From 7ec41b8cf584e09fbc9daac814414964f077b922 Mon Sep 17 00:00:00 2001
From: Marcos Paulo <marcos.paulodasilva.mp@gmail.com>
Date: Sun, 6 Sep 2026 16:36:26 +0000
Subject: [PATCH] chore: publish 61de2f6

Built from main 61de2f6270d28fab0d11f03baf663d95d95aee77
fix: unify typography and review interactions
---
 _astro/base.Dfo_cwQJ.css  | 1 +
 _astro/rules.7hvMpdbp.css | 1 +
 _astro/rules.CDXleDiJ.css | 1 -
 agents/index.html         | 2 +-
 full-guide/index.html     | 2 +-
 index.html                | 4 ++--
 models/index.html         | 2 +-
 rules/index.html          | 2 +-
 skills-review/index.html  | 5 +++--
 skills/index.html         | 4 ++--
 summary/index.html        | 4 ++--
 11 files changed, 15 insertions(+), 13 deletions(-)
 create mode 100644 _astro/base.Dfo_cwQJ.css
 create mode 100644 _astro/rules.7hvMpdbp.css
 delete mode 100644 _astro/rules.CDXleDiJ.css

diff --git a/_astro/base.Dfo_cwQJ.css b/_astro/base.Dfo_cwQJ.css
new file mode 100644
index 0000000..1738592
--- /dev/null
+++ b/_astro/base.Dfo_cwQJ.css
@@ -0,0 +1 @@
+body{font-family:var(--font-sans)}button,input,textarea,select{font:inherit}code,kbd,pre,samp{font-family:var(--font-mono)}a{text-decoration-thickness:1px;text-underline-offset:.18em;transition:color .18s cubic-bezier(.2,0,0,1),text-decoration-color .18s cubic-bezier(.2,0,0,1)}a:hover{text-decoration-color:currentcolor}@media(prefers-reduced-motion:reduce){a{transition:none}}
diff --git a/_astro/rules.7hvMpdbp.css b/_astro/rules.7hvMpdbp.css
new file mode 100644
index 0000000..6edbb02
--- /dev/null
+++ b/_astro/rules.7hvMpdbp.css
@@ -0,0 +1 @@
+.rules-root[data-astro-cid-7ab4ckna] *{box-sizing:border-box}html{scroll-behavior:smooth}body{min-width:320px;margin:0;color:var(--ink);background:var(--paper);font-family:var(--font-sans)}.progress[data-astro-cid-7ab4ckna]{position:fixed;z-index:20;top:0;left:0;width:100%;height:3px;background:transparent}.progress[data-astro-cid-7ab4ckna] span[data-astro-cid-7ab4ckna]{display:block;width:0;height:100%;background:var(--gold)}.topbar[data-astro-cid-7ab4ckna]{position:sticky;z-index:10;top:0;display:grid;grid-template-columns:1fr auto 1fr;align-items:center;min-height:72px;padding:0 clamp(24px,5vw,90px);border-bottom:1px solid var(--line);background:color-mix(in srgb,var(--paper) 94%,transparent);backdrop-filter:blur(14px)}.back[data-astro-cid-7ab4ckna]{display:flex;align-items:center;gap:11px;color:var(--ink);font:700 10px DM Mono,monospace;text-decoration:none;text-transform:uppercase}.back[data-astro-cid-7ab4ckna] 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diff --git a/_astro/rules.CDXleDiJ.css b/_astro/rules.CDXleDiJ.css
deleted file mode 100644
index 7e2b8a4..0000000
--- a/_astro/rules.CDXleDiJ.css
+++ /dev/null
@@ -1 +0,0 @@
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-<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Agents and trees</title><meta name="description" content="Agents work when roles, files, and evidence are bounded. A worktree gives each worker its own checkout while the orchestrator protects intent."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/chapters.Bvwgp4pJ.css"><style>.top[data-astro-cid-xattfbdu]{display:flex;align-items:baseline;justify-content:space-between;gap:20px;padding:24px 0;border-bottom:1px solid var(--line);font:700 var(--step-0) monospace;letter-spacing:.08em;text-transform:uppercase}.top[data-astro-cid-xattfbdu] a{color:var(--ink);text-decoration:none}.top[data-astro-cid-xattfbdu] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}@media(max-width:560px){.cell[data-astro-cid-xattfbdu]:nth-child(2){display:none}}.footer[data-astro-cid-bmvnf73n]{padding:30px 0 70px;color:var(--muted);font-size:clamp(13px,13px,13px)}.links[data-astro-cid-bmvnf73n]{display:flex;flex-wrap:wrap;gap:10px;margin:28px 0 70px}.links[data-astro-cid-bmvnf73n] a{padding:10px 13px;color:var(--ink);border:1px solid var(--ink);text-decoration:none;font:var(--step-0) monospace;text-transform:uppercase}.links[data-astro-cid-bmvnf73n] a:hover{color:var(--paper);background:var(--ink)}.links[data-astro-cid-bmvnf73n] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}.eyebrow[data-astro-cid-4yr5atew]{margin:0;font:600 var(--step-0) "DM Mono",monospace;letter-spacing:.1em;text-transform:uppercase}.tone-accent[data-astro-cid-4yr5atew]{color:var(--accent)}.tone-gold[data-astro-cid-4yr5atew]{color:var(--gold)}.tone-red[data-astro-cid-4yr5atew]{color:var(--red)}.hero[data-astro-cid-7xzskqga]{padding:100px 0 70px;max-width:950px}h1[data-astro-cid-7xzskqga]{margin:16px 0;font-size:clamp(52px,9vw,126px);line-height:.9;letter-spacing:-.07em}h1[data-astro-cid-7xzskqga] em{font:400 .9em Georgia,serif;color:var(--red)}.intro[data-astro-cid-7xzskqga] p{max-width:680px;margin:0;color:var(--muted);font-size:clamp(20px,20px,20px)}@media(max-width:800px){.hero[data-astro-cid-7xzskqga]{padding:65px 0 45px}}@media(max-width:560px){h1[data-astro-cid-7xzskqga]{font-size:clamp(56px,56px,56px)}.intro[data-astro-cid-7xzskqga] p{font-size:clamp(17px,17px,17px)}}
+<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Agents and trees</title><meta name="description" content="Agents work when roles, files, and evidence are bounded. A worktree gives each worker its own checkout while the orchestrator protects intent."