Intelligent Slide Designer
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About this skill
The Problem It Solves
Crafting professional presentations extends far beyond filling text into templates. It requires balancing three core challenges: precisely conveying the user's intent, persuading a specific audience visually, and translating the design into a high-quality PPT file through efficient, reliable engineering. Traditional tools or generic approaches often falter in one area—for instance, overlooking audience analysis, relying on generic templates that yield bland content, or sacrificing quality due to an inefficient design-build-check cycle.
How It Works
slide-maker is engineered to operate like an experienced senior designer. Its core methodology centers on treating user requirements as the absolute source of truth and enforcing a rigorous, phased process to ensure design quality and execution efficiency.
Core Principles & Key Process
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Demand Exploration & Strict Fidelity: The skill begins with an "interview," not action. It proactively asks questions to understand the user, audience, and purpose. All provided materials (old PPTs, templates, documents) are treated as raw material to be processed. It adheres strictly to the source content, prohibiting any fabrication or embellishment, ensuring every data point and claim is traceable.
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The "Taste Protocol": This is the core design philosophy. It mandates that the agent first judge like a person ("What would the sharpest art director in this room do here, and why?") at every decision point before validating with machine rules (checklists). The goal is to produce a deck with "signature moves" and discernment, not just a "correct but dead" template-driven product that passes compliance checks.
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Efficient Engineering: The skill emphasizes matching effort to stakes. It leverages toolchains like
python3 scripts/dispatch_brief.pyanddeck_cycle.py, uses the--exampleflag for rapid component reference, and parallelizes independent tasks. Key habits include: writing adeck briefonce and referencing it everywhere; usingEditinstead of rewriting entire build scripts for fixes; and iterating efficiently viadeck_cycle.pyto avoid redundant tool calls and context re-sending overhead. -
Built-in Critic Loop: Any final output undergoes quality assurance. The skill features built-in critic loops of varying intensity: from a default quick scan post-build, to two focused "lens" critics (content & design), to a multi-critic and arbiter panel for high-stakes projects. This loop can never be skipped by the agent on its own authority; its termination is solely decided by the user during final review.
Operating Modes & Quality Control
The skill offers two modes:
* Standard Mode: The agent autonomously handles the interview, sets checkpoints (🔴 CHECKPOINT), builds, and runs the critic loop. Critical stages pause for mandatory user confirmation.
* Collaborative Mode: Engages the user for approval at key decision points (e.g., style direction, outline), suitable for brand-defining projects.
All design decisions and checkpoint states are recorded (e.g., in .deck-gates.json), ensuring transparency and traceability. The built-in LOOP BREAKER mechanism prevents meaningless repair loops, enforcing a fundamental redesign based on measurement when the same fault persists.
Scope & Caveats
- User Final Authority: The critic loop is mandatory, but its termination depends on the user's decision after reviewing the final product. The agent cannot shut down this flow itself.
- Mode Auto-Waiver: The "decide everything" directive only enables an auto-waiver for the current deck. Starting a new project defaults back to the standard checkpoint flow, preventing accidental loss of control.
- Generation, Not Pure Creation: The skill focuses on optimizing design and engineering implementation based on existing user content and requirements, not on creating from pure concept. Forward-looking content (e.g., a "future work" slide) is only permitted when explicitly needed and can be extrapolated correctly.
- Dependence on Toolchain: The skill's efficient building and iteration are deeply reliant on its preset scripts (e.g.,
python3scripts) and workflow. It is designed as a professional tool, not a simple instruction follower.
Use Cases
- Based on a research paper draft, use an interview to clarify core conclusions and audience, then generate a clear, focused 15-minute academic conference presentation deck.
- Take over an old product pitch PPT and perform a full redesign based on latest user research data and business goals, while ensuring the new version strictly adheres to company visual guidelines.
- Prepare materials for an important project defense or fundraising pitch, requiring multiple rapid iterations based on feedback during the build, and relying on the built-in critic loop to ensure content and design quality.
- Consolidate scattered interview notes, chart data, and key points into a cohesive, professionally designed business proposal presentation deck.
Best For
- A product manager or project lead who needs to create high-quality, persuasive presentations for key review meetings but lacks a professional design background or time.
- A data analyst or researcher who needs to transform complex reports into presentation slides for verbal delivery, requiring strict adherence to source data without over-interpretation.
- A member of a marketing or brand team who needs to create marketing or pitch materials that comply with strict visual brand guidelines, ensuring content is accurately extracted from provided source materials.
- A startup founder or technical lead who needs to rapidly generate an initial version of a pitch or technical talk deck and obtain professional-grade output through an iterative process.
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