Agent skill

Is It Ture

by LeoYeAI in LeoYeAI/openclaw-master-skills

Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions".

MITAuto-check passedEducation

Install Is It Ture

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill is-it-ture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills is-it-ture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/is-it-true .claude/skills/is-it-ture && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
is-it-ture
GitHub stars
2.2k
Token cost
~4.2k tokens
SKILL.md length
1,483 words
Files
4 (incl. scripts, references)
Skills in repo
1,235
Repo updated
First seen
Licence
MIT

At a glance

Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions".

  • Works in 6 steps: Determine Analysis Type → Factual Statement Verification Framework → Opinion-Based Statement Analysis Framework → …
  • Users ask to verify information authenticity
  • SKILL.md covers Core Analysis Process, Usage Examples, Important Notes and Output Standards
  • Runs Python scripts from its folder

What it does

Is It Ture is an agent skill from LeoYeAI/openclaw-master-skills. Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions". Use when users ask to verify information authenticity, examine viewpoint logic, analyze argument validity, distinguish facts from opinions, or need dialectical thinking based on the Socratic method.

Its SKILL.md is about 4.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts and reference files (for example `_meta.json`, `references/critical-thinking-framework.md` and `scripts/package_skill.py`).

It sits in Education, covering Tutoring and explanations. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Users ask to verify information authenticity
  • Examine viewpoint logic
  • Analyze argument validity
  • Distinguish facts from opinions

Example prompts

  • “Asking the Right Questions”
  • “/is-it-ture”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Determine Analysis Type
  2. Factual Statement Verification Framework
  3. Opinion-Based Statement Analysis Framework
  4. Common Fallacy Identification
  5. Web/Article Content Processing
  6. Comprehensive Assessment

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Is It Ture loads about 4.2k tokens when it runs, and up to ~5.6k if it reads all its reference files. Until then it costs about 90 tokens; SKILL.md has 1,483 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~4.2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 1,483 words, ~4,210 tokens.

Download SKILL.mdSave it as .claude/skills/is-it-ture/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
is-it-ture
description
Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions". Use when users ask to verify information authenticity, examine viewpoint logic, analyze argument validity, distinguish facts from opinions, or need dialectical thinking based on the Socratic method.
AIGC.ContentProducer
Minimax Agent AI
AIGC.ContentPropagator
Minimax Agent AI
AIGC.Label
AIGC
AIGC.ProduceID
bc203e0cd506d5a9ca68357cf773d010
AIGC.PropagateID
bc203e0cd506d5a9ca68357cf773d010
AIGC.ReservedCode1
30440220540d3f58319068646b7214325de7a1afa68ed12a2eb91223e55452ba6d28b652022024fb2c261d27f9224890637aa90f255cc65293332b2620d4c4d4502098849fe9
AIGC.ReservedCode2
30460221008d52cba1d41b13b2708c6333d89597deffd67670f7d4124f4913ca8f2725b556022100e58a2bd576c0a1ba00408a9dd98c611a9e4972674e7b1c4e3576710470d1c2f7

Critical Analysis Skill (Is-It-Ture)

A comprehensive framework for systematic dialectical examination of viewpoints, factual statements, or web content, based on the critical thinking methodology of "Asking the Right Questions" by Browne and Keeley.

Core Analysis Process

Step 1: Determine Analysis Type

Classify the input into one of the following types:

TypeCharacteristicsAnalysis Focus
Factual StatementVerifiable objective claims involving data, research, statistics, etc.Authenticity, scientific basis, evidence support
Opinion-based StatementContains value judgments, opinions, or suggestionsThesis, conclusion, argument, evidence, assumptions
Web/Article ContentMixed content combining facts and opinionsSeparate facts from opinions, then analyze each
Step 2: Factual Statement Verification Framework

For each factual statement, systematically verify the following dimensions:

2.1 Source Tracing
  • Original Source: Where did this data/conclusion originate?
  • Authority: Does the source have professional credentials (academic journals, government agencies, renowned research institutions)?
  • Timeliness: Is the information outdated? Are there more recent studies or data?
2.2 Multi-Source Cross-Validation (Mandatory Step)

Multi-source cross-validation must be performed for ALL types of input (factual statements, opinion-based statements, web content):

2.2.1 Verification Strategies

Verification MethodAction
Direct Search VerificationUse search engines to find reliable sources for original data/research
Cross-ValidationVerify the same fact through 3+ different reliable sources
Reverse VerificationSearch whether the information has been denied by official/authoritative institutions
Deep TracingTrace the information dissemination chain to find the original source

