Use when two or more agents participate in one user task and need a bounded topology, role inventory, scratchpad isolation, supervision, message contract and failure handling; use agent architecture for the common single-agent runtime.
原文语言:英语
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Use when two or more agents participate in one user task and need a bounded topology, role inventory, scratchpad isolation, supervision, message contract and failure handling; use agent architecture for the common single-agent runtime.
原文语言:英语
Use when approved money-flow requirements need SDS/HLD/LLD for an embedded accounting engine with append-only journals, posting service, periods, reversals, idempotency, subledgers, rebuilds and audit trail; consult the finance doctrine and use…
原文语言:英语
Use when producing or updating implementation-ready technical specification for module contracts, interfaces, data schemas, dependencies, and requirement traceability. Use coding-guidelines for the neighbouring concern; this skill owns the named document…
原文语言:英语
Use when producing or updating project coding guidelines for language and framework conventions, enforceable checks, examples, and exceptions. Use technical-specification for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating development environment setup guide for repeatable prerequisites, installation, configuration, build, and verification steps. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating repository contribution guide for branching, commits, pull requests, review gates, CI expectations, and exception handling. Use coding-guidelines for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating AI-agent coding-guidelines addendum for tool schemas, reversibility, blast-radius caps, deterministic state, idempotency, timeouts, and HITL gates. Use coding-guidelines for the neighbouring concern; this skill owns the named…
原文语言:英语
Use when producing or updating project test strategy for risk-based test levels, test types, environments, tooling, entry criteria, and exit criteria. Use test-plan for the neighbouring concern; this skill owns the named document contract and its acceptance…
原文语言:英语
Use when producing or updating a detailed test plan with cases, data, environments, schedule, ownership, traceability, and exit evidence. Use test-strategy for programme-level test policy; this skill owns executable test planning.
原文语言:英语
Use when producing or updating evidence-backed test report for executed results, defects, coverage, deviations, residual risk, and release recommendation. Use test-plan for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when red-teaming an AI feature or model for prompt injection, unsafe output, privacy, bias, and abuse with deterministic safety oracles; use ai-agent-red-team-test-plan for tool actions and autonomous side effects.
原文语言:英语
Use when evaluating a multi-step AI agent for task success, tool selection, budgets, intervention, recovery, and side-effect evidence; use ai-eval-harness-spec for single-call or non-agentic AI feature evaluation.
原文语言:英语
Use when red-teaming a tool-using AI agent for action abuse, privilege escalation, memory poisoning, runaway loops, irreversible effects, and kill-switch failure; use ai-red-team-test-plan for non-agentic model behaviour.
原文语言:英语
Use when producing or updating accounting-engine test plan for ledger invariants, posting, reversal, period control, reconciliation, migration, and audit evidence. Use test-plan for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating deployment guide for release prerequisites, migration choreography, verification, rollback, and ownership. Use runbook for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
原文语言:英语
Use when producing or updating service operations runbook for diagnosis, mitigation, recovery, escalation, verification, and evidence. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its acceptance evidence.
原文语言:英语
Use when producing or updating monitoring and alerting specification for service indicators, dashboards, alerts, ownership, and runbook links. Use slo-and-error-budget for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating infrastructure documentation for topology, environments, dependencies, configuration ownership, recovery, and change controls. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and…
原文语言:英语
Use when producing or updating go-live readiness assessment for evidence-based release gates, owners, waivers, rollback readiness, and launch decision. Use deployment-guide for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating customer adoption and support plan for onboarding, training, support readiness, feedback, escalation, and adoption measures. Use go-live-readiness for the neighbouring concern; this skill owns the named document contract and its…
原文语言:英语
Use when producing or updating SaaS tenant-lifecycle runbook for provisioning, suspension, reactivation, export, deletion, isolation, and evidence. Use runbook for the neighbouring concern; this skill owns the named document contract and its acceptance…
原文语言:英语
Use when defining SaaS availability, latency, tenant-impact SLIs, error budgets, burn alerts, exclusions, and response policy; use monitoring-setup to specify collection, dashboards, and alert implementation.
