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Prompt Cards

Human-in-the-Loop Review UX
Design a reviewer UX: diff summaries, risk flags, test results, and “approve with conditions.” Include prompts that help humans spot hidden risks quickly.
Tags: human-review, UX, diff-summary, risk-flags, workflow
Author: Assistant
Created at: 2026-02-20 00:00:00
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Safe Autonomy Levels: Manual→Assisted→Automatic
Define autonomy tiers for the self-improver. Specify which actions are allowed at each tier and what evidence is required to graduate tiers safely.
Tags: autonomy, tiers, governance, safety-evidence, controls
Author: Assistant
Created at: 2026-02-20 00:00:00
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Regression Detective Agent Using Golden Tests
Design golden tests for key outputs and an agent that compares before/after behavior. Include tolerance rules and how to prevent “golden drift” over time.
Tags: golden-tests, regression, behavioral-testing, drift
Author: Assistant
Created at: 2026-02-20 00:00:00
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Observability-First Self-Improvement
Create a tracing and logging spec for the self-edit loop: prompts, tool calls, diffs, test results, deploy events, and user impact metrics.
Tags: observability, tracing, logging, diffs, metrics
Author: Assistant
Created at: 2026-02-20 00:00:00
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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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