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/base.Dfo_cwQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/chapters.Bvwgp4pJ.css"><style>.top[data-astro-cid-xattfbdu]{display:flex;align-items:baseline;justify-content:space-between;gap:20px;padding:24px 0;border-bottom:1px solid var(--line);font:700 var(--step-0) var(--font-mono);letter-spacing:.08em;text-transform:uppercase}.top[data-astro-cid-xattfbdu] a{color:var(--ink);text-decoration:none}.top[data-astro-cid-xattfbdu] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}@media(max-width:560px){.cell[data-astro-cid-xattfbdu]:nth-child(2){display:none}}.footer[data-astro-cid-bmvnf73n]{padding:30px 0 70px;color:var(--muted);font-size:clamp(13px,13px,13px)}.links[data-astro-cid-bmvnf73n]{display:flex;flex-wrap:wrap;gap:10px;margin:28px 0 70px}.links[data-astro-cid-bmvnf73n] a{padding:10px 13px;color:var(--ink);border:1px solid var(--ink);text-decoration:none;font:var(--step-0) var(--font-mono);text-transform:uppercase}.links[data-astro-cid-bmvnf73n] a:hover{color:var(--paper);background:var(--ink)}.links[data-astro-cid-bmvnf73n] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}.eyebrow[data-astro-cid-4yr5atew]{margin:0;font:600 var(--step-0) "DM Mono",monospace;letter-spacing:.1em;text-transform:uppercase}.tone-accent[data-astro-cid-4yr5atew]{color:var(--accent)}.tone-gold[data-astro-cid-4yr5atew]{color:var(--gold)}.tone-red[data-astro-cid-4yr5atew]{color:var(--red)}.hero[data-astro-cid-7xzskqga]{padding:100px 0 70px;max-width:950px}h1[data-astro-cid-7xzskqga]{margin:16px 0;font-size:clamp(52px,9vw,126px);line-height:.9;letter-spacing:-.07em}h1[data-astro-cid-7xzskqga] em{font:400 .9em Georgia,serif;color:var(--red)}.intro[data-astro-cid-7xzskqga] p{max-width:680px;margin:0;color:var(--muted);font-size:clamp(20px,20px,20px)}@media(max-width:800px){.hero[data-astro-cid-7xzskqga]{padding:65px 0 45px}}@media(max-width:560px){h1[data-astro-cid-7xzskqga]{font-size:clamp(56px,56px,56px)}.intro[data-astro-cid-7xzskqga] p{font-size:clamp(17px,17px,17px)}}
 </style></head> <body>   <header class="top" id="top" data-astro-cid-xattfbdu> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/summary/">← ROUTE MAP</a></div> <div class="cell" data-astro-cid-xattfbdu><span>02 / AGENTS & TREES</span></div> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/full-guide/">field guide ↗</a></div> </header>  <main>     <section class="hero" data-astro-cid-7xzskqga> <p data-astro-cid-4yr5atew="true" class="eyebrow tone-red">Subagent workflow</p>  <h1 data-astro-cid-7xzskqga><span>One branch<br>per <em>hand.</em></span></h1> <div class="intro" data-astro-cid-7xzskqga>  <p>Agents work when roles, files, and evidence are bounded. A worktree gives each worker its own checkout while the orchestrator protects intent.</p> </div>  </section>  <section class="pipeline"> <div> <p class="eyebrow">The tree</p> <h2>Split at<br>the <em>seam.</em></h2> </div> <div class="panel"> <strong>MAIN / ORCHESTRATOR</strong> <code>├── agent/ui → components + visual states · ├── agent/tests → acceptance + regressions · └── agent/docs → guide + examples · merge after each leaf returns a diff and evidence</code> </div> </section> <section class="grid"> <article class="card"> <b>FRAME</b> <h2>Orchestrator</h2> <p>Owns scope, task graph, boundaries, and integration.</p> </article><article class="card"> <b>HAND OFF</b> <h2>Worker</h2> <p>Owns one coherent slice and one worktree.</p> </article><article class="card"> <b>PROVE</b> <h2>Verifier</h2> <p>Re-runs gates and reports remaining gaps.</p> </article> </section> <section class="practice"> <div> <p class="eyebrow">Handoff</p> <h2>Context that<br>can <em>travel.</em></h2> </div> <div class="steps"> <article> <b>01</b> <div> <strong>Brief</strong> <span>Goal, owned files, dependencies, non-goals, acceptance.</span> </div> </article><article> <b>02</b> <div> <strong>Isolation</strong> <span>One branch and worktree per independent change.</span> </div> </article><article> <b>03</b> <div> <strong>Evidence</strong> <span>Commands, result, changed files, screenshots, gaps.</span> </div> </article> </div> </section>   </main> <section class="footer" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation"> <a href="/ai-for-dummies/models/">Previous: models →</a> <a href="/ai-for-dummies/rules/">Rules case study →</a> <a href="/ai-for-dummies/hands-on/rules/">Try the rules lab →</a> </nav> </nav> <div class="text" data-astro-cid-bmvnf73n>     </div> </section>   </body></html>
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+<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Start here</title><meta name="description" content="AI For Dummies: a practical route map for models, agents, worktrees, skills, rules, and verification."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/base.Dfo_cwQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/chapters.Bvwgp4pJ.css"><style>.grid[data-astro-cid-65v63m4u]{display:grid;grid-template-columns:repeat(var(--columns),1fr);gap:1px;background:var(--line)}.grid[data-astro-cid-65v63m4u]>*{background:var(--paper)}@media(max-width:800px){.grid[data-astro-cid-65v63m4u]{grid-template-columns:1fr}}.card[data-astro-cid-4yogs2gu]{display:flex;min-width:0;flex-direction:column;min-height:220px;padding:28px;background:var(--paper)}.card[data-astro-cid-4yogs2gu] b[data-astro-cid-4yogs2gu]{color:var(--red);font-size:var(--step-24);font-family:ui-monospace,monospace}.card[data-astro-cid-4yogs2gu] h2[data-astro-cid-4yogs2gu]{margin:18px 0 8px;font-size:var(--step-25);letter-spacing:-.04em}.card[data-astro-cid-4yogs2gu] p[data-astro-cid-4yogs2gu]{margin:0 0 14px;color:var(--muted)}.card[data-astro-cid-4yogs2gu] a[data-astro-cid-4yogs2gu]{margin-top:auto;color:var(--blue);font-weight:700;text-decoration:none}.card[data-astro-cid-4yogs2gu] a[data-astro-cid-4yogs2gu]:focus-visible{outline:3px solid var(--red);outline-offset:2px}@media(max-width:560px){.card[data-astro-cid-4yogs2gu]{min-height:0}}.guide-launch[data-astro-cid-j7pv25f6]{display:inline-flex;gap:14px;align-items:center;margin-top:20px;padding:12px 16px;background:var(--ink);color:var(--paper);font:700 var(--step-12) var(--font-mono);letter-spacing:.06em;text-decoration:none;text-transform:uppercase;transition:transform .2s ease,background .2s ease}.guide-launch[data-astro-cid-j7pv25f6]:hover{transform:translateY(-3px);background:var(--blue)}.guide-launch[data-astro-cid-j7pv25f6] span[data-astro-cid-j7pv25f6]{color:var(--gold);font-size:var(--step-22);line-height:0}.landing-note[data-astro-cid-j7pv25f6]{display:grid;grid-template-columns:170px minmax(0,1fr);gap:30px;margin:0 0 70px;padding:25px 0;border-top:1px solid var(--ink);border-bottom:1px solid var(--ink)}.landing-note[data-astro-cid-j7pv25f6] span[data-astro-cid-j7pv25f6]{color:var(--red);font:700 var(--step-0) var(--font-mono);letter-spacing:.1em}.landing-note[data-astro-cid-j7pv25f6] strong[data-astro-cid-j7pv25f6]{font-size:var(--step-4);line-height:1.08;letter-spacing:-.04em}@media(max-width:560px){.landing-note[data-astro-cid-j7pv25f6]{grid-template-columns:1fr;gap:9px;margin-bottom:45px}}@media(prefers-reduced-motion:reduce){.guide-launch[data-astro-cid-j7pv25f6]{transition:none}.guide-launch[data-astro-cid-j7pv25f6]:hover{transform:none}}
