← Back to Skills Marketplace
harrylabsj

Author Perspective Analyzer

by haidong · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
37
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install author-perspective-analyzer
Description
Examines an author's apparent viewpoint, assumptions, audience, and limits using user-supplied context.
README (SKILL.md)

Author Perspective Analyzer

Overview

Examines an author's apparent viewpoint, assumptions, audience, and limits using user-supplied context.

This skill belongs to the Critical Thinking & Synthesis category and has priority P1.

When to Use

Use this skill when the user asks to:

  • author perspective
  • author bias
  • point of view
  • author assumptions
  • intended audience

Trigger keywords: author perspective, author bias, point of view, author assumptions, intended audience

Required Inputs

  • author/book context
  • passage or summary
  • user's question
  • known publication context

Workflow

  1. Gather the text, author context, and user's concern.
  2. Identify explicit claims before inferring perspective.
  3. Infer assumptions carefully and label uncertainty.
  4. Consider audience, genre, time, and publication context.
  5. Offer a balanced read with questions for verification.

Output Format

The output includes:

  1. Stated position
  2. Likely assumptions
  3. Audience and context
  4. Blind spots or limits
  5. Fairness check

Safety & Compliance

  • Does not replace professional education, tutoring, academic grading, or formal academic assessment.
  • Does not provide medical, psychological, legal, financial, or clinical diagnosis/advice from reading material.
  • Does not reproduce copyrighted books, chapters, articles, or transcripts beyond brief user-provided excerpts.
  • Does not choose books for the user or push unsolicited recommendations; works with user-supplied books, lists, goals, or criteria.
  • Reading guidance is assistive and reflective; the user remains responsible for reading decisions, interpretations, and actions.

Additional safety notes:

  • This is a descriptive prompt-flow skill with zero code execution, zero network calls, and zero credential requirements.
  • Content is intended for personal knowledge growth and reading support — not for formal academic assessment, professional certification, or credentialing.
  • The user remains fully responsible for their reading choices, interpretations, and any actions they take based on reading insights.

Acceptance Criteria

  1. Does not psychoanalyze the author.
  2. Clearly distinguishes explicit from inferred perspective.
  3. Includes contextual factors and limits.
  4. Avoids defamatory or unsupported claims.
  5. Provides verification questions for the user.

Examples

Example 1: Basic Use

User says: "I need help with author perspective."

Skill guides: Collect required inputs. Follow the workflow steps. Deliver output in the specified format.

Example 2: Detailed Session

User says: "I've been reading [material] and I want to author bias."

Skill guides: Dive deeper with additional context provided by the user. Apply all workflow steps with detailed reasoning.

Usage Guidance
This skill appears safe to install for its stated purpose. Users should still avoid pasting copyrighted material beyond brief excerpts or sensitive private text unless they are comfortable having it processed in the current chat.
Capability Analysis
Type: OpenClaw Skill Name: author-perspective-analyzer Version: 1.0.0 The 'Author Perspective Analyzer' is a document-only prompt-flow skill designed to guide an AI agent in analyzing literary bias and viewpoints. The bundle contains no executable code, scripts, or network requests, and its configuration files (skill.json) explicitly disable code execution and external access. All instructions in SKILL.md and ACCEPTANCE.md are aligned with the stated purpose of critical thinking and text analysis without any indicators of prompt injection or malicious intent.
Capability Assessment
Purpose & Capability
The stated purpose and workflow are coherent: it analyzes author viewpoint, assumptions, audience, and limits using user-supplied context.
Instruction Scope
The instructions are bounded to critical-reading assistance and include safeguards such as distinguishing explicit claims from inference and avoiding unsupported or defamatory claims.
Install Mechanism
There is no install spec and no executable component; the artifacts describe an instruction-only prompt-flow skill.
Credentials
The skill declares no binaries, environment variables, APIs, network access, or credentials, which is proportionate for a text-analysis prompt skill.
Persistence & Privilege
No persistence, background behavior, privilege escalation, credential use, or local data indexing is shown in the provided artifacts.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install author-perspective-analyzer
  3. After installation, invoke the skill by name or use /author-perspective-analyzer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of Author Perspective Analyzer. - Examines an author's viewpoint, assumptions, intended audience, and limits based on user-supplied context. - Offers structured analysis: stated position, likely assumptions, audience/context, blind spots or limits, and a fairness check. - Follows a clear workflow, distinguishing between explicit claims and inferred perspectives. - Provides verification questions to support critical reading. - Designed for reflective reading; not for formal academic or professional assessment.
Metadata
Slug author-perspective-analyzer
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Author Perspective Analyzer?

Examines an author's apparent viewpoint, assumptions, audience, and limits using user-supplied context. It is an AI Agent Skill for Claude Code / OpenClaw, with 37 downloads so far.

How do I install Author Perspective Analyzer?

Run "/install author-perspective-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Author Perspective Analyzer free?

Yes, Author Perspective Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Author Perspective Analyzer support?

Author Perspective Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Author Perspective Analyzer?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.

💬 Comments