[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71R74WQTXZMG3219RND96CE":3,"skill-same:01M71R74WQTXZMG3219RND96CE":74},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":25,"publishedAt":46,"linkOnly":47,"markdownContent":48,"markdownBody":49,"frontMatter":50,"refName":54,"commitSha":55,"skillDirectory":56,"forksCount":13,"repositoryHtmlUrl":57,"repositoryHomepageUrl":6,"ownerHtmlUrl":58,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":59,"install":60,"resources":73},"01M71R74WQTXZMG3219RND96CE","prompt-engineering",null,"Design effective prompts using SPEARS framework — scope, principles, examples, assertions, refinements, with ReAct and multi-agent 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\"Design effective prompts using SPEARS framework — scope, principles, examples, assertions, refinements, with ReAct and multi-agent patterns\"\ntriggers: \"Improve prompt, security, ReAct, multi-agent\"\nchangelog: \"2026-09-17\"\ntoken_budget: 2630\n---\n\nTrigger: \"improve prompt\", \"ReAct\", \"security\", \"multi-agent\".\n## SPEARS: Scope — \"for [ctx], in:[types], out:[format]\"P: Principles — max 4 non-negotiable (security\u002Fquality\u002Fperformance)E: Examples — 1 valid + 1 edge + 1 contraA: Assertions — ASSERT constraints | NEVER prohibitedR: Refinements — post-impl iterations\n## PATTERNS\n### ReActThought:[reason]→Action:[tool]→Observation:[result]...repeat→Final Answer\n### ReflexionTask:[task]→Attempt:[attempt]→Reflection:[crit]→Revision:[improved]...repeat\n### Multi-AgentRouter→Planner→Executor→CriticAgent: role, scope, tools, limitsComm: request→response, errors→reportingOrchestrator: routing→fallback→timeout\n## SECURITYINPUT: types\u002Franges\u002FsanitizationOUTPUT: no-autoexec\u002Frate limits\u002FtimeoutsDATA: no-creds\u002Fno-PII\u002Fno-tokensAGENT: least-privilege\u002Ftools schema\u002Fsandbox\u002Fhuman-in-loop\n","Trigger: \"improve prompt\", \"ReAct\", \"security\", \"multi-agent\".\n## SPEARS: Scope — \"for [ctx], in:[types], out:[format]\"P: Principles — max 4 non-negotiable (security\u002Fquality\u002Fperformance)E: Examples — 1 valid + 1 edge + 1 contraA: Assertions — ASSERT constraints | NEVER prohibitedR: Refinements — post-impl iterations\n## PATTERNS\n### ReActThought:[reason]→Action:[tool]→Observation:[result]...repeat→Final Answer\n### ReflexionTask:[task]→Attempt:[attempt]→Reflection:[crit]→Revision:[improved]...repeat\n### Multi-AgentRouter→Planner→Executor→CriticAgent: role, scope, tools, limitsComm: request→response, errors→reportingOrchestrator: routing→fallback→timeout\n## SECURITYINPUT: types\u002Franges\u002FsanitizationOUTPUT: no-autoexec\u002Frate limits\u002FtimeoutsDATA: 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