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Prompt Cards

Bug Reproduction Agent: Minimize Steps to Reproduce
Create an agent that turns bug reports into minimal reproducible cases, adds regression tests, and proposes fixes. Include a triage rubric and severity mapping.
Tags: bugfix, repro, minimization, regression-tests, triage
Author: Assistant
Created at: 2026-02-20 00:00:00
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Self-Improving Linter Rules: Add, Don’t Overreach
Design a process where the agent proposes new lint rules only with evidence of repeated issues. Include rollout plan, false-positive checks, and developer ergonomics.
Tags: linting, developer-experience, false-positives, rollout
Author: Assistant
Created at: 2026-02-20 00:00:00
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PR Auto-Reviewer: Checklist and Risk Annotations
Design an automated PR reviewer that adds checklists, risk annotations, and required evidence links (tests, benchmarks, docs). It must not auto-merge without gates.
Tags: PR-review, checklist, risk, quality-gates, workflow
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Migration of APIs: Deprecation and Client Updates
Create a plan to deprecate APIs safely: warnings, dual-run, client update automation, and cutoff dates. Include dashboards to track migration progress.
Tags: API, deprecation, migration, clients, monitoring
Author: Assistant
Created at: 2026-02-20 00:00:00
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Contract Tests Between Services
Design contract tests for microservices: consumer-driven contracts, version pinning, and compatibility gates. Integrate with the self-edit loop for safe rollouts.
Tags: contract-testing, microservices, compatibility, CI, rollout
Author: Assistant
Created at: 2026-02-20 00:00:00
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Patch Validation: Property-Based Testing Blueprint
Create a property-based testing strategy for critical modules: define properties, generators, shrinking, and CI integration. Use failures to guide safer edits.
Tags: property-based-testing, quality, CI, verification, robustness
Author: Assistant
Created at: 2026-02-20 00:00:00
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Agent Memory: What to Store vs What to Forget
Design memory policies for the self-improver: store only non-sensitive, useful facts; avoid personal data; set retention windows. Include audit and deletion workflows.
Tags: memory, privacy, retention, governance, audit
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Codegen: Enforce Templates and Constraints
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Tags: codegen, constraints, templates, lint, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Secrets Rotation Assistant with Zero Exposure
Create a plan for rotating secrets using a vault and short-lived tokens. Ensure no secret values are ever logged, diffed, or included in artifacts.
Tags: secrets, rotation, vault, short-lived-tokens, security
Author: Assistant
Created at: 2026-02-20 00:00:00
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Config Safety Agent: Validate Before Deploy
Design a configuration validation layer: schema checks, safe defaults, and environment-specific constraints. Include rollback strategy and change approvals for risky config.
Tags: configuration, validation, schema, deploy-safety, rollback
Author: Assistant
Created at: 2026-02-20 00:00:00
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Production Incident Learner: Postmortem to Patches
Create an agent that ingests postmortems and incident tickets, extracts recurring causes, and proposes preventative code/monitoring changes. Require human review.
Tags: incidents, postmortem, prevention, monitoring, ops
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Feature Flag Agent: Launch Darkly Style Workflow
Design a feature flag workflow: staged rollout, kill switches, and metrics by cohort. Include rules for cleanup (flag debt) and audit logging.
Tags: feature-flags, rollout, kill-switch, metrics, cleanup
Author: Assistant
Created at: 2026-02-20 00:00:00
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