Mistral Large 4 Prompt Generator

Perform a security review of this code. Identify every vulnerability, ranked by CVSS score (Critical → High → Medium → Low). For each finding give: the vulnerable line, the attack vector, proof-of-concept exploit steps, and the exact code change to fix it. Flag any credentials, secrets or API keys that appear in plain text. ``` [Paste code] ```

Audit this financial model. 1. List every formula that could silently return an error or wrong value under edge-case inputs (zero, negative, very large numbers). 2. Identify any circular reference risks. 3. Check that discount rate, growth rate and terminal value assumptions are internally consistent. 4. Flag any hard-coded numbers that should be input cells. [Paste model structure or formulas]

Review this manufacturing process specification and identify: 1. Bottlenecks that limit throughput 2. Quality control gaps where defects could pass undetected 3. Energy or material waste reduction opportunities 4. Safety risks under normal and abnormal operating conditions For each item: current state, the problem, proposed change, and expected improvement. [Paste process spec or description]

Compare this policy or procedure against [regulation/standard, e.g. ISO 27001 / GDPR / SOC 2]. For each requirement in the regulation: - State whether we are Compliant, Partially Compliant, or Non-Compliant - Cite the specific clause - For gaps: state the risk if unaddressed and the minimum change needed to achieve compliance [Paste policy text or description]

Review this codebase for architectural issues. Focus on: 1. Coupling — modules that are too interdependent to test or change in isolation 2. Missing abstractions — repeated patterns that should be generalised 3. Data consistency risks — places where the same state is owned by two parts of the system 4. Observability gaps — errors or slow paths that would be invisible in production For each issue: location, the specific risk, and the smallest refactor that fixes it. [Paste architecture diagram or key file contents]

Analyse this earnings call transcript. Extract: 1. Management's top 3 stated priorities for the next 12 months 2. Metrics that beat or missed guidance, with the delta 3. Risks management acknowledged versus risks they avoided discussing 4. Any change in tone compared to the prior quarter transcript I'll paste below 5. Three questions an analyst should ask on the next call [Paste transcript] [Paste prior quarter transcript if available]

Build a STRIDE threat model for this new feature. Feature description: [describe feature — what data it handles, who can access it, how it connects to other systems] For each STRIDE category (Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, Elevation of Privilege): - List plausible threats - Rate likelihood (High/Medium/Low) - State the mitigation control we should build

Write developer documentation for this module. Include: - One-paragraph overview of what it does and when to use it - All public functions: signature, parameters with types and constraints, return value, and one usage example each - Error conditions and what each error means for the caller - Any performance characteristics the caller should know Use the existing docstring style if present; fill gaps where none exists. ``` [Paste code] ```

Summarise the competitive landscape for [your product/market]. For each of the top 5 competitors: 1. Their core positioning in one sentence 2. Pricing model and entry price 3. Biggest strength vs your product 4. Biggest weakness vs your product 5. Most recent notable move (product, pricing, partnership, acquisition) End with: the one competitor most likely to hurt us in the next 12 months and why. [Paste competitor data, pricing pages, or describe what you know]

This query is slow. Diagnose it. Query: ```sql [Paste query] ``` Table sizes: [e.g. orders: 50M rows, customers: 2M rows] Current execution time: [e.g. 12 seconds] Target: [e.g. under 500ms] Explain what is causing the slowness, then provide the optimised query with comments explaining each change. If an index would help, give the exact CREATE INDEX statement.

Build a risk register for this project. Project: [brief description] Key deliverables: [list them] Timeline: [start and end dates] Team: [size and key roles] For each risk identified: - Risk description - Category (Technical / Schedule / Resource / External / Quality) - Likelihood (1–5) - Impact (1–5) - Risk score (L × I) - Mitigation strategy - Owner

Analyse this image and produce a structured report. Report sections: 1. What is shown — describe the scene, objects and people 2. Technical quality — lighting, focus, resolution, any defects 3. Key measurements or readings visible (gauges, text, labels, charts) 4. Anomalies — anything unexpected or that requires attention 5. Recommended action if any [Attach image]

Review this contract from the perspective of [party A / party B]. Flag every clause that: - Imposes unlimited liability or indemnity - Grants IP rights beyond what is needed for the transaction - Contains auto-renewal or difficult termination conditions - Allows unilateral amendment - Has an unusual governing law or dispute-resolution forum For each flag: quote the clause, explain the risk in plain language, and suggest revised wording. [Paste contract text]

Write a blameless post-mortem for this incident. Incident summary: [what happened, when, duration, user impact] Timeline of events: [paste or describe] What we did to resolve it: [actions taken] Post-mortem structure: 1. Executive summary (3 sentences) 2. Timeline with UTC timestamps 3. Root cause — the first cause that, if fixed, prevents this class of incident 4. Contributing factors 5. Action items — owner, due date, and how it prevents recurrence

Synthesise these research papers into a structured literature review on [topic]. For each paper: one-line summary, key finding or method, and study limitations. Then provide: 1. Areas of consensus across papers 2. Active debates or contradictions 3. Methodological gaps the literature has not addressed 4. The three most important unanswered questions [Paste abstracts or full paper text]

Write a technical specification for a data pipeline with these requirements: Source: [e.g. REST API, S3 bucket, Postgres] Destination: [e.g. BigQuery, data warehouse, ML feature store] Data volume: [rows/day, size] Latency requirement: [batch daily / near-real-time / streaming] Transformations needed: [describe] Include: architecture diagram in Mermaid, component descriptions, failure modes and recovery plan, monitoring and alerting approach, and estimated infrastructure cost.

Interpret this dashboard screenshot and give me an executive briefing. 1. Identify every KPI shown and its current value 2. Flag metrics that are off-target, below threshold or showing a worrying trend 3. Identify any positive signals 4. State the single most important insight for a decision-maker who has 30 seconds 5. List two questions the dashboard raises that are not answered by the data shown [Attach dashboard screenshot]

Write a Product Requirements Document (PRD) for this feature based on my notes. Feature: [name] Problem it solves: [describe] Target users: [who] Success metrics: [how we'll know it worked] Out of scope: [what it does NOT do] PRD sections needed: 1. Problem statement 2. Goals and non-goals 3. User stories (Given / When / Then format) 4. Functional requirements (numbered, testable) 5. Technical constraints 6. Open questions [Paste your notes]

Explain this CVE or zero-day vulnerability so a non-technical executive can understand the risk, and so a developer can understand what to fix. CVE or description: [paste CVE ID or vulnerability description] Executive summary (3 sentences): what is affected, what an attacker can do, what we need to do. Technical summary: root cause, attack vector, prerequisites for exploitation, proof-of-concept steps (no working exploit code), and the recommended patch or mitigation with priority.

Facilitate a strategic planning session for my team. We have [time available] and need to produce: - An agreed problem statement for the next [12 months / quarter] - Top 3 strategic priorities - One-page plan with owners, milestones and success criteria Run us through the session step by step. After each step, wait for my input before moving to the next one. Start by asking the three most important questions to understand our situation.