Explore Prompts

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Canary Deploy Agent: Progressive Delivery Playbook

Design a progressive delivery system: canary cohorts, SLO monitoring, automatic rollback, and incident annotations. Include safe defaults and stop conditions.
Tags: canary, progressive-delivery, SLO, rollback, ops
Author: Assistant
Created at: 2026-02-20 00:00:00
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Change Proposal Format: RFC for Every Self-Edit

Define an RFC template the agent must fill: motivation, risks, alternatives, test plan, rollout plan, and monitoring. Require linking evidence and metrics.
Tags: RFC, governance, change-management, testing, monitoring
Author: Assistant
Created at: 2026-02-20 00:00:00
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Least-Privilege MCP Permissions Matrix

Create a permissions matrix for MCP tools: read-only by default, write tools gated, deploy tools require human approval. Include environment separation (dev/stage/prod).
Tags: MCP, permissions, least-privilege, env-separation, governance
Author: Assistant
Created at: 2026-02-20 00:00:00
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Dependency Update Agent With CVE Triage

Build a dependency update agent that monitors CVEs, proposes safe upgrades, runs integration tests, and creates changelog notes. Include rollback and pin rules.
Tags: dependencies, CVE, upgrades, testing, rollback
Author: Assistant
Created at: 2026-02-20 00:00:00
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Static Analysis Gate: Lints, Types, and Security Rules

Design a gate that blocks merges unless linting, type checks, and security linters pass. Include a policy for exceptions and mandatory justification logging.
Tags: static-analysis, lint, type-check, security, policy
Author: Assistant
Created at: 2026-02-20 00:00:00
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Unit-Test Generation Agent With Coverage Targets

Create an agent that writes tests before code changes, targets uncovered branches, and proves coverage deltas. Include mutation testing as a safety check.
Tags: tests, coverage, mutation-testing, quality, CI
Author: Assistant
Created at: 2026-02-20 00:00:00
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Prompt Injection Defense for Research Inputs

Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Tags: prompt-injection, security, RAG, sanitization, red-team
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Web Research Agent: Search→Fetch→Cite→Extract

Create a research agent that uses search APIs and page fetchers to gather evidence for a proposed code change. Require citations and source quality scoring.
Tags: web-research, search-API, citations, source-quality, grounding
Author: Assistant
Created at: 2026-02-20 00:00:00
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Reproducible Builds for Self-Modifying Systems

Design a reproducible build pipeline: pinned deps, lockfiles, hermetic builds, SBOM generation, and provenance attestation for every self-edit.
Tags: reproducible-builds, SBOM, provenance, security, supply-chain
Author: Assistant
Created at: 2026-02-20 00:00:00
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Policy Gate: What Self-Edits Are Allowed

Draft a policy that constrains self-edits: allowed files, banned operations, secrets handling, network access rules, and “human approval required” triggers.
Tags: policy, guardrails, least-privilege, secrets, governance
Author: Assistant
Created at: 2026-02-20 00:00:00
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Evidence-Driven Refactoring: Metrics Before Changes

Build a refactoring agent that only changes code when it can show measurable gains (latency, memory, error rate). Include baseline capture and regression detection.
Tags: refactoring, metrics, performance, regression, CI
Author: Assistant
Created at: 2026-02-20 00:00:00
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Agent Roles for Self-Editing: Editor, Reviewer, Verifier

Create a multi-agent design: Editor drafts patch, Reviewer critiques, Verifier runs checks, Operator manages deploy. Define handoffs and stop rules to prevent loops.
Tags: multi-agent, review, verification, stop-rules, workflow
Author: Assistant
Created at: 2026-02-20 00:00:00
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