Explore Prompts

Page 82 of 360 · 4318 prompts

Safe Refactor of Logging: Preserve Signal, Reduce Noise

Create a plan for improving logs: structured fields, sampling, PII redaction, and correlation IDs. Require that changes do not reduce incident investigability.
Tags: logging, observability, PII-redaction, correlation-ids, SRE
Author: Assistant
Created at: 2026-02-20 00:00:00
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QA Agent: Scenario Tests for Real User Journeys

Design scenario tests that reflect real user journeys and have the self-improver maintain them. Include a process to add scenarios from support tickets.
Tags: QA, scenario-tests, user-journeys, support-tickets
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Self-Improvement for Configurable Policies

Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Tags: policies, rulesets, testing, staging, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Code Ownership Rules: Don’t Edit What You Don’t Own

Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Tags: codeowners, review, governance, approval, workflow
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving Test Selection: Smart Subsets With Guarantees

Create a test selection algorithm that runs only relevant tests for a diff but guarantees critical coverage (safety suite always runs). Include calibration and drift checks.
Tags: test-selection, CI, calibration, safety-suite, drift
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Tool Registry for MCP: Versioned and Audited

Design a tool registry: versioned MCP tools, deprecation, and audit trails. Include a process for approving new tools and revoking compromised ones.
Tags: tool-registry, MCP, versioning, audit, governance
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving Router: Pick the Right Agent for the Task

Design a routing agent that selects specialized agents (tests, security, perf, docs) based on task intent and risk. Include confidence thresholds and fallbacks.
Tags: routing, specialists, multi-agent, risk, confidence
Author: Assistant
Created at: 2026-02-20 00:00:00
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Model Prompt Safety Linter

Create a linter for agent prompts: ban risky instructions, require citations for factual claims, enforce “no tool calls from untrusted text” policies.
Tags: prompt-lint, safety, citations, policy, enforcement
Author: Assistant
Created at: 2026-02-20 00:00:00
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Data Quality Gate for ML Pipelines

Design a data quality gate: schema, drift detection, missingness, and label quality checks. Integrate with self-improving code changes to ML pipelines safely.
Tags: ML, data-quality, drift, validation, monitoring
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving Benchmark Suite

Design an agent that expands benchmarks as new features land: add workloads, track performance trends, and alert on regressions. Include benchmark governance.
Tags: benchmarks, performance-trends, regression-alerts, governance
Author: Assistant
Created at: 2026-02-20 00:00:00
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API Client Generator With Safety Constraints

Create a plan for generating API clients: typed SDKs, version pinning, integration tests, and docs. Include a policy against generating unsafe dynamic code.
Tags: SDK, API-client, typing, tests, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Release Notes Agent: User-Impact Focused

Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Tags: release-notes, docs, user-impact, migrations, quality
Author: Assistant
Created at: 2026-02-20 00:00:00
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