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| 1 | +<!doctype html> |
| 2 | +<html lang="en"> |
| 3 | + <head> |
| 4 | + <meta charset="UTF-8" /> |
| 5 | + <meta name="viewport" content="width=device-width, initial-scale=1.0" /> |
| 6 | + <title>PromptOpsKit | Open-Source Prompt Management Toolkit for Developers</title> |
| 7 | + <meta |
| 8 | + name="description" |
| 9 | + content="PromptOpsKit is an open-source toolkit and CLI for versioning, validating, composing, and rendering AI prompts as code across OpenAI, Anthropic, Gemini, and OpenRouter." |
| 10 | + /> |
| 11 | + <meta |
| 12 | + name="keywords" |
| 13 | + content="PromptOpsKit, prompt management, prompts as code, OpenAI prompts, Anthropic prompts, Gemini prompts, OpenRouter, developer toolkit, prompt engineering" |
| 14 | + /> |
| 15 | + <meta name="robots" content="index,follow,max-image-preview:large" /> |
| 16 | + <meta name="author" content="Predictability at Scale, Inc." /> |
| 17 | + <link rel="canonical" href="https://github.com/PredictabilityAtScale/promptopskit" /> |
| 18 | + |
| 19 | + <meta property="og:type" content="website" /> |
| 20 | + <meta property="og:title" content="PromptOpsKit | Open-Source Prompt Management Toolkit" /> |
| 21 | + <meta |
| 22 | + property="og:description" |
| 23 | + content="Treat prompts as code with markdown authoring, schema validation, provider adapters, and a CLI for production workflows." |
| 24 | + /> |
| 25 | + <meta property="og:url" content="https://github.com/PredictabilityAtScale/promptopskit" /> |
| 26 | + <meta property="og:site_name" content="PromptOpsKit" /> |
| 27 | + |
| 28 | + <meta name="twitter:card" content="summary" /> |
| 29 | + <meta name="twitter:title" content="PromptOpsKit | Prompt Infrastructure for Developers" /> |
| 30 | + <meta |
| 31 | + name="twitter:description" |
| 32 | + content="Open-source toolkit and CLI to version, validate, and render prompts for OpenAI, Anthropic, Gemini, and OpenRouter." |
| 33 | + /> |
| 34 | + |
| 35 | + <script type="application/ld+json"> |
| 36 | + { |
| 37 | + "@context": "https://schema.org", |
| 38 | + "@type": "SoftwareApplication", |
| 39 | + "name": "PromptOpsKit", |
| 40 | + "applicationCategory": "DeveloperApplication", |
| 41 | + "operatingSystem": "Cross-platform", |
| 42 | + "license": "https://opensource.org/license/mit", |
| 43 | + "codeRepository": "https://github.com/PredictabilityAtScale/promptopskit", |
| 44 | + "url": "https://github.com/PredictabilityAtScale/promptopskit", |
| 45 | + "description": "Open-source developer toolkit for versioning, validating, composing, and rendering prompts as code.", |
| 46 | + "offers": { |
| 47 | + "@type": "Offer", |
| 48 | + "price": "0", |
| 49 | + "priceCurrency": "USD" |
| 50 | + } |
| 51 | + } |
| 52 | + </script> |
| 53 | + |
| 54 | + <link rel="stylesheet" href="./styles.css" /> |
| 55 | + </head> |
| 56 | + <body> |
| 57 | + <header class="site-header"> |
| 58 | + <div class="container nav"> |
| 59 | + <a class="brand" href="#top" aria-label="PromptOpsKit home">PromptOpsKit</a> |
| 60 | + <nav aria-label="Primary"> |
| 61 | + <a href="#why">Why</a> |
| 62 | + <a href="#features">Features</a> |
| 63 | + <a href="#quickstart">Quick start</a> |
| 64 | + <a href="#faq">FAQ</a> |
| 65 | + <a href="#oss">Open source</a> |
| 66 | + </nav> |