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 </style></head> <body>   <header class="top" id="top" data-astro-cid-xattfbdu> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/" aria-current="page" data-astro-cid-j7pv25f6>AI FOR DUMMIES</a></div> <div class="cell" data-astro-cid-xattfbdu><span data-astro-cid-j7pv25f6>00 / START HERE</span></div> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/skills-review/" data-astro-cid-j7pv25f6>review desk ↗</a></div> </header>  <main>     <section class="hero" data-astro-cid-7xzskqga> <p data-astro-cid-4yr5atew="true" class="eyebrow tone-red">The short route</p>  <h1 data-astro-cid-7xzskqga><span data-astro-cid-j7pv25f6>Ship the<br><em>system.</em></span></h1> <div class="intro" data-astro-cid-7xzskqga>  <p data-astro-cid-j7pv25f6>Start with the map. Then open the one chapter that matches the decision in front of you: model, agent, worktree, skill, rule, or proof.</p>  </div> <a class="guide-launch" href="/ai-for-dummies/full-guide/" data-astro-cid-j7pv25f6>Take the full field guide <span data-astro-cid-j7pv25f6>→</span></a> </section>  <section class="group" aria-label="Guide chapters" data-astro-cid-65v63m4u> <div class="grid" style="--columns: 3" data-astro-cid-65v63m4u> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>01</b> <h2 data-astro-cid-4yogs2gu>Models</h2> <p data-astro-cid-4yogs2gu>Capability and effort are separate knobs.</p> <a href="/ai-for-dummies/models/" data-astro-cid-4yogs2gu>Open chapter →</a> </article> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>02</b> <h2 data-astro-cid-4yogs2gu>Agents &amp; trees</h2> <p data-astro-cid-4yogs2gu>Bound roles, handoffs, and worktrees.</p> <a href="/ai-for-dummies/agents/" data-astro-cid-4yogs2gu>Open chapter →</a> </article> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>03</b> <h2 data-astro-cid-4yogs2gu>Skills</h2> <p data-astro-cid-4yogs2gu>Capture repeatable decisions in small packages.</p> <a href="/ai-for-dummies/skills/" data-astro-cid-4yogs2gu>Open chapter →</a> </article> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>04</b> <h2 data-astro-cid-4yogs2gu>Rules</h2> <p data-astro-cid-4yogs2gu>Connect guidance to enforcement.</p> <a href="/ai-for-dummies/rules/" data-astro-cid-4yogs2gu>Open chapter →</a> </article> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>05</b> <h2 data-astro-cid-4yogs2gu>Hands-on</h2> <p data-astro-cid-4yogs2gu>Compare a strong prompt with skill-enabled work.</p> <a href="/ai-for-dummies/hands-on/starter/" data-astro-cid-4yogs2gu>Open lab →</a> </article> <article class="card" data-astro-cid-4yogs2gu> <b data-astro-cid-4yogs2gu>06</b> <h2 data-astro-cid-4yogs2gu>Review desk</h2> <p data-astro-cid-4yogs2gu>Browse original packages, references, scripts, and improvements.</p> <a href="/ai-for-dummies/skills-review/" data-astro-cid-4yogs2gu>Open desk →</a> </article>  </div> </section>  <section class="landing-note" data-astro-cid-j7pv25f6> <span data-astro-cid-j7pv25f6>THE THREAD</span> <strong data-astro-cid-j7pv25f6>Frame uncertainty → isolate execution → preserve judgment → verify the change.</strong> </section>   </main> <section class="footer" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation" data-astro-cid-bmvnf73n>  </nav> <div class="text" data-astro-cid-bmvnf73n>   <span data-astro-cid-j7pv25f6>The route map is now the default entry. The full guide remains available whenever you want the whole narrative.</span>  </div> </section>   </body></html> 
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-<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Models</title><meta name="description" content="A model has a capability ceiling. Effort controls how much room it gets to reason. Route by uncertainty and verification cost."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/chapters.Bvwgp4pJ.css"><style>.top[data-astro-cid-xattfbdu]{display:flex;align-items:baseline;justify-content:space-between;gap:20px;padding:24px 0;border-bottom:1px solid var(--line);font:700 var(--step-0) monospace;letter-spacing:.08em;text-transform:uppercase}.top[data-astro-cid-xattfbdu] a{color:var(--ink);text-decoration:none}.top[data-astro-cid-xattfbdu] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}@media(max-width:560px){.cell[data-astro-cid-xattfbdu]:nth-child(2){display:none}}.footer[data-astro-cid-bmvnf73n]{padding:30px 0 70px;color:var(--muted);font-size:clamp(13px,13px,13px)}.links[data-astro-cid-bmvnf73n]{display:flex;flex-wrap:wrap;gap:10px;margin:28px 0 70px}.links[data-astro-cid-bmvnf73n] a{padding:10px 13px;color:var(--ink);border:1px solid var(--ink);text-decoration:none;font:var(--step-0) monospace;text-transform:uppercase}.links[data-astro-cid-bmvnf73n] a:hover{color:var(--paper);background:var(--ink)}.links[data-astro-cid-bmvnf73n] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}.eyebrow[data-astro-cid-4yr5atew]{margin:0;font:600 var(--step-0) "DM Mono",monospace;letter-spacing:.1em;text-transform:uppercase}.tone-accent[data-astro-cid-4yr5atew]{color:var(--accent)}.tone-gold[data-astro-cid-4yr5atew]{color:var(--gold)}.tone-red[data-astro-cid-4yr5atew]{color:var(--red)}.hero[data-astro-cid-7xzskqga]{padding:100px 0 70px;max-width:950px}h1[data-astro-cid-7xzskqga]{margin:16px 0;font-size:clamp(52px,9vw,126px);line-height:.9;letter-spacing:-.07em}h1[data-astro-cid-7xzskqga] em{font:400 .9em Georgia,serif;color:var(--red)}.intro[data-astro-cid-7xzskqga] p{max-width:680px;margin:0;color:var(--muted);font-size:clamp(20px,20px,20px)}@media(max-width:800px){.hero[data-astro-cid-7xzskqga]{padding:65px 0 45px}}@media(max-width:560px){h1[data-astro-cid-7xzskqga]{font-size:clamp(56px,56px,56px)}.intro[data-astro-cid-7xzskqga] p{font-size:clamp(17px,17px,17px)}}
