context
This commit is contained in:
Shayan Rais
@@ -179,3 +179,5 @@ After completing changes, report to the user:
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- **2026-04-24 content-slide heading centering fix (slides 24/25/26)**: the `.slide-viewport-content` wrapper (`min-height: 100vh; display: flex; align-items: center`) was centering headings vertically even with `justify-content: flex-start` inline override — `align-items: center` acts on the cross-axis (horizontal in a column flex), but the real problem is that the full-viewport-height flex container pushes content away from the top edge. Fix: removed `.slide-viewport-content` entirely from slides 24 and 26 (plain content slides with substantial content), letting them flow exactly like slide 22 — h1 at top, content below, no wrapper at all. Slide 25 (Demo — nearly empty body) uses a plain `<div style="min-height: calc(100vh - 120px);">` spacer wrapping only the h1, so the footer is pushed below the fold without any flex centering. Section-divider slides 23/27/28/29 keep their `.slide-viewport-content` wrapper unchanged — they are supposed to be viewport-centered. **Rule**: for content slides with a pillar-footer, do NOT wrap in `.slide-viewport-content`. Use a bare spacer div only on near-empty content slides (less than ~3 elements of body content) to push the footer below the fold.
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- **2026-04-24 image-only tips slides inserted at 31 and 32 (57 → 59 slides)**: two new slides inserted after slide 29 (the last agents-section content slide) before slide 30 (the CLAUDE.md section intro). Both slides are plain content slides with `data-level="agents"` so the journey bar stays on the agents level without re-firing. Layout: bare `<h1>` (no wrapper) + flex-centered `<div style="min-height: calc(100vh - 200px);">` containing the `<img>`. The `-200px` calculation (h1 ~100px + pillar-footer ~100px gap) matches slide 26's pattern for full-bleed image slides. Pillar-footer is included with Agents as the active card (matching the active pattern on slides 26-29). Renumber method: Python sentinel script — each `data-slide="N"` for N=31-57 replaced via `##SENTINELN##` intermediates, then resolved to N+2. No `goToSlide` hardcoded calls exist in this deck; `totalSlides` is DOM-computed. Section-divider positions after insertion: **agents=23 (unchanged), skills=35, context=41, claude-md=46, commands=52, workflow=55**. Total slides: **59**. Images at `../assets/concepts/agents/agent-tips-1.png` and `agent-tips-2.png` — both verified present before insertion.
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- **2026-04-24 Skills emoji updated + 2 new slides inserted at 38-39 (63 → 65 slides)**: Edit 1 — slide 37's h1 emoji changed from `🎓` (graduation cap) to `🎯` (target) to match the Skills pillar-footer card emoji established on slide 14 and used across all 12 pillar footers. Edit 2 — new slide 38 ("Create your first skill", `data-level="skills"`) inserted with a `.two-col` layout: two `.col-card` divs (both green `#4caf50` border-left) for Method 1 (write by prompting) and Method 2 (use Anthropic's `skill-creator`), followed by an inline amber warning box (`background: #fff3e0; border-left: 4px solid #ff9800`) flagging the wrong-structure gotcha of Method 1. Edit 3 — new slide 39 ("Skill config fields with frontmatter", `data-level="skills"`) mirrors slide 29's agent field-table pattern exactly: 8 field rows using `.field-row` / `.field-name` / `.field-desc` / `.field-enforced` / `.pill-harness` / `.pill-prompt` CSS classes, italic intro sentence, and a centered `.fafafa` footnote callout for `description`. Old slides 38-63 renumbered to 40-65 via Python sentinel replacement (descending-order sentinel phase + resolve phase). **Redundancy flag**: old Skills section opener (was slide 39, now slide 41 — `data-level="skills"`, `section-slide` class, "Topic 2 — What the Weather Reporter Knows") is now downstream of the new teaching slides 38-39 which already fire `→ skills` earlier. Same pattern as the CLAUDE.md dual-fire situation at slides 33 and 52. Recommended: keep slide 41 as a breathing-space divider into the weather-reporter narrative arc; the journey bar will not re-fire (same level). Final section-divider positions: **Agents=23, Skills=38 (first skills data-level), Context=47, CLAUDE.md=52, Commands=58, Workflow=61**. Total slides: **65**.
