AI AGENT SKILLS

Deckcraft

一个面向 Other 场景的 Agent 技能。原始说明:AI PPT creation skill with structured 5-stage generation, machine-readable QA gates, checkpoint recovery, and experience accumulation. 20 layout methods, nat...

SKILL.md

SKILL.md


name: deckcraft
description: >
AI PPT creation skill with structured 5-stage generation, machine-readable QA gates,
checkpoint recovery, and experience accumulation. 20 layout methods, native charts,
visual QA pipeline, and automated gate checks.


DeckCraft v5.1.0 — Release Notes

Released: 2026-05-19 · Status: STABLE

Changelog

v5.1.0 — Native Charts + Visual QA (2026-05-19)

  • Charts fully native: bar/pie/line/gauge use python-pptx native chart API — all charts are double-click editable in PowerPoint
  • Visual QA pipeline: soffice → PDF → PNG → image analysis before delivery
  • CJK font fix: Microsoft YaHei → Noto Sans CJK SC (Linux-native)
  • Section divider layout: redesigned to eliminate text overlap
  • Stat cards contrast: auto-detect dark/light card background, use contrasting label color
  • generate_ppt.py: full coverage of all 23 layout types
  • gatecheckcontent.py: supported types expanded to 25

v5.0.1 → prior

  • See git history

DeckCraft v5 — Harness Engineering

Version: 5.1.0 · Engine: DeckEngine (python-pptx native charts) + ChartEngine (native)

Required tools: Read, Write, Bash

Requires: pip install python-pptx lxml Pillow

Render QA: LibreOffice Impress (soffice --headless) + poppler-utils (pdftoppm)


Anti-Patterns (Read Before Every Generation)

Anti-Pattern 1: Declaring "Gate Passed" Verbally

Wrong: "QA found 5 errors but all are minor, gate passed."
Correct: Run gate_check.py, read the JSON, only "passed": true means pass.

Anti-Pattern 2: "I Checked In My Head"

Format errors in content JSON are invisible to mental review.
Correct: Run gate_check_content.py, read the JSON output.

Anti-Pattern 3: Skipping the Process for "Simple" Decks

Even simple decks can have overflow, font issues, or broken layouts.
Correct: Use Fast Track (see below), but never skip the QA gate.


HARD RULES

  1. Every generation must follow the 5-stage flow
  2. Gates must be machine-readable — run the script, read the JSON
  3. Experience accumulation is recommended — note pattern-level fixes for future improvement
  4. All positioning values must use int() wrapping for python-pptx
  5. Clear paragraphs before adding runs — never assume p.runs[0] exists

5-Stage Generation Flow

S1 Brief → S2 Structure → S3 Content → S4 Render+QA → S5 Deliver
                          ⭐ gate        ⭐⭐ gate

Stage 1: Brief

Collect: audience, goal, duration, key messages, style preference.
Output: <project>/brief.md

Stage 2: Structure

Assign page types, write key points (full insight sentences).
Output: <project>/outline.json

Stage 3: Content

Fill copy, numbers, chart data. Respect char budgets in designs/layout_matrix.yaml.
Output: <project>/content.json

⭐ Gate S3:

python3 scripts/gate_check_content.py <project>/content.json <project>

Read gate_content.json — only "passed": true allows proceeding.

Stage 4: Render + QA

Generate PPTX from content.json, then run QA.

python3 scripts/gate_check.py <pptx_path> <project>

Read gate_result.json — only "passed": true allows proceeding.

Visual QA (render preview):

# Render PPT → PDF → PNG for visual inspection
soffice --headless --convert-to pdf <pptx_path> --outdir <project>/
pdftoppm -png -r 200 <pdf_path> <project>/preview/slide

Inspect the PNG images to verify layout, fonts, colors, and chart rendering.
Fix any visual issues found, regenerate, and re-run gate.

Stage 5: Deliver + Self-Refinement

Deliver the PPTX.


Fast Track (Simple Requests)

When all conditions are met, skip S2/S3 gates:

  • Total pages ≤ 5
  • No data charts
  • User says "quick" / "fast" / "简单"

Still required: S1 + S4 QA gate + S5 delivery.


Checkpoint Recovery

When resuming a deck project, check which files exist:

  • No brief.md → Stage 1
  • No outline.json → Stage 2
  • No content.json → Stage 3
  • No gate_content.json → Stage 3-gate
  • No .pptx → Stage 4
  • No gate_result.json → Stage 4-gate
  • All present → Stage 5

Resume from the identified stage. Do not restart from S1.


