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Showing results for "incident"
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High-Risk Industry Safety Governance
Draft a comprehensive governance model for safety oversight in high-risk industries. Outline accountability from operators to regulators, specify incident reporting pathways, propose independent inves...
Tags:
safety,
regulation,
incidents,
governance
Author: Curioprompt
Category: Policy | Model: gpt-5-nano
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Industrial Safety and Accountability
Investigate how regulatory oversight, safety culture, and investigative findings drive long-term improvements in high-risk industries. Compare international best practices in incident response, transp...
Tags:
topical,
safety,
regulation,
disaster
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Russia Energy Infrastructure Strategist
You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...
Tags:
dynamic,
russia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Germany Automotive Engineering Strategist
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Tags:
dynamic,
germany,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Self-Improving On-Call Runbooks
Design an agent that updates runbooks based on incidents and recurring questions. Include change review, versioning, and a “proof of usefulness” metric.
Tags:
runbooks,
SRE,
docs,
continuous-improvement,
versioning
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Refactor of Logging: Preserve Signal, Reduce Noise
Create a plan for improving logs: structured fields, sampling, PII redaction, and correlation IDs. Require that changes do not reduce incident investigability.
Tags:
logging,
observability,
PII-redaction,
correlation-ids,
SRE
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Logging Cost: Sampling and Cardinality Control
Create a plan to reduce logging costs: sampling, cardinality caps, and aggregation. Require proof that debugging capability is preserved via incident drills.
Tags:
logging,
cost-control,
sampling,
cardinality,
SRE
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Incident Simulation: Tabletop Exercises
Design tabletop exercises and simulations for agent failures (bad PR, bad deploy). Include roles, scripts, and acceptance criteria for readiness.
Tags:
incident-drills,
tabletop,
readiness,
ops,
safety
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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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
Category: safe-self-improving-ai | Model: gpt-5.2
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Agent Governance: Approvals, Logs, and Periodic Audits
Design governance for self-improving systems: approval rules, quarterly audits, access reviews, and incident drills. Include “who can change the agent” controls.
Tags:
governance,
audits,
access-control,
approvals,
ops
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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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
Category: safe-self-improving-ai | Model: gpt-5.2
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Governance Model: Roles and Responsibilities
Define a governance model: safety owner, release manager, red-team lead, privacy officer, and incident commander. Include RACI matrix and meeting cadence.
Tags:
governance,
RACI,
roles,
process,
accountability
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Security Architecture: Secrets, Keys, and Audit Logs
Design security controls: API keys storage, least privilege, environment separation, and audit logging. Include rotation policy and incident response playbook.
Tags:
security,
secrets,
least-privilege,
audit,
incident-response
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Safety KPI Review Meeting Agenda (Weekly)
Design a weekly meeting agenda focused on safety and reliability: review dashboards, incidents, near-misses, red-team findings, and upcoming risky changes. Include decision outputs and owners.
Tags:
ops,
meeting,
agenda,
safety,
KPIs,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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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
Category: recursive-ai-safety | Model: GPT-5.2
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Observability: Traces for Prompt→Tool→Output
Design end-to-end tracing: prompt versions, retrieval results, tool calls, retries, and final answers. Include a log schema and query examples for incident investigation.
Tags:
observability,
tracing,
logging,
debugging,
ops
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Local Stringer Network Blueprint (Broadcast)
Design an ethical stringer/freelancer network plan: onboarding, verification expectations, payment standards, safety guidance, and how to avoid conflicts of interest. Include a ‘rapid deployment’ chec...
Tags:
stringers,
newsroom,
operations,
verification,
safety
Author: Assistant
Category: news-ops | Model: gpt-4o
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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
Category: agent-architecture | Model: GPT-5.2
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Digital Provenance & Content Authenticity Program
Define a digital provenance program: signing, watermarking policies, asset lineage, approval workflows, and incident response for deepfake risk. Provide a policy template and metric dashboard.
Tags:
digital-provenance,
authenticity,
deepfakes,
policy,
governance
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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AI Incident Response: Runbooks for Model Failures
Write incident response runbooks for AI failures: hallucination spike, data leakage, tool misuse, latency blow-ups, and agent runaway. Include severity levels, comms templates, and postmortem format.
Tags:
incident-response,
runbooks,
agents,
security,
reliability
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Enterprise Governance: ISO 42001 / Risk Register Integration
Create an AI governance program aligned to common frameworks: policy stack, model inventory, risk register mapping, approvals, audits, and incident management. Provide templates and RACI.
Tags:
AI-governance,
ISO-42001,
risk-management,
RACI,
audit
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Physical AI Roadmap (Robotics/Automation)
Create a physical AI roadmap for 2026: use cases, safety constraints, simulation strategy, edge compute needs, and incident handling. Include a phased pilot plan with success criteria.