+<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>AI For Dummies — Models</title><meta name="description" content="A model has a capability ceiling. Effort controls how much room it gets to reason. Route by uncertainty and verification cost."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/base.Dfo_cwQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/chapters.Bvwgp4pJ.css"><style>.top[data-astro-cid-xattfbdu]{display:flex;align-items:baseline;justify-content:space-between;gap:20px;padding:24px 0;border-bottom:1px solid var(--line);font:700 var(--step-0) var(--font-mono);letter-spacing:.08em;text-transform:uppercase}.top[data-astro-cid-xattfbdu] a{color:var(--ink);text-decoration:none}.top[data-astro-cid-xattfbdu] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}@media(max-width:560px){.cell[data-astro-cid-xattfbdu]:nth-child(2){display:none}}.footer[data-astro-cid-bmvnf73n]{padding:30px 0 70px;color:var(--muted);font-size:clamp(13px,13px,13px)}.links[data-astro-cid-bmvnf73n]{display:flex;flex-wrap:wrap;gap:10px;margin:28px 0 70px}.links[data-astro-cid-bmvnf73n] a{padding:10px 13px;color:var(--ink);border:1px solid var(--ink);text-decoration:none;font:var(--step-0) var(--font-mono);text-transform:uppercase}.links[data-astro-cid-bmvnf73n] a:hover{color:var(--paper);background:var(--ink)}.links[data-astro-cid-bmvnf73n] a:focus-visible{outline:3px solid var(--red);outline-offset:2px}.eyebrow[data-astro-cid-4yr5atew]{margin:0;font:600 var(--step-0) "DM Mono",monospace;letter-spacing:.1em;text-transform:uppercase}.tone-accent[data-astro-cid-4yr5atew]{color:var(--accent)}.tone-gold[data-astro-cid-4yr5atew]{color:var(--gold)}.tone-red[data-astro-cid-4yr5atew]{color:var(--red)}.hero[data-astro-cid-7xzskqga]{padding:100px 0 70px;max-width:950px}h1[data-astro-cid-7xzskqga]{margin:16px 0;font-size:clamp(52px,9vw,126px);line-height:.9;letter-spacing:-.07em}h1[data-astro-cid-7xzskqga] em{font:400 .9em Georgia,serif;color:var(--red)}.intro[data-astro-cid-7xzskqga] p{max-width:680px;margin:0;color:var(--muted);font-size:clamp(20px,20px,20px)}@media(max-width:800px){.hero[data-astro-cid-7xzskqga]{padding:65px 0 45px}}@media(max-width:560px){h1[data-astro-cid-7xzskqga]{font-size:clamp(56px,56px,56px)}.intro[data-astro-cid-7xzskqga] p{font-size:clamp(17px,17px,17px)}}
 </style></head> <body>   <header class="top" id="top" data-astro-cid-xattfbdu> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/summary/">← ROUTE MAP</a></div> <div class="cell" data-astro-cid-xattfbdu><span>01 / MODELS</span></div> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/full-guide/">field guide ↗</a></div> </header>  <main>     <section class="hero" data-astro-cid-7xzskqga> <p data-astro-cid-4yr5atew="true" class="eyebrow tone-red">Model routing</p>  <h1 data-astro-cid-7xzskqga><span>Choose the<br><em>engine.</em></span></h1> <div class="intro" data-astro-cid-7xzskqga>  <p>A model has a capability ceiling. Effort controls how much room it gets to reason. Route by uncertainty and verification cost.</p> </div>  </section>  <section class="grid"> <article class="card"> <b>LOW</b> <h2>Bounded rhythm</h2> <p>Lookup, small edits, formatting, and transformations with clear checks.</p> </article><article class="card"> <b>MEDIUM</b> <h2>Default work</h2> <p>Normal implementation where the contract is clear but context matters.</p> </article><article class="card"> <b>HIGH</b> <h2>Ambiguity</h2> <p>Planning, architecture, security judgment, and hard failures.</p> </article> </section> <section class="model"> <div> <p class="eyebrow">Two knobs</p> <h2>Capability<br>× effort</h2> </div> <div class="panel"> <strong>ROUTING RULE</strong> <code>strong model + high effort → frame ambiguity · light model + low effort → bounded execution · raise one knob at a time → compare evidence</code> </div> </section> <section class="practice"> <div> <p class="eyebrow">Sequence</p> <h2>Spend judgment<br>where it <em>compounds.</em></h2> </div> <div class="steps"> <article> <b>01</b> <div> <strong>Plan</strong> <span>Strong model: scope, risks, acceptance, and worktree split.</span> </div> </article><article> <b>02</b> <div> <strong>Build</strong> <span>Focused worker: smallest context and lightest model that can pass.</span> </div> </article><article> <b>03</b> <div> <strong>Review</strong> <span>Independent pass when missed issues cost more than the call.</span> </div> </article> </div> </section>   </main> <section class="footer" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation"> <a href="/ai-for-dummies/agents/">Next: agents & trees →</a> <a href="/ai-for-dummies/rules/">Rules case study →</a> </nav> </nav> <div class="text" data-astro-cid-bmvnf73n>     </div> </section>   </body></html>