DeckEngine API

import sys, os
sys.path.insert(0, '<skill-path>')
from engine import DeckEngine

eng = DeckEngine(theme_name="business")  # 10 themes
eng.cover(title="Title", subtitle="Sub", author="Author", date="2026")
eng.toc(items=[("1", "Chapter", "Description")])
eng.section_divider("Section Title", section_number=1)
eng.content(title="Slide", bullets=["Point 1", "Point 2"], key_point="Insight")
eng.content_with_icon(title="Slide", items=[("01", "Head", "Desc")])
eng.two_col(title="Compare", left_title="A", left_items=[], right_title="B", right_items=[])
eng.vs_compare(title="VS", left_title="Before", right_title="After", rows=[("Dim", "Val1", "Val2")])
eng.table(title="Data", headers=["H1", "H2"], rows=[["a", "b"]], insights=["Key takeaway"])
eng.stat_cards(title="KPIs", stats=[("99%", "Uptime"), ("$2M", "Revenue")])
eng.chart_bar(title="Revenue", data=[[4.2, 3.8]], labels=["A", "B"], series_names=["S1"])
eng.chart_pie(title="Mix", data=[45, 30, 25], labels=["X", "Y", "Z"], donut=True)
eng.chart_line(title="Trend", data=[[1, 2, 3]], labels=["Q1", "Q2", "Q3"])
eng.chart_gauge(title="Score", value=87, max_value=100, label="NPS")
eng.timeline(title="Roadmap", milestones=[("Q1", "Launch"), ("Q2", "Scale")])
eng.process_flow(title="Steps", steps=["Research", "Build", "Launch"])
eng.matrix_2x2(title="Priority", quadrants=[("TL", "desc"), ("TR", "desc"), ("BL", "desc"), ("BR", "desc")])
eng.quote(title="Insight", quote_text="Words matter.", attribution="Author")
eng.image_full(title="Visual", image_path="photo.jpg", caption="Detail")
eng.image_split(title="Split", image_path="photo.jpg", bullets=["Point"])
eng.kpi_dashboard(title="Dashboard", kpis=[("Revenue", 12.4, 15, "M")])
eng.team_grid(title="Team", members=[("Name", "Role")])
eng.checklist(title="Tasks", items=["Task 1", "Task 2"], checked=[True, False])
eng.summary(title="Takeaways", key_points=["Point 1"], conclusion="Next step")
eng.closing(title="Thank You", message="Questions?")  # no page_num (closing slide)
eng.save("output.pptx")

10 themes: business, businessdark, tech, techgradient, minimal, elegant, creative, green, red, ocean


Design Guide

Color

Extract from user's original PPT first. Pick a bold palette matching the topic.
One dominant color (60-70%), 1-2 supporting, one sharp accent.

Typography

| Element | Size | Notes |
|---------|------|-------|
| Slide title | 26-36pt bold | Must stand out |
| Body text | 14-16pt | Never below 10pt |
| Captions | 10-12pt | Muted color |

CJK: Noto Sans CJK SC / Latin: Arial / Calibri

Spacing

  • Minimum margin: 0.5"
  • Between blocks: 0.3-0.5"
  • Leave breathing room

Avoid

  • Repeating the same layout on every slide
  • Text-only slides — add visual elements
  • Center-aligned body text
  • Low-contrast text (light on light, dark on dark)

Dependencies

| Tool | Install |
|------|---------|
| python-pptx | pip install python-pptx |
| lxml | pip install lxml |
| Pillow | pip install Pillow |

Render QA (optional but recommended):

| Tool | Install |
|------|----------|
| LibreOffice Impress | apt install libreoffice-impress |
| poppler-utils | apt install poppler-utils |
| Noto Sans CJK | apt install fonts-noto-cjk |


Skill File Structure

deckcraft/
├── SKILL.md                     # This file
├── engine/
│   ├── __init__.py
│   ├── constants.py             # 10 theme color palettes, typography, grid
│   ├── core.py                  # Drawing primitives, XML cleanup, CJK font
│   ├── chart_engine.py          # Native bar/pie/line/gauge charts (python-pptx)
│   └── deck_engine.py           # 20 layout methods, 40+ high-level API
├── scripts/
│   ├── generate_ppt.py          # CLI entry point
│   ├── gate_check.py            # S4 QA gate → gate_result.json
│   └── gate_check_content.py   # S3 content gate → gate_content.json
└── designs/
    └── layout_matrix.yaml       # 23 layout definitions with char budgets