Tags:
physical-AI,
robotics,
edge,
safety,
roadmap
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Schoolwide Counseling Program Metrics
Propose metrics for a school counseling program: attendance, behavior incidents, credit completion, student surveys, and equity disaggregation. Provide a dashboard outline.
Tags:
program-metrics,
school-counseling,
dashboard,
equity
Author: Assistant
Category: program-evaluation | Model: gpt-4o
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Restorative Circle Guide (Classroom)
Draft a restorative circle guide: opening, prompts, talking piece rules, and closing. Include options for post-incident repair circles.
Tags:
restorative,
community,
circle,
repair,
classroom
Author: Assistant
Category: restorative-practices | Model: gpt-4o
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Post-Incident Reintegration Plan
Draft a reintegration plan after suspension/hospitalization: meeting agenda, supports, academic catch-up, and monitoring timeline. Include student voice section.
Tags:
reintegration,
discipline,
return-to-school,
monitoring
Author: Assistant
Category: reentry-support | Model: gpt-4o
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DFIR Triage Guide (College/Grad)
Create a DFIR quick-start: acquiring volatile data, timeline analysis, and basic malware triage with YARA. Provide a report template.
Tags:
DFIR,
incident-response,
forensics,
YARA,
report
Author: Assistant
Category: incident-lab-cyber-edu | Model: gpt-4o
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SOC Playbook Mini: Triage to Closure
Create a triage playbook: alert enrichment, false positive filters, incident severity, and closure checklist. Include a sample ticket flow.
Tags:
SOC,
playbook,
triage,
incidents,
operations
Author: Assistant
Category: operations-runbook-cyber | Model: gpt-4o
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BH EHS Starter Kit (PT-JA-EN)
Prepare a bilingual (PT/JA/EN) EHS kit for Belo Horizonte plants with chemical labeling, SDS access, noise monitoring plan, and incident reporting forms.
Tags:
EHS,
PT,
JA,
labels,
noise,
Belo Horizonte,
compliance
Author: Assistant
Category: EHS-compliance-multilingual | Model: gpt-4o
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BH Industrial Cybersecurity Starter
Build a BH plant OT security baseline: asset inventory, network zones, MFA for remote, backups, and incident playbook. Provide a week-1 hardening checklist.
Tags:
OT,
cybersecurity,
inventory,
Belo Horizonte,
network,
zoning
Author: Assistant
Category: OT-security-baseline | Model: gpt-4o
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Incident Postmortem Synthesizer
Collect logs/incidents; ChatGPT drafts a blameless postmortem; Cursor queries log/trace snippets and links to code; Antigravity reconstructs a timeline and verifies action items land in code/config. P...
Tags:
SRE,
incident,
postmortem,
observability,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: reliability-ops | Model: gpt-4o
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Incident Learning Loop
Create incident severities, comms templates, and blameless postmortem format. Propose a 30 minute weekly learning review.
Tags:
incidents,
SRE,
postmortem,
learning,
managers
Author: Assistant
Category: reliability-ops | Model: gpt-4o
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Support Playbook Integration
Draft an engineering→support escalation playbook with SLAs by region/time zone, bilingual macros, and incident retros.
Tags:
software,
CS,
playbook,
escalation,
SLAs
Author: Assistant
Category: support-ops-integration | Model: gpt-4o
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SaaS SLO & Incident Playbook
Create SLO targets per region, on-call rotations spanning TW/US, incident severity ladder, customer comms templates, and postmortem format.
Tags:
software,
SRE,
incidents,
SLA,
SLO,
on-call
Author: Assistant
Category: reliability-ops | Model: gpt-4o
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Brand Safety & Claims Review
Provide a preflight checklist for marketing claims across US and Taiwan (medical/financial avoidance, comparative ads), legal sign-off workflow, and incident response plan.
Tags:
marketing,
brand-safety,
legal,
claims,
compliance
Author: Assistant
Category: brand-governance | Model: gpt-4o
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First Aid & Emergency Comms Kit
Build a minimalist trauma/first aid list and comms plan (PLB/inReach/Zoleo basics, SMS templates, UTM/what3words). Include an incident log form.
Tags:
camping,
first-aid,
emergency,
communications
Author: Assistant
Category: safety-kits | Model: gpt-4o
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On-Site Issue Escalation Tree
Act as an incident lead. Define a tree for on-floor issues: outage at booth, safety incident, PR flare-up. Include owners, SLA timings, and holding statements.
Tags:
trade-show,
incident,
crisis,
escalation,
playbook
Author: Assistant
Category: trade-show | Model: gpt-4o
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BSL-2 Biosafety SOP Pack
You are a biosafety officer. Draft BSL-2 SOPs: PPE, waste, spill response, sharps, incident reporting, and training logs. Include a lab signage kit and audit checklist.