原文语言:英语
Use when producing or updating SaaS incident response and postmortem procedure for incident command, containment, recovery, communication, evidence, and blameless learning. Use runbook for the neighbouring concern; this skill owns the named document contract…
原文语言:英语
Use when defining an AI hallucination SLO for factuality, citation validity, abstention, severity, sampling, error budget, and release response; use saas-slo-and-error-budget-doc for ordinary service reliability.
原文语言:英语
Use when producing or updating AI cost operations runbook for cost signals, budgets, attribution, anomaly response, containment, and current price evidence. Use slo-and-error-budget for the neighbouring concern; this skill owns the named document contract and…
原文语言:英语
Use when defining AI agent SLOs for task success, safe action completion, intervention, budget, latency, abandonment, and recovery; use ai-hallucination-slo-doc for answer factuality and citation quality.
原文语言:英语
Use when producing or updating AI incident severity matrix for severity criteria, impact dimensions, escalation, containment, notification, and downgrade rules. Use incident-response-runbook for the neighbouring concern; this skill owns the named document…
原文语言:英语
Use when producing or updating AI-agent operations runbook for agent health, pauses, retries, replay, tool failures, containment, and operator authority. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract…
原文语言:英语
Use when producing or updating AI incident response runbook for detection, classification, containment, evidence preservation, recovery, and communication. Use incident-postmortem for the neighbouring concern; this skill owns the named document contract and…
原文语言:英语
Use when promoting an AI agent from shadow through supervised to bounded autonomy with action gates, evidence, kill switches, bake periods, and rollback authority; use ai-feature-rollout-runbook for non-agentic AI features.
原文语言:英语
Use when producing or updating AI root-cause taxonomy for stable failure families, tags, examples, detection links, and mitigation pointers. Use incident-postmortem for the neighbouring concern; this skill owns the named document contract and its acceptance…
原文语言:英语
Use when producing or updating AI incident postmortem for source-attributed timeline, impact, taxonomy-based causes, actions, and publication decision. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract and…
原文语言:英语
Use when producing or updating AI incident evidence-pack specification for capture, chain of custody, retention, redaction, reproducibility, and handover. Use incident-response-runbook for the neighbouring concern; this skill owns the named document contract…
原文语言:英语
Use when producing or updating AI-agent compliance operations runbook for control testing, evidence collection, drills, audit-window operations, and remediation. Use agent-runbook for the neighbouring concern; this skill owns the named document contract and…
原文语言:英语
Use when producing or updating accounting operations runbook for opening balances, close, ledger integrity, reconciliation incidents, rebuilds, controls, and audit evidence. Use runbook for the neighbouring concern; this skill owns the named document contract…
原文语言:英语
Use when preparing a sprint goal, evidence-based team capacity, selected backlog, task breakdown, and delivery risks. Use definition-of-ready to admit individual items and definition-of-done to judge completed increments.
原文语言:英语
Use when defining observable completion criteria for code, tests, documentation, review, and deployment readiness. Use definition-of-ready for pre-sprint admission and formal-review-gates for lifecycle approvals.
原文语言:英语
Use when defining the evidence a backlog item needs before sprint commitment, including acceptance criteria, sizing, dependencies, and design clarity. Use definition-of-done for completion criteria and sprint-planning for the sprint commitment.
原文语言:英语
Use when specifying a SaaS product, pricing, onboarding, or lifecycle experiment with a hypothesis, primary metric, sample logic, guardrails, stop rule, instrumentation, and decision rule. Use retrospective-template for team process learning.
原文语言:英语
Use when producing role-based, task-oriented operating guidance for an implemented product. Use installation-guide for setup, FAQ for concise recurring answers, and release-notes for version deltas.
原文语言:英语