Skills thought-mining

📦

thought-mining

Name: thought-mining
Author: yunshu0909

Content revision r1 Medium Risk ⚙️ External commands

Develop Article Ideas Through Thought Mining

Writers often lose useful ideas before they become clear article topics. This skill guides a staged conversation that captures insights, selects a topic, validates facts, and reviews drafts.

Supports: Claude Codex Code(CC)

📊 69 Adequate

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "thought-mining" from https://skillstore.io/skills/yunshu0909-thought-mining.md and its manifest at https://skillstore.io/api/skills/yunshu0909-thought-mining/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/yunshu0909-thought-mining.md Signed manifest GET /api/skills/yunshu0909-thought-mining/manifest Signed lockfile GET /api/skills/yunshu0909-thought-mining/lockfile

Test it

Using "thought-mining". I want to write about why team knowledge bases fail.

Expected outcome:

The skill would ask open questions, capture insight points, and flag tensions such as outdated ownership, weak incentives, and search friction.

Using "thought-mining". I have 18 insights about Claude Skills and need a topic.

Expected outcome:

It would highlight the strongest themes, ask for a one-sentence claim, and help choose a direction with reader value.

Using "thought-mining". This draft is almost ready to publish.

Expected outcome:

It would review theme clarity, logic, factual consistency, memorable lines, ending strength, and specific revision needs.

Security Audit

Medium Risk

v4 • 7/8/2026 Open versioned report

The static command findings are false positives caused by markdown inline-code markers and a fenced file tree. The entropy findings are false positives from readable Chinese markdown prose, not binary or encrypted content. A separate filesystem safety issue remains because the workflow creates local files from user-provided topic names.

Files scanned

560

Lines analyzed

Review items

False positives ignored

Confirmed security concerns (2)

Medium

stages/01-mining.md:19-20 stages/02-topic.md:31-33

Unconstrained Local File Creation

The workflow tells the agent to create insight and writing-record files using the user-provided topic. Without filename sanitization or confirmation, a topic containing path separators could write to an unintended local path.

The file creation instructions are explicit and derive filenames from the topic placeholder. The risk depends on agent behavior, so confidence is high but not absolute.

Low

stages/03-validation.md:13-16

External Search May Expose Sensitive Topics

The validation stage instructs the agent to search using the topic and core concepts. It does not require user confirmation before sending potentially private writing ideas to external search tools.

The network-search instruction is clear, but the data exposure depends on the user topic and available tools. This is a privacy risk rather than evidence of malicious exfiltration.

Risk Factors

⚙️ External commands (6)

SKILL.md:22 SKILL.md:23 SKILL.md:24 SKILL.md:25 SKILL.md:26 SKILL.md:48-62

Audited by: codex View Audit History →

Share & cite this report

Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.

Open versioned report

Copy report link

https://skillstore.io/skills/yunshu0909-thought-mining/audits/4?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

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Academic citations (APA · BibTeX · CFF)

APA citation

yunshu0909. (2026). thought-mining security audit report (audit version 4) [Author version unspecified]. Skillstore. https://skillstore.io/skills/yunshu0909-thought-mining/audits/4

BibTeX citation

@techreport{yunshu0909-yunshu0909-thought-mining-2026,
  author = {yunshu0909},
  title = {thought-mining security audit report (audit version 4)},
  institution = {Skillstore},
  year = {2026},
  number = {4},
  url = {https://skillstore.io/skills/yunshu0909-thought-mining/audits/4},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "thought-mining security audit report (audit version 4)"
version: "unspecified"
type: report
authors:
  - name: "yunshu0909"
date-released: "2026-07-08"
url: "https://skillstore.io/skills/yunshu0909-thought-mining/audits/4"
identifiers:
  - type: other
    value: "skillstore:yunshu0909-thought-mining:audit:4"
    description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Develop Article Angles

Capture scattered thoughts, identify useful insights, and turn them into a focused article direction.

Prepare Product Thought Leadership

Explore product opinions, validate claims, and shape a publishable narrative before drafting.

Organize Research Notes

Turn exploratory notes into a clear thesis, supporting structure, and final review checklist.

Try These Prompts

Start Thought Mining

Use thought-mining to help me explore an article idea about [topic]. Ask one question at a time and record useful insights.

Choose a Core Topic

Use thought-mining stage 2. Review my collected insights, identify the strongest three to five ideas, and help me choose one article direction.

Validate an Argument

Use thought-mining stage 3. Check my proposed argument against official or authoritative sources and list any corrections I should make.

Review a Final Draft

Use thought-mining stages 4 and 5. Review this draft for logic, factual consistency, memorable lines, and publication readiness: [draft].

Best Practices

Start with a clear topic and desired output format.
Pause before web validation when notes include confidential or unpublished information.
Keep generated insight and writing record files in a trusted project folder.