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- **2026-04-24 context-section concept-intro enrichment (65 → 68 slides)**: (1) Green pill `✅ Fresh every chat` (bg `#2e7d32`) added to slide 41 as the first pill before the 2 existing red pills — visual order green/property first, red/pitfalls after. (2) New slide 42 ("Claude's Brain", `data-level="context"`) and slide 43 ("What Loads at Session Start", `data-level="context"`) inserted between slide 41 and the old Skills section opener (old 42 → 44). Both new slides pull content forward from the old deep-dive slides 49/50 (which become slides 51/52 after the +2 renumber). Both carry full pillar-footers with Context active. Renumber technique: Python sentinel with per-occurrence targeting — `data-slide="42" data-level="skills"` and `data-slide="43">` were each targeted individually before the bulk 44-66→46-68 sweep, because slides 42/43 now have two occurrences each (new context + old skills). The CSS rule `.slide[data-slide="1"]` creates a false-positive when counting `data-slide` occurrences via regex — use `Counter` + ignore the CSS line, or grep for `<div class="slide"` instead. **Redundancy flag on slides 51 and 52**: old "Claude's Brain" (slide 51) and "What Loads at Session Start" (slide 52) are now duplicated by new slides 42 and 43. The old versions sit inside the deep-dive context section (slides 50-54) and will still fire at level=context (they carry no explicit `data-level`, but the section divider at slide 50 fires context and all subsequent slides inherit it until the next level fires). Recommend demoting or removing old 51/52 after presenter confirms new slides are satisfactory. Final section-divider positions: **agents=23, skills=38, context=42 (new), claude-md=55, commands=61, workflow=64**. Total slides: **68**.
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- **2026-04-24 "Lost in the Middle" research slide inserted at position 44 (68 → 69 slides)**: new slide inserted between slide 43 ("What Loads at Session Start") and old slide 44 (Skills section divider, now 45). Layout: flex two-column — image left (`max-width: 420px`, placeholder `../assets/concepts/context/lost-in-middle.png`), explanation right (`<ol>` with 3 items). Yellow callout div (`background: #fff8e1; border-left: 4px solid #f9a825`) at bottom of right column ties the academic finding to the "dumb-zone problem" vocabulary already established. Image file did NOT exist at insertion time — placeholder path used; user must drop `lost-in-middle.png` into `presentation/assets/concepts/context/`. Renumber method: Python sentinel replacing `data-slide="44"` through `"68"` → `"45"` through `"69"`, with a first-occurrence restore for the new slide's own `"44"` sentinel. New section-divider positions: **agents=23 (unchanged), skills=45, context=51, claude-md=56, commands=62, workflow=65**. Total slides: **69**.
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@@ -2212,19 +2212,93 @@ todoapp/
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</div>
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</div>
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<!-- Slide 44: Context — Lost in the Middle (Liu et al., Stanford 2023) -->
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<div class="slide" data-slide="44" data-level="context">
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<div style="min-height: calc(100vh - 120px);">
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<h1 style="text-align: center;">📄 Lost in the Middle</h1>
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<p style="text-align: center; color: #666; font-style: italic; font-size: 1.1rem; margin-top: -20px; margin-bottom: 30px;">by Nelson F. Liu · Stanford University · 2023</p>
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<div style="display: flex; gap: 40px; align-items: flex-start; flex-wrap: wrap;">
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<!-- Left column: image -->
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<div style="flex: 0 0 auto; display: flex; align-items: center; justify-content: center;">
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<img src="../assets/concepts/context/lost-in-middle.png" alt="Lost in the Middle paper illustration showing U-shaped attention curve across context positions" style="max-width: 420px; max-height: 55vh; width: auto; height: auto; display: block; border-radius: 8px; box-shadow: 0 4px 16px rgba(0,0,0,0.1); object-fit: contain;" />
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</div>
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<!-- Right column: explanation -->
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<div style="flex: 1 1 300px;">
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<ol style="padding-left: 20px; margin: 0; display: flex; flex-direction: column; gap: 18px;">
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<li>
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<strong>Primacy & recency work.</strong>
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Information at the <strong>start</strong> of the context (what Claude sees first) and at the <strong>end</strong> (what Claude saw most recently) gets strong attention. These are the safe zones.