2.2.2 Source Reliability Ratings

GradeTypeDescription
A+Government official data, prestigious academic journals, peer-reviewed researchHighest credibility
AReports from renowned institutions (WHO, World Bank, etc.), verified mainstream media reportsHighly credible
B+Professional media, industry association reports, content with clear source citationsBasically credible
BGeneral media reports, personal blogs without clear sourcesRequires cross-validation
CSocial media, forum posts, content with untraceable sourcesSuspicious
DAnonymous posts, marketing content, confirmed misinformationNot credible

2.2.3 Information Source Type Identification

TypeCharacteristicsRisk Level
MisinformationContent contradicts established facts, no reliable source supportHigh
Marketing CopyCommercial purpose, exaggeration or out-of-context presentationHigh
Unverifiable Private InformationNo verifiable source, subjective statements presented as objective factsMedium-High
Misleading InformationPartially true but deliberately misleadingHigh
Outdated InformationPreviously correct data/conclusions that are now obsoleteMedium

2.2.4 Cross-Validation Checklist

  • Was the original source found? What is the original source?
  • Are there 3+ independent reliable sources supporting this information?
  • Are there any reliable sources that contradict this?
  • Has this information been denied or corrected by authoritative institutions?
  • Does the information come from known misinformation sources?
  • Is there any out-of-context or selective quoting?
  • Have the data/statistics been deliberately distorted (scale, base, comparison method)?

2.2.5 Information Tracing Path

Original Input
    ↓
Is a specific source mentioned? (research/report/institution/person)
    ├─ Yes → Trace that source → Verify source reliability → Find original data
    └─ No → Multi-keyword search → Attempt to find reliable sources
              ↓
        Reliable source found?
            ├─ Yes → Compare original statement with original information
            └─ No → Mark as "source unknown" → Lower credibility rating
2.3 Scientific Principle Verification
  • Consistency with Known Scientific Principles: Does the statement align with established scientific theories?
  • Mechanism Explanation: Can it explain the underlying causal mechanism?
  • Boundary Conditions: What are the applicable conditions and scope of this conclusion?
2.4 Evidence Quality Assessment
  • Direct Evidence: Is there direct experimental data, statistical data, or research results supporting it?
  • Indirect Evidence: Is the inference chain rigorous?
  • Sample Quality: Is the research sample representative? Is the sample size sufficient?
  • Research Design: Is the research methodology scientific? Are there design flaws?
2.5 Logical Consistency
  • Internal Consistency: Are there internal contradictions within the statement?
  • External Consistency: Does it align with other reliable evidence?
  • Causation vs. Correlation: Has causation been confused with correlation?
Step 3: Opinion-Based Statement Analysis Framework

Deconstruct opinion-based statements into their components for systematic analysis, while performing multi-source cross-validation on any factual content involved:

3.1 Thesis Identification
  • Core Question: What question is the author trying to answer?
  • Thesis Type: Descriptive (what is) or Prescriptive (what should be)?
3.2 Conclusion Extraction
  • Main Conclusion: What is the author's core claim?
  • Sub-conclusions: What specific points support the main conclusion?
  • Conclusion Priority: Which are main points and which are supporting arguments?
3.3 Argument Structure Analysis
Argument = Conclusion + Reasons + Evidence + Hidden Assumptions
  • Reasons: What reasons does the author use to support the conclusion?
  • Evidence Types:
    • Personal experience/cases
    • Unofficial expert opinions
    • Eyewitness testimony
    • Typical cases
    • Quoted authorities/experts
    • Personal observation
    • Research results/statistical data
    • Analogies
    • Presumed premises
  • Evidence Quality: How strong a conclusion can this type of evidence support?
3.4 Assumption Identification

Explicit Assumptions (clearly stated by the author):

  • What are the author's preconditions?

Implicit Assumptions (unstated but necessary):

  • Value Assumption: What does the author consider more important? (efficiency vs. fairness, individual vs. collective, etc.)
  • Descriptive Assumption: What does the author believe about how the world works?

Questions for Examining Assumptions:

  • Is this assumption true/correct?
  • If the assumption is false, does the conclusion still hold?
  • Does this assumption conflict with reader or societal consensus?
3.5 Position Analysis
  • Author's Position: From what standpoint is the author speaking?
  • Beneficiary: Who benefits from this viewpoint?
  • Conflict of Interest: Is there obvious interest-driven motivation?
  • Reader's Position: Is the reader automatically placed in a certain position?
Step 4: Common Fallacy Identification

Examine arguments in opinion-based statements for logical fallacies:

Fallacy TypeDescriptionVerification Question
Ad HominemAttacking the person rather than the argumentIs it questioning the person rather than the argument?
Straw ManDistorting the opposing viewIs it refuting a point the opponent didn't make?
Slippery SlopeUnwarranted chain inferenceIs there sufficient evidence for each step?
Appeal to AuthorityUsing authority instead of argumentIs the authority an expert in this field? Is the issue within their expertise?
Appeal to EmotionUsing emotion instead of logicIs it manipulating reader emotions rather than reasoning?
False DilemmaCreating a false either/or situationAre middle-ground or other possibilities ignored?
EquivocationChanging key term definitionsHave key concepts changed during argumentation?
Circular ReasoningUsing the conclusion to prove the premiseAre the reasons merely restatements of the conclusion?
Hasty GeneralizationConcluding from insufficient samplesIs the sample sufficient to represent the whole?
Post Hoc Ergo Propter HocAssuming sequence equals causationIs there another explanation?
Show full SKILL.md (535 more words)Show less
Step 5: Web/Article Content Processing

For web content, additionally perform the following steps:

5.1 Source Reliability Assessment
  • Website Reputation: What is the nature of the website? (government/academic/commercial/personal blog)
  • Author Information: Is author information provided? What is the author's professional background?
  • Citations: Are reliable sources cited?
  • Update Date: Is the information current?
5.2 Content Structure Analysis
  • Fact vs. Opinion Separation: Distinguish between objective facts and subjective opinions
  • Contextual Completeness: Is it taken out of context? Is important background missing?
  • Presentation Method: Is the data presentation misleading (truncated scales, sample selection, etc.)?
5.3 Source Cross-Validation (Web-Specific)

Web content cross-validation requires special attention to:

Verification ItemAction
Domain VerificationCheck if it's a spoofed/phishing website
Publication Time VerificationFind the original publication date and subsequent update records
Content Consistency VerificationCompare web snapshots to check for content tampering
Citation Source TracingTrace all external links cited in the webpage
Reverse Image SearchPerform reverse image search to verify if images have been misappropriated
Social Media Cross-ValidationSearch whether this content was spread on social media and if there was subsequent debunking
Step 6: Comprehensive Assessment

Based on the above analysis, provide a structured assessment conclusion:

Assessment Standards
GradeRatingMeaning
Highly Credible⭐⭐⭐⭐⭐Sufficient reliable evidence, consistent with scientific principles, rigorous logic
Basically Credible⭐⭐⭐⭐Evidence basically sufficient, minor doubts may exist
Pending Verification⭐⭐⭐Insufficient evidence, more information needed
Questionable⭐⭐Obvious logical problems or insufficient evidence
Not Credible⭐Serious errors, misinformation, or malicious misleading
Assessment Report Structure
## Comprehensive Assessment Report

### Verdict
[Credibility rating and brief conclusion]

### Key Findings
1. [Primary finding 1]
2. [Primary finding 2]
3. [Primary finding 3]

### Multi-Source Cross-Validation Results
- Original Source Rating: [A+/A/B+/B/C/D]
- Cross-Validation Source Count: [X independent reliable sources]
- Verification Results:
  - Supported by: [X sources]
  - Contradicted by: [X sources]
  - No reliable source found: [description]
- Information Type Identification: [Misinformation/Marketing Copy/Unverifiable Private Information/Misleading Information/Outdated Information/Normal]

### Evidence Assessment
- Evidence Source: [description]
- Evidence Quality: [assessment]
- Evidence Gap: [existing deficiencies]

### Argumentation Quality
- Logical Structure: [assessment]
- Assumption Reasonableness: [assessment]
- Potential Fallacies: [identified issues]

### Position and Interest Analysis
- Author's Position: [identified]
- Potential Bias: [identified]
- Reader Impact: [analysis]

### Reasoning Process Supporting Conclusion
[detailed reasoning chain]

### Usage Recommendations
[How to use this information, any precautions]

Usage Examples

Example 1: Factual Statement Verification

Input: "A study shows that drinking coffee every day can extend lifespan."

Analysis Output:

### Analysis Type: Factual Statement

### Source Tracing
- Research Source: [tracing results]
- Authority: [assessment]
- Sample Size and Research Design: [analysis]

### Scientific Principle Verification
- Mechanism Explanation: [whether it exists]
- Causation vs. Correlation: [distinction result]

### Evidence Assessment
- Direct Evidence: [assessment]
- Confounding Variables: [whether considered]
- Reproducibility: [whether other research supports/contradicts]

### Comprehensive Assessment
[verdict and reasoning]
Example 2: Opinion-Based Statement Verification

Input: "We should completely ban artificial intelligence because it will replace human jobs."