| 67 | + <a class="button button-primary" href="https://github.com/PredictabilityAtScale/promptopskit">GitHub</a> |
| 68 | + </div> |
| 69 | + </header> |
| 70 | + |
| 71 | + <main id="top"> |
| 72 | + <section class="hero container"> |
| 73 | + <p class="eyebrow">Open-source prompt infrastructure</p> |
| 74 | + <h1>Ship AI prompts with the same rigor as application code.</h1> |
| 75 | + <p class="lead"> |
| 76 | + PromptOpsKit is a developer-first toolkit and CLI for authoring prompts in Markdown, |
| 77 | + validating schema and variables before runtime, and rendering provider-specific request bodies |
| 78 | + without locking you into a transport stack. |
| 79 | + </p> |
| 80 | + <div class="hero-actions"> |
| 81 | + <a class="button button-primary" href="https://www.npmjs.com/package/promptopskit">Install from npm</a> |
| 82 | + <a class="button" href="https://github.com/PredictabilityAtScale/promptopskit#quick-start">Read the quick start</a> |
| 83 | + </div> |
| 84 | + <pre><code>npm install promptopskit |
| 85 | +npx promptopskit init ./prompts |
| 86 | +promptopskit validate ./prompts --strict</code></pre> |
| 87 | + </section> |
| 88 | + |
| 89 | + <section id="why" class="container section"> |
| 90 | + <h2>Why teams adopt PromptOpsKit</h2> |
| 91 | + <div class="grid three"> |
| 92 | + <article class="card"> |
| 93 | + <h3>Predictable prompt changes</h3> |
| 94 | + <p>Store prompts in markdown with front matter so every change is diffable, reviewable, and auditable.</p> |
| 95 | + </article> |
| 96 | + <article class="card"> |
| 97 | + <h3>Portable provider output</h3> |
| 98 | + <p>Generate request bodies for OpenAI, Anthropic, Gemini, and OpenRouter while keeping network logic in your app.</p> |
| 99 | + </article> |
| 100 | + <article class="card"> |
| 101 | + <h3>Safer releases</h3> |
| 102 | + <p>Catch invalid schema, unresolved variables, and malformed composition before your production calls fail.</p> |
| 103 | + </article> |
| 104 | + </div> |
| 105 | + </section> |
| 106 | + |
| 107 | + <section id="features" class="container section"> |
| 108 | + <h2>Prompt management features for engineering teams</h2> |
| 109 | + <div class="grid two"> |
| 110 | + <article class="card"> |
| 111 | + <h3>Authoring format engineers already trust</h3> |
| 112 | + <ul> |
| 113 | + <li>Markdown files with YAML front matter</li> |
| 114 | + <li>H1 sections for system instructions and prompt template</li> |
| 115 | + <li><code>{{ variable }}</code> interpolation and strict checks</li> |
| 116 | + </ul> |
| 117 | + </article> |
| 118 | + <article class="card"> |
| 119 | + <h3>Composition and overrides without duplication</h3> |
| 120 | + <ul> |
| 121 | + <li><code>includes</code> for shared policy, tone, and safety blocks</li> |
| 122 | + <li>Environment and tier-specific overrides</li> |
| 123 | + <li>Deterministic precedence: base → env → tier → runtime</li> |
| 124 | + </ul> |
| 125 | + </article> |
| 126 | + <article class="card"> |
| 127 | + <h3>CLI for local and CI pipelines</h3> |
| 128 | + <ul> |
| 129 | + <li><code>init</code>, <code>validate</code>, <code>render</code>, <code>inspect</code>, <code>compile</code>, and <code>skill</code></li> |
| 130 | + <li>Pre-compile prompts to JSON/ESM artifacts</li> |
| 131 | + <li>Use in pre-merge checks and release workflows</li> |
| 132 | + </ul> |
| 133 | + </article> |
| 134 | + <article class="card"> |