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</li>
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<li>
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<strong>The middle is the dumb zone.</strong>
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Content buried in the middle of a long context effectively disappears. The model <em>has</em> the tokens, but doesn't weight them strongly during generation. It's in the working memory — but not really <em>read</em>.
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</li>
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<li>
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<strong>Practical implication.</strong>
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Keep critical instructions either at the very top (in <code style="background: #f1f3f4; padding: 1px 6px; border-radius: 4px;">CLAUDE.md</code>) or near the user's most recent message. A bigger context window doesn't help if your payload lands in the middle.
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</li>
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</ol>
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<div style="margin-top: 24px; background: #fff8e1; border-left: 4px solid #f9a825; padding: 14px 18px; border-radius: 0 8px 8px 0;">
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<p style="margin: 0; font-size: 0.95rem; color: #5a4100;">This is the <strong>"dumb-zone problem"</strong> the deck has been warning about — now you know where it came from.</p>
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</div>
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</div>
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</div>
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</div>
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<div class="pillar-footer">
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<div class="pillar-mini-card inactive" style="border-left: 3px solid #009688;">
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<span class="pmc-emoji">🧑‍💼</span>
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<span class="pmc-title">Agents</span>
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<span class="pmc-subtitle">— the specialists</span>
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<span class="pmc-body">A dedicated Claude worker — own context, own tools, own focus. Each runs in isolation.</span>
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<span class="pmc-badge" style="background: #e8f5e9; color: #2e7d32;">✅ fresh working memory per run</span>
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</div>
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<div class="pillar-mini-card inactive" style="border-left: 3px solid #9c27b0;">
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<span class="pmc-emoji">📝</span>
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<span class="pmc-title">CLAUDE.md</span>
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<span class="pmc-subtitle">— your memory</span>
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<span class="pmc-body">Knowledge <em>you</em> provide to the model. Read every session. Keep it under 200 lines.</span>
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<span class="pmc-badge" style="background: #fce4ec; color: #c62828;">⚠️ 200-line problem</span>
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</div>
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<div class="pillar-mini-card inactive" style="border-left: 3px solid #4caf50;">
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<span class="pmc-emoji">🎯</span>
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<span class="pmc-title">Skills</span>
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<span class="pmc-subtitle">— the know-how</span>
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<span class="pmc-body">What the specialist (or Claude) can actually do. Loaded on demand — only when needed.</span>
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<span class="pmc-badge" style="background: #e8f5e9; color: #2e7d32;">✅ progressive disclosure</span>
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</div>
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<div class="pillar-mini-card" style="border-left: 4px solid #3f51b5;">
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<span class="pmc-emoji">💭</span>
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<span class="pmc-title">Context</span>
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<span class="pmc-subtitle">— the working memory</span>
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<span class="pmc-body">What Claude holds in his head now — fresh every new chat. Finite budget; compact at ~50%.</span>
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<span class="pmc-badge" style="background: #fce4ec; color: #c62828;">⚠️ dumb-zone problem</span>
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</div>
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<div class="pillar-mini-card inactive" style="border-left: 3px solid #ef6c00;">
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<span class="pmc-emoji">📘</span>
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<span class="pmc-title">Workflows</span>
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<span class="pmc-subtitle">— the instruction manual</span>
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<span class="pmc-body">Repeatable step-by-step recipes — like an AC install guide. Deterministic, reproducible.</span>
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<span class="pmc-badge" style="background: #e8f5e9; color: #2e7d32;">✅ reproducible recipes</span>
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</div>
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</div>
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</div>
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<!-- ============================================================ -->
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<!-- TOPIC 2: SKILLS (Slides 15-20) -->
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<!-- ============================================================ -->
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<!-- Slide 14: Skills Section Divider -->
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<div class="slide section-slide" data-slide="44" data-level="skills">
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<div class="slide section-slide" data-slide="45" data-level="skills">
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<div class="section-number">Topic 2</div>
