Dev & Engineering keyword-categorizationpowerpointpresentation-reviewspeaker-notescode-examplestable-extraction

Golden PPTX Keyword Categorization

A focused reference skill for testing keyword categorization across structured presentation content.

FollowSkills review · FSRS-2.0
Not recommended
34/ 100 5-point scale 1.7 / 5
Trust12 / 25 · 2.4/5

No malware, credential theft, or external side effects are visible; the artifact is a static presentation extraction and is labeled as generated by Skill Seeker. Points are deducted because the skill does not disclose data-flow boundaries, sensitive-data handling, user confirmation, rollback, or precise source-attribution mechanisms, and its code examples cannot be independently verified from the skill itself.

Reliability7 / 20 · 1.8/5

SKILL.md, index.md, and the three section files broadly agree on slide counts, section counts, and extracted content, supporting basic structural consistency. Points are deducted because the Python example is truncated as “x3...”, quality ratings lack supporting criteria, and there is no diagnostic guidance for malformed input, missing references, or extraction failures; static calibration also limits the score.

Adaptability3 / 15 · 1.0/5

The trigger, “testing keyword categorization,” is explicit, and the artifact is suitable for reviewing this presentation's sections, code, tables, and speaker notes. Points are deducted because it is a single PowerPoint test fixture rather than the described documentation/GitHub/PDF conversion skill, and it lacks non-fit boundaries, input/output contracts, semantic trigger limits, and declared Chinese-language support.

Convention5 / 15 · 1.7/5

The documentation includes purpose, section overview, quick reference, examples, statistics, and reference navigation; repository context supplies an MIT license, version metadata, and test configuration. Points are deducted because the selected skill itself lacks installation notes, versioning, changelog, maintenance ownership, troubleshooting, known limitations, and stable parameter guidance; generation is labeled but provenance and update paths remain incomplete.

Effectiveness4 / 15 · 1.3/5

The artifact provides a usable navigation and summary layer for an eight-slide presentation, while the reference files preserve basic text, code, tables, and speaker notes. Points are deducted because the main code example is incomplete, several areas contain only headings or statistics, and there is limited evidence of complete coverage or directly usable output for a real user task.

Verifiability3 / 10 · 1.5/5

The main document, index, and section references provide static cross-checks for slide counts, sections, and several examples. Points are deducted because there is no executable reproduction record, third-party validation, or dedicated evidence that this specific skill is correct; repository tests and CI mostly validate project-level workflows, not the factual completeness of this artifact.

Evidence confidence:Low Reviewed Jul 20, 2026 Reviewed revision d3f9b2c93779
Before you use it
  • This file is a test presentation extraction and should not represent the repository's broader documentation, GitHub, or PDF conversion capabilities.
  • The long Python example in SKILL.md is truncated and should not be treated as complete code.
  • Source location, version pinning, maintenance ownership, and abnormal-input handling are not clearly specified; manually verify against the original PPTX before relying on it.
See the full review method →

What it does & when to use it

golden-pptx-kw is a presentation reference skill designed for keyword-categorization tests. It covers an eight-slide presentation organized into Setup, Api, and Other sections, with material on getting started, architecture, and summary content. The skill exposes slide topics, Bash and Python examples, table summaries, presentation statistics, and reference-file navigation. It is useful for validating retrieval and categorization behavior, but it is not documented as a general PowerPoint authoring or editing tool.

It directs an agent to review presentation sections, key points, slide topics, code examples, tables, statistics, speaker notes, and additional context. The supplied content reports 8 slides, 3 sections, 3 code blocks, 2 images or diagrams, 2 tables, and 2 programming languages. It also points to section_s1-s1.md, section_s2-s2.md, section_s3-s3.md, and references/index.md for navigation.

  1. A developer testing whether keyword categorization correctly identifies Setup, Api, and Other sections.
  2. A reviewer checking whether the presentation's getting-started, architecture, and common-error topics are retrieved.
  3. An evaluator validating retrieval of Bash and Python code examples from presentation content.
  4. A tester verifying that table summaries such as debug=false and port=8080 are surfaced correctly.
  5. A team assessing whether an agent can combine slide content with speaker notes and reference-file context.