Analysis Output:

### Analysis Type: Opinion-based Statement

### Thesis Identification
- Core Question: Should AI be banned?
- Thesis Type: Prescriptive

### Conclusion Extraction
- Main Conclusion: AI should be completely banned
- Implicit Premise: The harm of AI replacing jobs outweighs its benefits

### Argumentation Structure
- Reason: AI will replace human jobs
- Evidence: [missing argumentation]
- Assumptions: Work is the main value of life; banning AI won't cause other problems

### Fallacy Identification
- Slippery Slope: Assuming replacement will lead to complete replacement
- False Dilemma: Ignoring the possibility of "regulated development"
- Hasty Generalization: Using partial replacement cases to generalize the whole

### Comprehensive Assessment
[verdict]

Important Notes

  1. Maintain Objectivity: Do not take sides during analysis; let evidence speak
  2. Distinguish Certainty from Speculation: Clearly mark what is certain vs. what is speculation
  3. Acknowledge Uncertainty: Be transparent about problems that cannot be determined rather than forcing conclusions
  4. Focus on Evidence Quality: Not all evidence has equal value
  5. Recognize Timeliness: Information may change over time; dynamic evaluation is needed
  6. Multi-perspective Examination: Multiple reasonable perspectives may exist for the same issue
  7. Prioritize Multi-Source Validation: For all input, multi-source cross-validation MUST be performed first; do not rely solely on a single source
  8. Be Vigilant Against Source-less Information: For information that cannot be traced to reliable sources, credibility ratings must be lowered

Output Standards

The final output MUST contain ALL of the following sections:

  1. Analysis Type Determination: Clearly state whether it is factual or opinion-based
  2. Multi-Source Cross-Validation (Mandatory):
    • Original source rating
    • Cross-validation results (supported/contradicted/not found)
    • Information type identification
  3. Systematic Verification: Analyze item by item according to the above framework
  4. Verdict: Clear credibility rating (⭐-⭐⭐⭐⭐⭐)
  5. Reasoning Process: Complete reasoning chain supporting the conclusion
  6. Usage Recommendations: How to correctly use this information
Credibility Downgrade Triggers

The following situations MUST trigger credibility rating downgrade:

Trigger ConditionDowngrade Magnitude
Original source cannot be foundAt least 1 grade lower
No reliable source for cross-validationAt least 2 grades lower
Contradicting information foundAt least 1 grade lower
Identified as misinformation/marketing/misleadingDirectly mark as not credible
Information from anonymous/private sourcesAt least 2 grades lower

© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (scripts, references) in skills/is-it-true of LeoYeAI/openclaw-master-skills.

  • SKILL.md
  • _meta.json
  • references/critical-thinking-framework.md
  • scripts/package_skill.py

Open the folder on GitHubat commit e5199b5

Compare with similar skills

Is It Ture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Is It Ture compared with similar skills
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Hung-Yi Lee Teaching Stylevoidful/hung-yi-lee-skill1.3k—~13kAutomated safety check: PassNone
Claude Certification Tutorrohitg00/ai-engineering-from-scratch67k—~3kAutomated safety check: PassMIT
StudyVault Quiz Tutorbevibing/tutor-skills1.3k—~1.4kAutomated safety check: PassMIT

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Categories

Questions about Is It Ture

What does Is It Ture do?

Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions". Is It Ture is an agent skill from LeoYeAI/openclaw-master-skills. Conduct critical analysis of viewpoints, factual statements, or web content using the critical thinking framework from "Asking the Right Questions".

When should I use Is It Ture?

Is It Ture fits situations like: users ask to verify information authenticity; examine viewpoint logic; analyze argument validity; distinguish facts from opinions.

How do I install Is It Ture in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill is-it-ture -a claude-code`. Or copy the skill folder (skills/is-it-true in LeoYeAI/openclaw-master-skills) into .claude/skills/is-it-ture in your project. Claude Code loads it when a task matches its description.

How do I install Is It Ture in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill is-it-ture -a codex`. Or copy the skill folder (skills/is-it-true in LeoYeAI/openclaw-master-skills) into .agents/skills/is-it-ture in your project. Codex loads it when a task matches its description.

Can I use Is It Ture in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoYeAI/openclaw-master-skills --skill is-it-ture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/is-it-ture, .gemini/skills/is-it-ture, .github/skills/is-it-ture and .opencode/skills/is-it-ture in your project.

What does Is It Ture need to run?

Going by SKILL.md and its folder, Is It Ture needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Is It Ture access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Is It Ture safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Is It Ture use?

Is It Ture is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Is It Ture use?

About 4.2k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.4k tokens, read only when the agent opens those files.

What are the alternatives to Is It Ture?

Skills that share tags, products or a category with Is It Ture: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Project Tutor (rohitg00/ai-engineering-from-scratch, 67k stars), Hung-Yi Lee Teaching Style (voidful/hung-yi-lee-skill, 1.3k stars) and Claude Certification Tutor (rohitg00/ai-engineering-from-scratch, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Is It Ture?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.

Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.