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Prompt Cards

Tool Permission Model (Least Privilege)
Create a least-privilege permission model for tools: scopes, rate limits, time bounds, and audit logs. Provide an authorization matrix and guidelines for granting elevated access.
Tags: least-privilege, authorization, tools, audit, security
Author: Assistant
Created at: 2026-02-02 00:00:00
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Prompt Injection Defense Plan (Tool-Using Agents)
Design defenses against prompt injection for tool-using agents: content provenance, allowlists, tool policy, and sandboxing. Include a suite of adversarial prompts for regression testing.
Tags: prompt-injection, agents, tooling, security, testing
Author: Assistant
Created at: 2026-02-02 00:00:00
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PII/Secrets Handling Policy for Recursive Pipelines
Create a policy and technical controls for PII/secrets: detection, redaction, encryption, and safe storage. Include test cases and a plan to prevent secret leakage into training/evals.
Tags: privacy, PII, secrets, redaction, security, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Data Governance for Feedback Loops
Design data governance for user feedback and logs: consent, retention, minimization, access controls, and audit trails. Provide a policy and an implementation checklist.
Tags: data-governance, privacy, retention, audit, feedback-loops
Author: Assistant
Created at: 2026-02-02 00:00:00
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Canary Release Strategy for Model/Prompt Updates
Create a canary strategy: cohort selection, metrics, guardrails, and automatic rollback conditions. Include steps to prevent canary contamination and to interpret results statistically.
Tags: canary, experimentation, rollout, metrics, rollback
Author: Assistant
Created at: 2026-02-02 00:00:00
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Rollback & Kill Switch Design
Design a rollback system: model version pinning, feature flags, staged rollouts, and a kill switch. Include operational procedures and testing for rollback reliability.
Tags: rollback, kill-switch, feature-flags, release-engineering, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Incident Response Plan for AI Failures
Create an incident response plan specific to AI: detection, containment, user comms, rollback, forensic logging, and post-incident retraining rules. Include severity levels and example incidents.
Tags: incident-response, rollback, postmortem, ops, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Blue Team Monitoring: Signals and Alerts
Define monitoring signals: policy violations, anomaly detection, tool misuse attempts, unusual output distributions, and drift. Provide alert thresholds, runbooks, and an on-call playbook.
Tags: monitoring, alerts, drift, ops, runbooks, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Red Team Program for Recursive Systems
Design a continuous red team program: scenarios, cadence, severity scoring, triage workflow, and how findings feed back into the improvement loop. Include a template for red-team reports.
Tags: red-teaming, security, adversarial-testing, governance, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Safety Regression Suite (What Must Never Break)
Create a safety regression suite: prompt injection tests, data leakage tests, refusal/guardrail tests, and policy adherence checks. Include how to maintain and evolve the suite over time.
Tags: safety-regression, testing, prompt-injection, privacy, guardrails
Author: Assistant
Created at: 2026-02-02 00:00:00
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Offline Sandbox for Iteration (Containment)
Design an offline sandbox environment for experimenting with improvements: isolated data, limited tools, no external side effects, and deterministic replay. Provide a checklist for containment.
Tags: sandbox, containment, offline-testing, security, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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Evaluation Ladder: Unit→Integration→System→Live
Design an evaluation ladder for recursive improvement: unit tests, integration tests, simulation, canaries, and production monitoring. Provide pass/fail gates and minimum coverage targets.
Tags: evaluation, testing, canary, monitoring, quality, safety
Author: Assistant
Created at: 2026-02-02 00:00:00
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