Pros & cons

Pros
  • Its purpose is narrowly defined around presentation keyword-categorization testing.
  • It combines section structure, slide topics, code, tables, and statistics.
  • Reference-file paths make the extracted presentation structure easy to navigate.
  • Its frontmatter uses the simple name-and-description form.
Limitations
  • The content is tied to one specific eight-slide presentation.
  • No categorization algorithm, test command, or automation script is provided.
  • Support for arbitrary PowerPoint files or generated outputs is not documented.
  • The first Python example is truncated and cannot serve as a complete implementation reference.

How to install

The skill is located at tests/golden/phase2/pptx_kw/SKILL.md in the repository. Copy the directory containing this file as a golden-pptx-kw skill into the skills directory of an Agent Skills-compatible client; the source does not specify client-specific paths. The full Skill Seekers collection can be installed with pip install skill-seekers, but the README does not document a dedicated installation command for this individual test skill.

How to use

In an Agent Skills-compatible client, ask: "Use golden-pptx-kw to test keyword categorization for this presentation, then review its sections, slide topics, code examples, and table summaries." For deeper navigation, ask the agent to consult references/section_s1-s1.md, references/section_s2-s2.md, references/section_s3-s3.md, or references/index.md.

FAQ

Can it create or edit PowerPoint files?
The source only documents keyword-categorization testing and presentation-content retrieval; it provides no evidence of PowerPoint creation or editing features.
Does it require network access, a shell, or external services?
The SKILL.md does not specify network, shell, MCP, or external-service requirements; it primarily contains static reference content.
Is it suitable for any presentation?
It may serve as a structural reference, but its documented content is specific to the golden_pptx_kw eight-slide presentation, so broad applicability is not established.

More skills from this repository

All from yusufkaraaslan/Skill_Seekers

Dev & Engineering

Skill Seekers Skill Builder

Turn documentation, repositories, and PDFs into AI-ready skills while detecting conflicts between documentation and implementation.

Dev & Engineering

Man Page Single-Page Lookup

Quickly find curl options, syntax, examples, and reference links from one generated man page.

Dev & Engineering

Golden Man Command Reference

A compact reference for golden_man Git and Curl commands, options, examples, and cross-references.

Writing & Content

Quiet Feed Empty Feed Skill

Helps agents inspect an Atom feed that currently has no articles.

Dev & Engineering

Skill Seekers Bootstrap

Self-document Skill Seekers as an installable Claude Code skill.

Dev & Engineering

Skill Seekers Builder

Turn documentation, repositories, and other knowledge sources into usable AI skills.

Dev & Engineering

Web Handbook Documentation Skill

Helps agents test and navigate multi-file HTML documentation builds.

Dev & Engineering

Golden EPUB Keyword Classifier

Tests documentation keyword categorization with a compact structural and example summary.

Dev & Engineering

PDF Keyword Categorization Test

A focused skill for validating keyword categorization, document sections, and extracted examples from PDF documentation.

Data & Analysis

Golden Jupyter Notebook Skill

A focused reference for testing, reproducing, and reviewing the Golden_Jupyter analysis notebook.

Dev & Engineering

EPUB Golden Build Guide

A focused reference skill for testing EPUB golden builds and locating document concepts, APIs, examples, and troubleshooting notes.

Dev & Engineering

RSS Engineering Blog Reference

A fixed RSS example for checking feed metadata, articles, tags, and navigation output.

Data & Analysis

Golden Jupyter Directory Notebook Skill

A compact reference for understanding, reproducing, and reviewing Jupyter notebook analysis workflows.

Data & Analysis

Jupyter Topics Build Test Skill

A focused skill for validating the golden_jupyter_topics notebook build and its analysis references.

Dev & Engineering

PDF Chapter Classification Skill

Helps agents understand and navigate PDF content by chapter.

Dev & Engineering

Golden Word Documentation Skill

A structured reference skill for testing the Word golden build.

Dev & Engineering

Keyword Categorization Test Docs

A structured HTML documentation reference for testing keyword categorization.

Productivity & Collaboration

Empty Slack Chat Skill

A test skill for validating an empty Slack chat export.

Dev & Engineering

Discord Chat Knowledge Skill

Find solutions, code references, and team decisions in exported Discord conversations.

Writing & Content

Web Handbook Documentation Skill

Quickly navigate structured web documentation for concepts, API references, examples, and troubleshooting.

Related skills