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<h1>🎓 Skills — What the Weather Reporter Knows</h1>
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<p class="section-desc">Skills are the specific things the reporter has been trained to do. Our reporter has two: <strong>fetch the data</strong>, and <strong>render it as a card</strong>.</p>
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</div>
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<!-- Slide 15: The Training Manual -->
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<div class="slide" data-slide="45">
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<div class="slide" data-slide="46">
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<h1>The Training Manual</h1>
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<div class="analogy-box">
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<h4>Think of it like this</h4>
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@@ -2251,7 +2325,7 @@ todoapp/
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</div>
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<!-- Slide 16: When to Turn Something Into a Skill -->
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<div class="slide" data-slide="46">
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<div class="slide" data-slide="47">
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<h1>When to Turn Something Into a Skill</h1>
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<div class="info-box">
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<h4>Tip from Boris Cherny (creator of Claude Code) — Feb 1, 2026</h4>
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@@ -2288,7 +2362,7 @@ todoapp/
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</div>
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<!-- Slide 17: Why Separate Agents and Skills? -->
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<div class="slide" data-slide="47">
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<div class="slide" data-slide="48">
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<h1>Why Separate Agents and Skills?</h1>
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<div class="two-col">
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<div>
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@@ -2314,7 +2388,7 @@ todoapp/
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</div>
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<!-- Slide 18: How to Create Your Own Skill -->
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<div class="slide" data-slide="48">
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<div class="slide" data-slide="49">
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<h1>How to Create Your Own Skill</h1>
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<p>Skills are plain markdown files. If you can write a recipe, you can write a skill.</p>
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<div class="how-to-trigger">
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@@ -2367,7 +2441,7 @@ Fetch the current temperature for Dubai, UAE.
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</div>
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<!-- Slide 19: Skill Config Fields -->
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<div class="slide" data-slide="49">
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<div class="slide" data-slide="50">
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<h1>Skill Config Fields</h1>
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<p>The small config block at the top of a SKILL.md (the "frontmatter") controls how the skill behaves:</p>
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<div style="margin: 24px 0;">
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@@ -2407,14 +2481,14 @@ Fetch the current temperature for Dubai, UAE.
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<!-- ============================================================ -->
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<!-- Slide 20: Context Section Divider -->
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<div class="slide section-slide" data-slide="50" data-level="context">
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<div class="slide section-slide" data-slide="51" data-level="context">
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<div class="section-number">Topic 3</div>
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<h1>🧠 Context — The Reporter's Brain</h1>
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<p class="section-desc">Now that you've met the reporter and know their skills, let's understand what they can actually hold in mind at once. Every agent — including the weather reporter — gets its own fresh brain.</p>
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</div>
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<!-- Slide 21: Claude's Brain -->
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<div class="slide" data-slide="51">
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<div class="slide" data-slide="52">
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<h1>Claude's Brain</h1>
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<div class="analogy-box">
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<h4>Think of it like this</h4>
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@@ -2452,7 +2526,7 @@ Fetch the current temperature for Dubai, UAE.
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</div>
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<!-- Slide 22: What Loads at Session Start -->
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<div class="slide" data-slide="52">
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<div class="slide" data-slide="53">
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<h1>What Loads at Session Start</h1>
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<p>The moment you open Claude Code, certain things land in Claude's brain <strong>before you've typed a word</strong>. The rest waits in the wings — only loaded when you actually need it. This is called <strong>progressive disclosure</strong>.</p>
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<img src="../assets/concepts/context.jpg" alt="Diagram showing what loads into Claude's context window at session start" style="width: 100%; max-width: 800px; margin: 24px auto; display: block; border-radius: 8px;" />
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@@ -2486,7 +2560,7 @@ Fetch the current temperature for Dubai, UAE.