| 135 | + <h3>No transport lock-in</h3> |
| 136 | + <ul> |
| 137 | + <li>Adapters return request body only</li> |
| 138 | + <li>You keep control of auth, retries, headers, and observability</li> |
| 139 | + <li>Integrates with existing HTTP and infra standards</li> |
| 140 | + </ul> |
| 141 | + </article> |
| 142 | + </div> |
| 143 | + </section> |
| 144 | + |
| 145 | + <section id="quickstart" class="container section"> |
| 146 | + <h2>PromptOpsKit quick start</h2> |
| 147 | + <div class="grid two"> |
| 148 | + <article class="card"> |
| 149 | + <h3>1) Install and scaffold</h3> |
| 150 | + <pre><code>npm install promptopskit |
| 151 | +npx promptopskit init ./prompts</code></pre> |
| 152 | + </article> |
| 153 | + <article class="card"> |
| 154 | + <h3>2) Render for your target provider</h3> |
| 155 | + <pre><code>import { createPromptOpsKit } from 'promptopskit'; |
| 156 | + |
| 157 | +const kit = createPromptOpsKit({ sourceDir: './prompts' }); |
| 158 | +const result = await kit.renderPrompt({ |
| 159 | + path: 'support/reply', |
| 160 | + provider: 'openai', |
| 161 | + variables: { user_message: 'How do I reset my password?' } |
| 162 | +});</code></pre> |
| 163 | + </article> |
| 164 | + </div> |
| 165 | + </section> |
| 166 | + |
| 167 | + <section id="faq" class="container section"> |
| 168 | + <h2>Frequently asked questions</h2> |
| 169 | + <div class="grid two"> |
| 170 | + <article class="card"> |
| 171 | + <h3>Is PromptOpsKit only for one model provider?</h3> |
| 172 | + <p>No. It supports OpenAI, Anthropic, Gemini, and OpenRouter adapters out of the box.</p> |
| 173 | + </article> |
| 174 | + <article class="card"> |
| 175 | + <h3>Does PromptOpsKit make HTTP requests?</h3> |
| 176 | + <p>No. It returns request-body payloads so your app controls auth, transport, retries, and headers.</p> |
| 177 | + </article> |
| 178 | + <article class="card"> |
| 179 | + <h3>Can we validate prompts in CI before deploy?</h3> |
| 180 | + <p>Yes. Use the CLI validate and compile commands in your CI pipeline to catch issues before release.</p> |
| 181 | + </article> |
| 182 | + <article class="card"> |
| 183 | + <h3>Is PromptOpsKit open source?</h3> |
| 184 | + <p>Yes. The project is MIT-licensed and maintained in a public GitHub repository.</p> |
| 185 | + </article> |
| 186 | + </div> |
| 187 | + </section> |
| 188 | + |
| 189 | + <section id="oss" class="container section"> |
| 190 | + <h2>Open source and production-ready defaults</h2> |
| 191 | + <p> |
| 192 | + PromptOpsKit is MIT-licensed and designed for teams that need testable prompt operations. |
| 193 | + Use source prompts in development and pre-compiled artifacts in production for speed and reliability. |
| 194 | + </p> |
| 195 | + <p> |
| 196 | + Explore docs, examples, and API details in the repository. |
| 197 | + </p> |
| 198 | + <a class="button button-primary" href="https://github.com/PredictabilityAtScale/promptopskit">View repository</a> |
| 199 | + </section> |
| 200 | + </main> |
| 201 | + |
| 202 | + <footer class="site-footer"> |
| 203 | + <div class="container footer-content"> |
| 204 | + <p>PromptOpsKit • MIT License</p> |
| 205 | + <p><a href="https://github.com/PredictabilityAtScale/promptopskit">GitHub</a></p> |
| 206 | + </div> |
| 207 | + </footer> |
| 208 | + </body> |
| 209 | +</html> |
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