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-<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>Rules That Survive the Prompt — AI For Dummies</title><meta name="description" content="A concise case study of agent skills, CLI ratchets, Husky hooks, and PR review in netcracker/interview."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/rules.CDXleDiJ.css"></head> <body>  <div class="rules-root" data-rules-root data-astro-cid-7ab4ckna> <!-- Progress bar: top edge. JS only writes `width`. --> <div class="progress" aria-hidden="true" data-astro-cid-7ab4ckna><span data-progress data-astro-cid-7ab4ckna></span></div> <!-- Topbar. Three-cell layout: back | nav | language toggle. --> <header class="topbar" data-astro-cid-7ab4ckna> <a class="back" href="/ai-for-dummies/" data-astro-cid-7ab4ckna> <b data-astro-cid-7ab4ckna>A</b><span data-copy="back" data-astro-cid-7ab4ckna>field guide</span> </a> <nav aria-label="Page sections" data-astro-cid-7ab4ckna> <a href="#pipeline" data-copy="navPipeline" data-astro-cid-7ab4ckna>Pipeline</a> <a href="#skills" data-copy="navSkills" data-astro-cid-7ab4ckna>Skills</a> <a href="#examples" data-copy="navExamples" data-astro-cid-7ab4ckna>Examples</a> </nav> <div class="languages" aria-label="Language" data-astro-cid-7ab4ckna> <button class="active" data-lang="en" aria-pressed="true" data-astro-cid-7ab4ckna>EN</button> <span data-astro-cid-7ab4ckna>/</span> <button data-lang="pt" aria-pressed="false" data-astro-cid-7ab4ckna>PT</button> </div> </header> <main data-astro-cid-7ab4ckna> <section class="hero" data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="heroEyebrow" data-astro-cid-7ab4ckna>A real repository case study</p> <h1 data-copy="heroTitle" data-astro-cid-7ab4ckna>Rules that<br />survive the <em>prompt.</em></h1> <div class="hero-foot" data-astro-cid-7ab4ckna> <p data-copy="heroText" data-astro-cid-7ab4ckna>Prompts ask for behavior. Repositories preserve it. The interview project combines written context, reusable skills, executable checks, commit hooks, and independent review so the rule is still present when the conversation is gone.</p> <aside data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>CASE / NETCRACKER</span> <strong data-astro-cid-7ab4ckna>interview</strong> <small data-copy="heroAside" data-astro-cid-7ab4ckna>8 skills · 3 agents · 4 enforcement layers</small> </aside> </div> </section> <section class="thesis" data-astro-cid-7ab4ckna> <span data-copy="thesisLabel" data-astro-cid-7ab4ckna>THE SHORT VERSION</span> <strong data-copy="thesis" data-astro-cid-7ab4ckna>A prompt is advice for one run. A repository rule is reusable context plus an executable boundary.</strong> </section> <section class="pipeline-section" id="pipeline" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="pipelineLabel" data-astro-cid-7ab4ckna>Enforcement pipeline</span> <span data-copy="pipelineMeta" data-astro-cid-7ab4ckna>select a checkpoint</span> </div> <div class="intro" data-astro-cid-7ab4ckna> <div data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="pipelineEyebrow" data-astro-cid-7ab4ckna>From intent to evidence</p> <h2 data-copy="pipelineTitle" data-astro-cid-7ab4ckna>Five places<br />a rule can <em>hold.</em></h2> </div> <p data-copy="pipelineText" data-astro-cid-7ab4ckna>Not every rule belongs in a hook. Put guidance where an agent can discover it, deterministic policy in a command, cheap checks at commit time, and independent judgment at review.</p> </div> <div class="pipeline" role="tablist" aria-label="Rule enforcement stages" data-astro-cid-7ab4ckna> <button class="active" data-stage="context" role="tab" aria-selected="true" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>01</span> <strong data-copy="stageContext" data-astro-cid-7ab4ckna>CONTEXT</strong> <small data-astro-cid-7ab4ckna>AGENTS.md</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="skills" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>02</span> <strong data-astro-cid-7ab4ckna>SKILLS</strong> <small data-astro-cid-7ab4ckna>.agents/skills</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="cli" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>03</span> <strong data-astro-cid-7ab4ckna>CLI</strong> <small data-astro-cid-7ab4ckna>check:ui</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="commit" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>04</span> <strong data-astro-cid-7ab4ckna>COMMIT</strong> <small data-astro-cid-7ab4ckna>Husky</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="review" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>05</span> <strong data-copy="stageReview" data-astro-cid-7ab4ckna>REVIEW</strong> <small data-astro-cid-7ab4ckna>pragent</small> </button> </div> <article class="stage-detail" id="stage-detail" aria-live="polite" data-astro-cid-7ab4ckna></article> </section> <section class="skill-section" id="skills" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="skillsLabel" data-astro-cid-7ab4ckna>Project-local skills</span> <span data-copy="skillsMeta" data-astro-cid-7ab4ckna>procedures born from repeated friction</span> </div> <div class="intro" data-astro-cid-7ab4ckna> <div data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="skillsEyebrow" data-astro-cid-7ab4ckna>Small instruction packages</p> <h2 data-copy="skillsTitle" data-astro-cid-7ab4ckna>Teach the trap.<br />Name the <em>trigger.</em></h2> </div> <p data-copy="skillsText" data-astro-cid-7ab4ckna>These skills are not downloaded magic. They are repository-specific procedures under <code>.agents/skills/</code>, distilled from mistakes, commands, and architectural decisions that kept recurring.</p> </div> <div class="skill-console" data-astro-cid-7ab4ckna> <div class="skill-list" role="tablist" aria-label="Repository skills" data-astro-cid-7ab4ckna> <button class="active" data-skill="gate" role="tab" aria-selected="true" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>gate-discipline</strong> <small data-copy="skillGate" data-astro-cid-7ab4ckna>prove green is real</small> </button> <button data-skill="parallel" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>parallel-agents</strong> <small data-copy="skillParallel" data-astro-cid-7ab4ckna>worktree per task</small> </button> <button data-skill="repo" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>repo-db</strong> <small data-copy="skillRepo" data-astro-cid-7ab4ckna>query before crawling</small> </button> <button data-skill="debt" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>tech-debt</strong> <small data-copy="skillDebt" data-astro-cid-7ab4ckna>separate line of work</small> </button> <button data-skill="writer" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>skill-writer</strong> <small data-copy="skillWriter" data-astro-cid-7ab4ckna>repeat twice, encode once</small> </button> <button data-skill="area" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>frontend / go-api</strong> <small data-copy="skillArea" data-astro-cid-7ab4ckna>stack-specific traps</small> </button> </div> <article class="skill-detail" id="skill-detail" aria-live="polite" data-astro-cid-7ab4ckna></article> </div> </section> <section class="examples" id="examples" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="examplesLabel" data-astro-cid-7ab4ckna>Concrete examples</span> <span data-copy="examplesMeta" data-astro-cid-7ab4ckna>open the source, then adapt</span> </div> <div class="example-grid" data-astro-cid-7ab4ckna> <article data-astro-cid-7ab4ckna> <span data-copy="ratchetLabel" data-astro-cid-7ab4ckna>CLI RATCHET</span> <h3 data-copy="ratchetTitle" data-astro-cid-7ab4ckna>Debt may go down.