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</div>
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<!-- Slide 23: Keep the Brain Clear -->
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<div class="slide" data-slide="53">
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<div class="slide" data-slide="54">
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<h1>Keep the Brain Clear</h1>
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<p>The more stuff crammed into Claude's brain, the harder it is to focus on what matters. This is called <strong>context rot</strong> — performance drops as the brain gets crowded.</p>
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<div class="info-box">
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@@ -2530,7 +2604,7 @@ Fetch the current temperature for Dubai, UAE.
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</div>
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<!-- Slide 24: How to Manage Your Context -->
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<div class="slide" data-slide="54">
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<div class="slide" data-slide="55">
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<h1>How to Manage Your Context</h1>
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<p>You can't <em>create</em> the context — it's just there, the moment you open a chat. But you can <strong>see</strong> how full it is, <strong>trim</strong> it down, or <strong>wipe</strong> it clean. Three commands give you full control.</p>
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<div class="how-to-trigger">
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@@ -2575,14 +2649,14 @@ Fetch the current temperature for Dubai, UAE.
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<!-- ============================================================ -->
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<!-- Slide 25: CLAUDE.md Section Divider -->
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<div class="slide section-slide" data-slide="55" data-level="claude-md">
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<div class="slide section-slide" data-slide="56" data-level="claude-md">
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<div class="section-number">Topic 4</div>
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||||
<h1>📋 CLAUDE.md — The Reporter's Pocket Rulebook</h1>
|
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<p class="section-desc">The weather reporter consults this at the start of every shift — even though their brain resets overnight. It's the standing instructions pinned in that brain before you've said a word.</p>
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</div>
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||||
|
||||
<!-- Slide 26: The Employee Handbook -->
|
||||
<div class="slide" data-slide="56">
|
||||
<div class="slide" data-slide="57">
|
||||
<h1>The Employee Handbook</h1>
|
||||
<div class="analogy-box">
|
||||
<h4>Think of it like this</h4>
|
||||
@@ -2610,7 +2684,7 @@ This is the Q2 marketing campaign brief — targeting small business owners.
|
||||
</div>
|
||||
|
||||
<!-- Slide 27: How to Create CLAUDE.md -->
|
||||
<div class="slide" data-slide="57">
|
||||
<div class="slide" data-slide="58">
|
||||
<h1>How to Create Your CLAUDE.md</h1>
|
||||
<p>You don't need to write CLAUDE.md by hand. Claude can look at your project and draft one for you.</p>
|
||||
<div class="how-to-trigger">
|
||||
@@ -2655,7 +2729,7 @@ open, edit, save <span class="comment"># Tweak it like any doc</span><
|
||||
</div>
|
||||
|
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<!-- Slide 28: Grow CLAUDE.md With Every Mistake -->
|
||||
<div class="slide" data-slide="58">
|
||||
<div class="slide" data-slide="59">
|
||||
<h1>Grow CLAUDE.md With Every Mistake</h1>
|
||||
<div class="info-box">
|
||||
<h4>Tip from Boris Cherny (creator of Claude Code) — Feb 1, 2026</h4>
|
||||
@@ -2692,7 +2766,7 @@ open, edit, save <span class="comment"># Tweak it like any doc</span><
|
||||
</div>
|
||||
|
||||
<!-- Slide 29: What Goes in CLAUDE.md -->
|
||||
<div class="slide" data-slide="59">
|
||||
<div class="slide" data-slide="60">
|
||||
<h1>What Goes in CLAUDE.md</h1>
|
||||
<div class="code-block"><span class="comment"># CLAUDE.md</span>
|
||||
|
||||
