizen applications against statutory requirements to flag discrepancies and confirm eligibility status.
95
Course Equivalency & Transfer Articulation Logic Builder
Drafts standardized logic for evaluating external transcripts against internal degree requirements.
95
Data Contract Specification for Producer-Consumer Decoupling
Generates a formal data contract using YAML/JSON Schema to prevent breaking changes in downstream pipelines.
95
Decoupling Mechanism Design and Revenue Reconciliation Framework
Architects a revenue decoupling mechanism to separate utility sales volumes from fixed cost recovery.
95
Economic Value to the Customer (EVC) Pricing Framework
Calculate and communicate price based on the total monetary value delivered relative to a competitor.
95
Hierarchical Multi-Agent Conflict Resolution Protocol
System instructions for a 'Lead' agent to resolve contradictory outputs from sub-agents.
95
Incremental Replacement Plan for a Legacy Subsystem
Plan a seam-by-seam replacement of a legacy subsystem while it keeps serving traffic
95
Jobs-to-be-Done (JTBD) Progress Map
Define the 'struggling moment' and the desired progress to uncover non-obvious competitive advantages.
95
Nonprofit Impact Audit Framework
Evaluates program outcomes against donor intent and mission statements to prevent 'mission drift'.
95
Nonprofit Program Theory of Change Builder
Develops a logical framework connecting nonprofit activities to long-term societal outcomes.
95
Observation Protocol & Coding Scheme Designer
Develops structured frameworks for ethnographic or behavioral observation data collection.
95
Parallel Sectioning with Deterministic Aggregation
Split a task into independent sections evaluated concurrently, then aggregate results in code rather than in a model call.
95
Participatory Action Research (PAR) Engagement Framework
Builds a collaborative research design that involves stakeholders as co-researchers.
95
Participatory Impact Assessment (PIA) Guide
Design a framework for including beneficiaries in the evaluation process.
95
Phase 1 First-in-Human (FIH) Dose Escalation Logic
Calculates and justifies the starting dose and escalation increments for Phase 1 trials based on NOAEL and MTD.
95
Post-Engagement Knowledge Asset Distiller
Extracts reusable intellectual property and methodologies from raw delivery artifacts for internal repositories.
95
Prompt Chain with Programmatic Gates
Decompose a task into a fixed sequence of model calls where each step consumes the previous output and a code gate blocks bad handoffs.
95
Residual Land Value Sensitivity Matrix Generator
Calculates land value thresholds across varying density and build-cost scenarios.
95
Reverse-Engineering Brief for Inherited Code
Explain what unfamiliar inherited code does and where it is dangerous to change
95
SAST/DAST Vulnerability Triage Narrator
Analyzes automated scanner outputs to prioritize remediation and eliminate false positives.
95
SOC2 Type II Control Mapping & Gap Analysis
Maps existing technical controls against SOC2 Trust Services Criteria to identify compliance gaps.
95
Social Infrastructure & S106/CIL Impact Report
Estimates developer contributions and their impact on project margins.
95
Student Grievance & Appeal Adjudication Framework
Standardizes the review process for formal student complaints to ensure due process and compliance.
95
Supply Chain Security & SBOM Risk Analyzer
Audits Software Bill of Materials (SBOM) for vulnerable dependencies and license risks.
95
Vendor Performance Remediation Framework
Drafts formal 'Notice of Cure' and performance improvement plans for underperforming public contractors.
95
Vulnerable Population Outreach Strategy Designer
Develops targeted communication and service delivery plans for hard-to-reach citizen groups.
95
Workforce Reduction (RIF) Selection Logic Auditor
Reviews the criteria and logic used for layoffs to ensure objective, non-discriminatory selection.
94
Build or Buy Operator
Decide build, buy or partner using cost, control and time to value.
94
Churn Signal Analysis
Find the behaviours that precede churn and propose interventions.
94
Cloud Cost Reduction
Cut cloud spend without degrading reliability.
94
Code-Orchestrated Agent Chain with Structured Gates
Move flow control out of the model: chain agents in application code using structured outputs, parallel execution and an evaluator loop.
94
Developer Docs Rewrite
Rewrite developer docs so a first-time integrator succeeds without support.
94
Feature Deprecation Plan
Retire a feature without breaking trust or contracts.
94
minimalist-user-flow-diagram-wireframe
Generates high-level flowcharts and wireframe sequences to visualize user journeys.
94
One-Page Product Management Sheet
A problem-first, minimal one-page spec with stories, acceptance criteria and a success metric.
94
Opportunity Ranking
Ranks candidate product ideas by impact, confidence and effort with a one-line rationale.
94
Release Notes (Plain English)
Short release notes that explain what changed, why it matters and how to use it.
94
Release Readiness Operator
Decide whether a release ships, using evidence rather than optimism.
94
Role-Goal-Backstory Agent Definition Builder
Turn a job description into a framework-ready agent definition with role, goal, backstory and behaviour settings.
94
SaaS Onboarding Flow
Design an onboarding flow that delivers first value in under ten minutes.
94
Security Review Checklist
Review a feature for authentication, authorisation and data exposure.
94
Software Engineering Agent Operating Guidelines
Write the operating guidelines for a coding agent covering communication triggers, root-cause discipline, convention matching and check-running.
94
Technical Product Spec
Write a spec that states the problem, the shape of the solution and what is out of scope.