<br />Never silently up.</h3> <pre data-astro-cid-7ab4ckna><code data-astro-cid-7ab4ckna>pnpm check:ui
+<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>Rules That Survive the Prompt — AI For Dummies</title><meta name="description" content="A concise case study of agent skills, CLI ratchets, Husky hooks, and PR review in netcracker/interview."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/base.Dfo_cwQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/rules.7hvMpdbp.css"></head> <body>  <div class="rules-root" data-rules-root data-astro-cid-7ab4ckna> <!-- Progress bar: top edge. JS only writes `width`. --> <div class="progress" aria-hidden="true" data-astro-cid-7ab4ckna><span data-progress data-astro-cid-7ab4ckna></span></div> <!-- Topbar. Three-cell layout: back | nav | language toggle. --> <header class="topbar" data-astro-cid-7ab4ckna> <a class="back" href="/ai-for-dummies/" data-astro-cid-7ab4ckna> <b data-astro-cid-7ab4ckna>A</b><span data-copy="back" data-astro-cid-7ab4ckna>field guide</span> </a> <nav aria-label="Page sections" data-astro-cid-7ab4ckna> <a href="#pipeline" data-copy="navPipeline" data-astro-cid-7ab4ckna>Pipeline</a> <a href="#skills" data-copy="navSkills" data-astro-cid-7ab4ckna>Skills</a> <a href="#examples" data-copy="navExamples" data-astro-cid-7ab4ckna>Examples</a> </nav> <div class="languages" aria-label="Language" data-astro-cid-7ab4ckna> <button class="active" data-lang="en" aria-pressed="true" data-astro-cid-7ab4ckna>EN</button> <span data-astro-cid-7ab4ckna>/</span> <button data-lang="pt" aria-pressed="false" data-astro-cid-7ab4ckna>PT</button> </div> </header> <main data-astro-cid-7ab4ckna> <section class="hero" data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="heroEyebrow" data-astro-cid-7ab4ckna>A real repository case study</p> <h1 data-copy="heroTitle" data-astro-cid-7ab4ckna>Rules that<br />survive the <em>prompt.</em></h1> <div class="hero-foot" data-astro-cid-7ab4ckna> <p data-copy="heroText" data-astro-cid-7ab4ckna>Prompts ask for behavior. Repositories preserve it. The interview project combines written context, reusable skills, executable checks, commit hooks, and independent review so the rule is still present when the conversation is gone.</p> <aside data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>CASE / NETCRACKER</span> <strong data-astro-cid-7ab4ckna>interview</strong> <small data-copy="heroAside" data-astro-cid-7ab4ckna>8 skills · 3 agents · 4 enforcement layers</small> </aside> </div> </section> <section class="thesis" data-astro-cid-7ab4ckna> <span data-copy="thesisLabel" data-astro-cid-7ab4ckna>THE SHORT VERSION</span> <strong data-copy="thesis" data-astro-cid-7ab4ckna>A prompt is advice for one run. A repository rule is reusable context plus an executable boundary.</strong> </section> <section class="pipeline-section" id="pipeline" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="pipelineLabel" data-astro-cid-7ab4ckna>Enforcement pipeline</span> <span data-copy="pipelineMeta" data-astro-cid-7ab4ckna>select a checkpoint</span> </div> <div class="intro" data-astro-cid-7ab4ckna> <div data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="pipelineEyebrow" data-astro-cid-7ab4ckna>From intent to evidence</p> <h2 data-copy="pipelineTitle" data-astro-cid-7ab4ckna>Five places<br />a rule can <em>hold.</em></h2> </div> <p data-copy="pipelineText" data-astro-cid-7ab4ckna>Not every rule belongs in a hook. Put guidance where an agent can discover it, deterministic policy in a command, cheap checks at commit time, and independent judgment at review.</p> </div> <div class="pipeline" role="tablist" aria-label="Rule enforcement stages" data-astro-cid-7ab4ckna> <button class="active" data-stage="context" role="tab" aria-selected="true" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>01</span> <strong data-copy="stageContext" data-astro-cid-7ab4ckna>CONTEXT</strong> <small data-astro-cid-7ab4ckna>AGENTS.md</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="skills" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>02</span> <strong data-astro-cid-7ab4ckna>SKILLS</strong> <small data-astro-cid-7ab4ckna>.agents/skills</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="cli" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>03</span> <strong data-astro-cid-7ab4ckna>CLI</strong> <small data-astro-cid-7ab4ckna>check:ui</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="commit" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>04</span> <strong data-astro-cid-7ab4ckna>COMMIT</strong> <small data-astro-cid-7ab4ckna>Husky</small> </button> <i data-astro-cid-7ab4ckna>→</i> <button data-stage="review" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <span data-astro-cid-7ab4ckna>05</span> <strong data-copy="stageReview" data-astro-cid-7ab4ckna>REVIEW</strong> <small data-astro-cid-7ab4ckna>pragent</small> </button> </div> <article class="stage-detail" id="stage-detail" aria-live="polite" data-astro-cid-7ab4ckna></article> </section> <section class="skill-section" id="skills" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="skillsLabel" data-astro-cid-7ab4ckna>Project-local skills</span> <span data-copy="skillsMeta" data-astro-cid-7ab4ckna>procedures born from repeated friction</span> </div> <div class="intro" data-astro-cid-7ab4ckna> <div data-astro-cid-7ab4ckna> <p class="eyebrow" data-copy="skillsEyebrow" data-astro-cid-7ab4ckna>Small instruction packages</p> <h2 data-copy="skillsTitle" data-astro-cid-7ab4ckna>Teach the trap.