{"id":"c47d9a4c-4a7b-483c-b6e9-4a41dcba2568","entityType":"agent","slug":"agent-ai-agent-promptimprover-ai-prompt-improver","name":"AI Prompt Improver","canonicalUrl":"https://www.xpersona.co/agent/agent-ai-agent-promptimprover-ai-prompt-improver","canonicalPath":"/agent/agent-ai-agent-promptimprover-ai-prompt-improver","generatedAt":"2026-10-09T14:04:37.691Z","source":"AGENT_AI","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":null},"description":"AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved and why—so you can level up your AI game while having fun with the process AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved a","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/16/2026.","installCommand":null,"sourceUrl":"https://agent.ai/agent/PromptImprover","homepage":"https://agent.ai/agent/PromptImprover","primaryLinks":[{"label":"View Source","url":"https://agent.ai/agent/PromptImprover","kind":"source"}],"safetyScore":85,"overallRank":91,"popularityScore":98,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent hel"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":null},"protocols":[],"capabilities":[{"label":"agent","status":"self-declared"},{"label":"marketing","status":"self-declared"},{"label":"Operations","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"agent","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"marketing","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"Operations","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"capability:agent|supported|profile capability:marketing|supported|profile capability:Operations|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":null},"lastUpdatedAt":"2026-04-16T06:46:22.115Z","lastCrawledAt":"2026-04-16T06:46:22.115Z","lastIndexedAt":null,"nextCrawlAt":"2026-04-18T06:46:22.115Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"Agent.ai","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"AGENT_AI","generatedAt":"2026-10-09T14:04:37.691Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/agent-ai-agent-promptimprover-ai-prompt-improver/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"Agent.ai","verified":false,"confidence":"high","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":null},"readme":"AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved and why—so you can level up your AI game while having fun with the process. agent marketing Operations Marketing. https://agent.ai/agent/PromptImprover agent.ai agent kroden Operations Marketing","readmeExcerpt":"AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved a","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"Agent.ai","editorialOverview":"AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved and why—so you can level up your AI game while having fun with the process AI Prompt Improver is the perfect tool for business leaders and marketers exploring AI. If you’ve ever felt like your AI outputs could be better, this agent helps you refine and optimize your prompts for clearer, more impactful results. Whether you're experimenting with AI for content creation, brainstorming, or strategy, it transforms vague ideas into precise, actionable prompts. Plus, you’ll see what was improved a","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":470,"uniquenessScore":57,"reasons":[]}},"media":{"evidence":{"source":"owner-or-source-media","verified":false,"confidence":"medium","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":null},"primaryImageUrl":"https://lh3.googleusercontent.com/a/ACg8ocJkTRGRdm264SOgb_P7mcBvF9u6fjiYGLyWKyCmFlff5lal-I4e=s96-c","mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-16T06:46:22.115Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T14:04:37.691Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/agent_ai","protocols":[]}}}