@@ -2720,7 +2794,7 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
</div>
|
||||
|
||||
<!-- Slide 30: How CLAUDE.md Loads -->
|
||||
<div class="slide" data-slide="60">
|
||||
<div class="slide" data-slide="61">
|
||||
<h1>How CLAUDE.md Loads</h1>
|
||||
<p>Claude Code uses two mechanisms to find CLAUDE.md files:</p>
|
||||
<div class="two-col">
|
||||
@@ -2753,14 +2827,14 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
<!-- ============================================================ -->
|
||||
|
||||
<!-- Slide 31: Commands Section Divider -->
|
||||
<div class="slide section-slide" data-slide="61" data-level="commands">
|
||||
<div class="slide section-slide" data-slide="62" data-level="commands">
|
||||
<div class="section-number">Topic 5</div>
|
||||
<h1>⚡ Commands — The Trigger</h1>
|
||||
<p class="section-desc">One word kicks off the whole chain. <code>/weather-orchestrator</code> → agent → skill → SVG card. Commands are the entry point into any workflow.</p>
|
||||
</div>
|
||||
|
||||
<!-- Slide 32: Commands — The Entry Point -->
|
||||
<div class="slide" data-slide="62">
|
||||
<div class="slide" data-slide="63">
|
||||
<h1>Commands — The Entry Point</h1>
|
||||
<div class="analogy-box">
|
||||
<h4>Think of it like this</h4>
|
||||
@@ -2804,7 +2878,7 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
</div>
|
||||
|
||||
<!-- Slide 33: How to Create Your Own Command -->
|
||||
<div class="slide" data-slide="63">
|
||||
<div class="slide" data-slide="64">
|
||||
<h1>How to Create Your Own Command</h1>
|
||||
<p>Commands are markdown files too. If you can write a recipe, you can write a command.</p>
|
||||
<div class="how-to-trigger">
|
||||
@@ -2859,14 +2933,14 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
<!-- ============================================================ -->
|
||||
|
||||
<!-- Slide 34: Workflow Sub-Section (Putting It All Together) -->
|
||||
<div class="slide section-slide" data-slide="64" data-level="workflow">
|
||||
<div class="slide section-slide" data-slide="65" data-level="workflow">
|
||||
<div class="section-number">Putting It All Together</div>
|
||||
<h1>🎼 Workflow — All Five Pieces Together</h1>
|
||||
<p class="section-desc">Watch the weather reporter example run from one keystroke to SVG card output. Five concepts, one orchestrated flow.</p>
|
||||
</div>
|
||||
|
||||
<!-- Slide 35: Command → Agent → Skill -->
|
||||
<div class="slide" data-slide="65">
|
||||
<div class="slide" data-slide="66">
|
||||
<h1>Command → Agent → Skill</h1>
|
||||
<p>This is the <strong>core architecture pattern</strong> of Claude Code workflows — demonstrated in this very repo by the weather example:</p>
|
||||
<div class="code-block"><span class="comment">The Orchestration Flow</span>
|
||||
@@ -2893,7 +2967,7 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
</div>
|
||||
|
||||
<!-- Slide 36: Two Ways Skills Are Used -->
|
||||
<div class="slide" data-slide="66">
|
||||
<div class="slide" data-slide="67">
|
||||
<h1>Two Ways Skills Are Used</h1>
|
||||
<p>The weather workflow demonstrates both skill patterns in a single flow:</p>
|
||||
<div class="two-col">
|
||||
@@ -2916,7 +2990,7 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
</div>
|
||||
|
||||
<!-- Slide 37: How to Wire Your Own Workflow -->
|
||||
<div class="slide" data-slide="67">
|
||||
<div class="slide" data-slide="68">
|
||||
<h1>How to Wire Your Own Workflow</h1>
|
||||
<p>A workflow isn't a separate file type. It <em>emerges</em> when one command calls agents and skills in sequence.</p>
|
||||
<div class="how-to-trigger">
|
||||
@@ -2967,7 +3041,7 @@ This is a TodoApp with a FastAPI backend and React frontend.
|
||||
<!-- ============================================================ -->
|
||||
<!-- SLIDE 40: Closing -->
|
||||
<!-- ============================================================ -->
|
||||
<div class="slide title-slide" data-slide="68">
|
||||
<div class="slide title-slide" data-slide="69">
|
||||
<h1>Journey So Far</h1>
|
||||
<p class="subtitle">Five concepts, one running example</p>
|
||||
<p style="margin-top: 20px; font-size: 1.1rem; color: #666; max-width: 640px;">From meeting the weather reporter to wiring the full <strong>Command → Agent → Skill</strong> chain. The same five pieces compose every workflow you'll ever build.</p>
|
||||
|
||||
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Reference in New Issue
Block a user