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Prompt Cards

Secure Secrets Handling for Tool-Using Agents
Design secrets handling: vault integration, short-lived tokens, environment isolation, and audit trails. Include tests to ensure secrets never appear in outputs or logs.
Tags: secrets, security, vault, audit, containment
Author: Assistant
Created at: 2026-01-06 00:00:00
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Privacy-by-Design: Minimal Data, Maximum Utility
Design a privacy-by-design approach: data minimization, redaction, retention limits, and access controls for agent logs and memory. Include a compliance-friendly checklist.
Tags: privacy, data-minimization, redaction, retention, security
Author: Assistant
Created at: 2026-01-06 00:00:00
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Agent Runbooks: On-Call Playbook for Failures
Create operational runbooks: common failures, triage steps, rollback, and user comms. Include SLO breaches, tool outages, and prompt regressions.
Tags: runbooks, ops, on-call, incident-response, reliability
Author: Assistant
Created at: 2026-01-06 00:00:00
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Safety Case Template for a New Agent Capability
Write a safety case template: intended use, hazards, mitigations, tests, monitoring, and rollback. Include what evidence is required to ship the capability.
Tags: safety-case, governance, testing, monitoring, release
Author: Assistant
Created at: 2026-01-06 00:00:00
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Reasoning Transparency: Explain Decisions With Evidence
Create a policy for explanations: cite sources, show assumptions, and label uncertainty. Provide UI patterns for “why this tool was called” and “why this conclusion.”
Tags: transparency, explanations, uncertainty, citations, trust
Author: Assistant
Created at: 2026-01-06 00:00:00
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Artifact-Centric Agents: Make Work Inspectable
Design an artifact-centric workflow: agents produce plans, checklists, diffs, and reports as first-class outputs. Include templates and how artifacts enable auditing and reuse.
Tags: artifacts, auditability, workflow, templates, reuse
Author: Assistant
Created at: 2026-01-06 00:00:00
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Caching Strategy: Retrieval, Tools, and Outputs
Design caching layers: retrieval cache, tool result cache, and response cache. Include invalidation rules, privacy constraints, and how to measure cache hit value.
Tags: caching, RAG, tools, privacy, invalidation
Author: Assistant
Created at: 2026-01-06 00:00:00
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Latency Engineering for Agents (User-Perceived Speed)
Create a latency plan: streaming, speculative execution, parallel tool calls (safe), caching, and progressive disclosure. Include how to avoid race-condition errors and maintain correctness.
Tags: latency, streaming, parallelism, caching, UX
Author: Assistant
Created at: 2026-01-06 00:00:00
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Cost-Aware Planning: Budgeted Reasoning and Tool Use
Design a cost-aware planner: assigns budgets to reasoning steps and tool calls, uses early exits, and escalates only when needed. Include a cost model and guardrails.
Tags: cost-aware, budgeting, tool-use, latency, optimization
Author: Assistant
Created at: 2026-01-06 00:00:00
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Canary Rollouts for Agent Prompt/Tool Updates
Design a safe rollout process: canary cohorts, metrics, stop conditions, and rollback. Include how to isolate changes (prompt vs tool vs retrieval) for attribution.
Tags: canary, rollout, rollback, monitoring, release
Author: Assistant
Created at: 2026-01-06 00:00:00
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Benchmark Suite: Tool Accuracy and Planning Quality
Create a benchmark suite that measures planning quality, tool-call correctness, and end-to-end success. Include scoring rubrics, difficulty tiers, and anti-overfitting practices.
Tags: benchmarks, planning, tool-accuracy, scoring, anti-overfit
Author: Assistant
Created at: 2026-01-06 00:00:00
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Evaluation Harness for Agents: Reproducible Runs
Design an eval harness: deterministic replays, seeded randomness, fixed tool mocks, and artifact snapshots. Provide a folder structure and CI integration plan.
Tags: evaluation, harness, reproducibility, CI, testing
Author: Assistant
Created at: 2026-01-06 00:00:00
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