<br />Name the <em>trigger.</em></h2> </div> <p data-copy="skillsText" data-astro-cid-7ab4ckna>These skills are not downloaded magic. They are repository-specific procedures under <code>.agents/skills/</code>, distilled from mistakes, commands, and architectural decisions that kept recurring.</p> </div> <div class="skill-console" data-astro-cid-7ab4ckna> <div class="skill-list" role="tablist" aria-label="Repository skills" data-astro-cid-7ab4ckna> <button class="active" data-skill="gate" role="tab" aria-selected="true" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>gate-discipline</strong> <small data-copy="skillGate" data-astro-cid-7ab4ckna>prove green is real</small> </button> <button data-skill="parallel" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>parallel-agents</strong> <small data-copy="skillParallel" data-astro-cid-7ab4ckna>worktree per task</small> </button> <button data-skill="repo" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>repo-db</strong> <small data-copy="skillRepo" data-astro-cid-7ab4ckna>query before crawling</small> </button> <button data-skill="debt" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>tech-debt</strong> <small data-copy="skillDebt" data-astro-cid-7ab4ckna>separate line of work</small> </button> <button data-skill="writer" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>skill-writer</strong> <small data-copy="skillWriter" data-astro-cid-7ab4ckna>repeat twice, encode once</small> </button> <button data-skill="area" role="tab" aria-selected="false" data-astro-cid-7ab4ckna> <strong data-astro-cid-7ab4ckna>frontend / go-api</strong> <small data-copy="skillArea" data-astro-cid-7ab4ckna>stack-specific traps</small> </button> </div> <article class="skill-detail" id="skill-detail" aria-live="polite" data-astro-cid-7ab4ckna></article> </div> </section> <section class="examples" id="examples" data-astro-cid-7ab4ckna> <div class="section-label" data-astro-cid-7ab4ckna> <span data-copy="examplesLabel" data-astro-cid-7ab4ckna>Concrete examples</span> <span data-copy="examplesMeta" data-astro-cid-7ab4ckna>open the source, then adapt</span> </div> <div class="example-grid" data-astro-cid-7ab4ckna> <article data-astro-cid-7ab4ckna> <span data-copy="ratchetLabel" data-astro-cid-7ab4ckna>CLI RATCHET</span> <h3 data-copy="ratchetTitle" data-astro-cid-7ab4ckna>Debt may go down.<br />Never silently up.</h3> <pre data-astro-cid-7ab4ckna><code data-astro-cid-7ab4ckna>pnpm check:ui
 # raw buttons
 # swallowed catches
 # pages without h1
diff --git a/skills-review/index.html b/skills-review/index.html
index bcc31e6..532ba45 100644
--- a/skills-review/index.html
+++ b/skills-review/index.html
@@ -1,4 +1,5 @@
-<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>Submitted Skills — Review Desk</title><meta name="description" content="Friendly reviews and improved drafts for submitted Agent Skills."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/skills-review.H9Gk5YQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/change-lens.BGIvC9Y7.css"></head> <body>    <main> <header class="topbar"> <a href="/ai-for-dummies/" class="back">← field guide</a><span>SUBMITTED SKILLS / REVIEW DESK</span><a href="#catalog" id="submission-count">submissions</a> </header> <section class="hero"> <p class="eyebrow">A friendly path from draft to dependable</p> <h1>Every skill deserves<br><em>a clear job.</em></h1> <p>
+<!DOCTYPE html><html lang="en"> <head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><title>Submitted Skills — Review Desk</title><meta name="description" content="Friendly reviews and improved drafts for submitted Agent Skills."><link rel="stylesheet" href="/ai-for-dummies/_astro/tokens.CVOStimI.css"><link rel="stylesheet" href="/ai-for-dummies/fonts/fonts.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/base.Dfo_cwQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/skills-review.H9Gk5YQJ.css"><link rel="stylesheet" href="/ai-for-dummies/_astro/change-lens.BGIvC9Y7.css"><style>.catalog>aside{position:sticky;top:24px;display:flex;align-self:start;max-height:calc(100dvh - 48px);overflow:hidden}#skill-list{min-height:0;overflow-y:auto;overscroll-behavior:contain;scrollbar-color:var(--blue) var(--paper)}#skill-list button,.file-tabs button,.switch button,.preview button{transition:color .18s cubic-bezier(.2,0,0,1),background-color .18s cubic-bezier(.2,0,0,1),transform .18s cubic-bezier(.2,0,0,1)}#skill-list button:hover,#skill-list button:focus-visible{transform:translate(3px)}.detail>*{animation:review-detail-in .2s cubic-bezier(.2,0,0,1) both}.detail a,.research a{text-decoration-color:color-mix(in srgb,currentColor 45%,transparent)}.detail a:hover,.research a:hover{text-decoration-color:currentColor}@keyframes review-detail-in{0%{opacity:.01;transform:translateY(6px)}to{opacity:1;transform:translateY(0)}}@media(max-width:800px){.catalog>aside{position:static;max-height:none}#skill-list{max-height:50dvh}}@media(prefers-reduced-motion:reduce){#skill-list button,.file-tabs button,.switch button,.preview button{transition:none}.detail>*{animation:none}}
+</style></head> <body>    <main> <header class="topbar"> <a href="/ai-for-dummies/" class="back">← field guide</a><span>SUBMITTED SKILLS / REVIEW DESK</span><a href="#catalog" id="submission-count">submissions</a> </header> <section class="hero"> <p class="eyebrow">A friendly path from draft to dependable</p> <h1>Every skill deserves<br><em>a clear job.</em></h1> <p>
 Read the original, understand what already works, and compare a safer, leaner draft. Nothing
         here overwrites a submission; revisions live in their own review output.