Tags:
biosafety,
BSL-2,
SOP,
lab-safety,
training
Author: Assistant
Category: lab-safety | Model: gpt-5
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DevSecOps Basics with SBOM & Scans
You are a DevSecOps lead. Create a starter pipeline: dependency scanning, SBOM generation, SAST/DAST, secrets detection, and signed releases. Provide pass/fail gates and incident playbooks.
Tags:
DevSecOps,
security,
SBOM,
SAST,
DAST
Author: Assistant
Category: software | Model: gpt-4o
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SRE Incident Drill Pack
As an SRE lead, prepare an incident drill pack: 3 realistic failure scenarios, runbook steps, on-call rotation, comms templates, status page samples, and a postmortem format with action owners and dea...
Tags:
SRE,
incidents,
runbooks,
on-call,
postmortem
Author: tsubasa
Category: engineering | Model: gpt-4o
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Observability Minimum Viable Platform
As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...
Tags:
observability,
SRE,
SLO,
alerts,
runbooks
Author: tsubasa
Category: engineering | Model: gpt-4o
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Incident Postmortem Generator
Create a blameless postmortem for incident <id>: timeline, customer impact, 5 Whys, contributing factors, detection gaps, and corrective actions. Propose guardrails, SLO/SLA adjustments, runbooks, and...
Tags:
"CTO;SRE;incident;postmortem;SLA"
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
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Japan EV Service: High-Voltage Safety Cell
Design an EV/HV service cell. Deliver: lockout/tagout flow, insulated tools list, battery lift/cribbing plan, spill/thermal event response, isolation resistance test steps (non-OEM specific), groundin...
Tags:
Japan,
EV,
High voltage,
Safety,
Service design,
PPE
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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Warehouse: Cold Chain IoT Monitor Simulation
Plan a benign simulation for cold-chain monitoring. Deliver: sensor placement, sampling rates, alert thresholds, route geofences, and re-pack SOP. KPIs: time-out-of-range, spoilage proxy. Output: dash...
Tags:
warehouse,
cold chain,
IoT,
alerts,
quality
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Small Office (SOHO): 48-Hour Reliability Boost
Act as a SOHO systems coach (<25 staff, minimal IT). Deliver a 48-hour plan: (1) Network hardening (dual WAN or LTE failover, DNS filtering, VLAN for guests/IoT). (2) Backup triad (local NAS + cloud +...
Tags:
SOHO,
networking,
backup,
failover,
monitoring,
baseline
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Datacenter: Zero-Downtime Ops & Triage Planner
Act as a datacenter reliability lead. Deliver a 4-week plan to cut incidents and MTTR: (1) Map assets (racks, PDUs, BMC/IPMI, switches) and create a golden-rack baseline (airflow, temp, load). (2) Bui...
Tags:
datacenter,
server,
DCIM,
BMC,
MTTR,
SLO,
runbook
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Enterprise: Incident & Change Mgmt
Write an ITIL-aligned process for agent incidents and changes: severity matrix, rollback, shadow traffic, canary, approvals, comms templates, and post-mortems with eval deltas. Include regulator-ready...
Tags:
enterprise,
ITIL,
incident,
change,
compliance
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
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Small Biz: Cost & Safety Guardrails
Propose lightweight guardrails: role-based access, PII masking, approval keywords, monthly budget caps, prompt change log, red-team checklist. Output SOPs (1 page each), incident playbook (who/when/ho...
Tags:
small,
governance,
guardrails,
PII,
finops
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
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Cyber Incident Disrupting Services (Japan)
Suspected cyberattack affecting ISP, payments, transit info. Guidance: avoid crowds at affected sites; carry cash; keep paper IDs/contacts; verify via radio/loudspeakers; beware scams. Mobility: signa...
Tags:
cyber incident,
service outage,
transit,
fraud,
Japan
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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Cyber Incident Disrupting Services (USA)
Service disruptions from cyber incident. Advice: carry cash; expect traffic signals/boards to fail; take simple routes; verify info via multiple sources (radio, official accounts); ignore unsolicited ...
Tags:
cyber outage,
payments,
transit,
fraud,
USA
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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CIVSAFE: Cyber Incident Disrupting Services
Suspected cyberattack disrupting ISP, payments, transit info. Guidance: avoid crowds at affected facilities; carry cash; keep paper copies of IDs/contacts; verify via radio and official loudspeakers; ...
Tags:
cyber incident,
service outage,
payments,
transit,
fraud,
Japan
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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Incident Response Brief (SRE)
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Tags:
sre;ops;incident;engineering;timely
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
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