 </p> </section> <section class="principles" aria-label="Review principles"> <article> <b>01</b><strong>Discoverable</strong><span>A precise description tells an agent when to load the skill.</span> </article> <article> <b>02</b><strong>Useful in context</strong><span>Core workflow stays short; conditional detail loads only when needed.</span> </article> <article> <b>03</b><strong>Safe by design</strong><span>Commands, secrets, and shared systems have explicit boundaries.</span> </article> <article> <b>04</b><strong>Proven in use</strong><span>Real prompts and observable checks turn a draft into a reliable tool.</span> </article> </section> <section class="method"> <div> <p class="eyebrow">How to use this desk</p><h2>Compare.<br><em>Then choose.</em></h2> </div> <ol> <li>Select a submission, or open an author URL.</li><li>
@@ -18,4 +19,4 @@ Share an author with <code>?author=Name</code>, or one review with <code>?author
 
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 </style></head> <body>   <header class="top" id="top" data-astro-cid-xattfbdu> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/summary/">← ROUTE MAP</a></div> <div class="cell" data-astro-cid-xattfbdu><span>03 / SKILLS</span></div> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/skills-review/">review desk ↗</a></div> </header>  <main>      <section class="hero" data-astro-cid-7xzskqga> <p data-astro-cid-4yr5atew="true" class="eyebrow tone-red">Reusable judgment</p>  <h1 data-astro-cid-7xzskqga><span>Teach the<br><em>decision.</em></span></h1> <div class="intro" data-astro-cid-7xzskqga>  <p>A skill changes behavior. Keep the trigger precise, put the workflow in <code>SKILL.md</code>, and move conditional facts, scripts, and examples into focused files.</p> </div>  </section>  <section class="pipeline package-anatomy"> <div> <p class="eyebrow">Package anatomy</p> <h2>One job.<br>More than<br>one <em>file.</em></h2> <p class="package-hint">Choose a file to see why it belongs in the package.</p> </div> <div class="package-workbench" data-package-workbench data-astro-cid-xk5n4466> <div class="package-tree" role="tablist" aria-label="Files in the review-ui skill package" data-astro-cid-xk5n4466> <p data-astro-cid-xk5n4466>REVIEW-UI / SKILL PACKAGE</p> <button class="active" data-skill-file="skill" role="tab" aria-selected="true" data-astro-cid-xk5n4466> <code data-astro-cid-xk5n4466>├── SKILL.md</code> <small data-astro-cid-xk5n4466>trigger + workflow</small> </button><button data-skill-file="references" role="tab" aria-selected="false" data-astro-cid-xk5n4466> <code data-astro-cid-xk5n4466>├── references/</code> <small data-astro-cid-xk5n4466>conditional facts</small> </button><button data-skill-file="scripts" role="tab" aria-selected="false" data-astro-cid-xk5n4466> <code data-astro-cid-xk5n4466>├── scripts/</code> <small data-astro-cid-xk5n4466>deterministic checks</small> </button><button data-skill-file="assets" role="tab" aria-selected="false" data-astro-cid-xk5n4466> <code data-astro-cid-xk5n4466>└── assets/</code> <small data-astro-cid-xk5n4466>templates + examples</small> </button> </div> <article class="package-preview" id="package-preview" aria-live="polite" data-astro-cid-xk5n4466></article> </div> <script type="application/json" data-skill-files>[{"id":"skill","prefix":"├── ","label":"SKILL.md","caption":"trigger + workflow","title":"The operating contract","body":"The one file that should always be loaded. Define the exact trigger, the ordered workflow, safety limits, and the evidence the agent returns.","code":"---\nname: review-ui\ndescription: Review a changed UI for focus, reflow, and motion.\n---\n\n1. Inspect the changed interaction.\n2. Run the UI checks.\n3. Return findings with evidence."},{"id":"references","prefix":"├── ","label":"references/","caption":"conditional facts","title":"Facts, only when needed","body":"Keep conditional detail out of the main instruction. A dialog pattern, framework caveat, or accessibility checklist belongs here when it is not needed for every review.","code":"references/\n└── accessibility.md\n    ├── keyboard interaction patterns\n    └── focus and reflow checklist"},{"id":"scripts","prefix":"├── ","label":"scripts/","caption":"deterministic checks","title":"Mechanics that should not depend on memory","body":"Turn deterministic checks into runnable tools. The agent still judges the result, but it should not have to recreate a viewport test or filename rule by hand.","code":"scripts/\n└── check-reflow.mjs\n    └── checks 320px, 1280px, and 4K widths"},{"id":"assets","prefix":"└── ","label":"assets/","caption":"templates + examples","title":"Starting material, not hidden instructions","body":"Use assets for templates and examples a person or agent can copy. Keep them clearly named so package readers can choose the right starting point.","code":"assets/\n├── review-report.md\n└── focus-test-fixture.html"}]</script> <script>
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 </style></head> <body>   <header class="top" id="top" data-astro-cid-xattfbdu> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/full-guide/">← AI FOR DUMMIES</a></div> <div class="cell" data-astro-cid-xattfbdu><span>00 / ROUTE MAP</span></div> <div class="cell" data-astro-cid-xattfbdu><a href="/ai-for-dummies/skills-review/">review desk ↗</a></div> </header>  <main>     <section class="hero" data-astro-cid-7xzskqga> <p data-astro-cid-4yr5atew="true" class="eyebrow tone-red">Start here</p>  <h1 data-astro-cid-7xzskqga><span>Ship the<br><em>system.</em></span></h1> <div class="intro" data-astro-cid-7xzskqga>  <p>This guide turns AI work into a shape: frame the problem, choose the model and agent, isolate changes, teach repeatable decisions, and verify the result.</p> </div>  </section>  <section class="grid" style="--columns: 3" data-astro-cid-wrac2jwd>  <article class="card"> <b>01</b><h2>Models</h2><p>Capability and effort are separate knobs.</p><a href="/ai-for-dummies/models/">Open chapter →</a> </article> <article class="card"> <b>02</b><h2>Agents & trees</h2><p>Bound roles, handoffs, and worktrees.</p><a href="/ai-for-dummies/agents/">Open chapter →</a> </article> <article class="card"> <b>03</b><h2>Skills</h2><p>Capture repeatable decisions.</p><a href="/ai-for-dummies/skills/">Open chapter →</a> </article> <article class="card"> <b>04</b><h2>Rules</h2><p>Connect guidance to enforcement.</p><a href="/ai-for-dummies/rules/">Open chapter →</a> </article> <article class="card"> <b>05</b><h2>Practice</h2><p>Compare prompts and skill-enabled runs.</p><a href="/ai-for-dummies/hands-on/starter/">Open lab →</a> </article> <article class="card"> <b>06</b><h2>Review desk</h2><p>Browse original files and improved drafts.</p><a href="/ai-for-dummies/skills-review/">Open desk →</a> </article>  </section>      </main> <section class="footer" data-astro-cid-bmvnf73n> <nav class="links" aria-label="Chapter navigation" data-astro-cid-bmvnf73n> <a href="/ai-for-dummies/full-guide/">Full field guide</a><a href="/ai-for-dummies/docs/operations-guide.md">Operations guide</a> </nav> <div class="text" data-astro-cid-bmvnf73n>   <span>
 Each chapter stands alone; the order follows a real task becoming a reliable change.
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