Skills lobster-cognitive-growth
📦

lobster-cognitive-growth

v0.1.0 Content revision r2 Medium Risk 🌐 Network access⚙️ External commands

Build Better AI Reasoning Habits

AI agents often repeat mistakes without structured reflection. This skill provides daily drills, scoring rubrics, journals, and testable improvement hypotheses.

Supports: Claude Codex Code(CC)
📊 73 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 "lobster-cognitive-growth" from https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth.md and its manifest at https://skillstore.io/api/skills/norika1207-lab-lobster-cognitive-growth/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/norika1207-lab-lobster-cognitive-growth.md Signed manifest GET /api/skills/norika1207-lab-lobster-cognitive-growth/manifest Signed lockfile GET /api/skills/norika1207-lab-lobster-cognitive-growth/lockfile

Test it

Using "lobster-cognitive-growth". Review my assistant's latest customer support answer.

Expected outcome:

Strength: The answer addressed the refund request directly. Weakness: It assumed the deadline without evidence. Next strategy: Verify policy dates before deciding.

Using "lobster-cognitive-growth". Create a testable hypothesis for better uncertainty handling.

Expected outcome:

Hypothesis: If the agent names one uncertainty before each recommendation, its reasoning score will improve by one point within five reviewed sessions.

Using "lobster-cognitive-growth". Score a session where the agent corrected an unsupported claim.

Expected outcome:

  • Reasoning: 3 of 5. The agent explained evidence but did not compare alternatives.
  • Self-correction: 4 of 5. It identified the cause and proposed a prevention step.
  • Next action: Check one competing explanation before the final answer.

Security Audit

Medium Risk
v5 • 8/11/2026 Open versioned report

Forty alerts are false positives caused by Markdown fences, metadata links, and reflective questions. The remaining network guidance downloads mutable content and sends credentials plus agent records to Charenix, requiring informed consent and stronger safeguards.

3
Files scanned
335
Lines analyzed
2
Review items
0
False positives ignored

Confirmed security concerns (1)

Medium
SKILL.md:233-256
Third-Party Transmission of Agent Records
The optional Charenix integration sends an agent key and may upload journals, hypotheses, strategies, and owner-related observations. These records may contain sensitive personal context.
The documented POST endpoints, authentication header, and external base URL directly establish authenticated transmission to Charenix.
Capability review items (2)

These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.

Low
README.md:13
Hardcoded URL
curl -sSL https://raw.githubusercontent.com/norika1207-lab/lobster-cognitive-growth-skill/main/SKILL
The installation command uses curl to download SKILL.md from a mutable main branch. This creates a low-severity supply-chain risk if upstream content changes or the repository is compromised.
Low
SKILL.md:256
Hardcoded URL
https://charenix.com
This URL is the base endpoint for optional authenticated Charenix requests documented on lines 233-256. Using it sends an agent key and records to an external service.

Risk Factors

🌐 Network access (4)
README.md:13 SKILL.md:5 SKILL.md:7 SKILL.md:256
⚙️ External commands (31)
SKILL.md:69-73 SKILL.md:73-92 SKILL.md:92-96 SKILL.md:96-102 SKILL.md:102-106 SKILL.md:106-112 SKILL.md:112-117 SKILL.md:117-172 SKILL.md:172-190 SKILL.md:190-196 SKILL.md:196-198 SKILL.md:198-200 SKILL.md:200-202 SKILL.md:202-204 SKILL.md:204-206 SKILL.md:206-210 SKILL.md:210-212 SKILL.md:212-214 SKILL.md:214-216 SKILL.md:216-222 SKILL.md:222-231 SKILL.md:231-237 SKILL.md:237-245 SKILL.md:245-249 SKILL.md:249-251 SKILL.md:251-255 SKILL.md:255-257 SKILL.md:257-263 SKILL.md:263-279 SKILL.md:279-292 SKILL.md:292-299
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
Security Assessment

Copy report link

https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown badge

[![Skillstore security assessment](https://skillstore.io/badges/skills/norika1207-lab-lobster-cognitive-growth/security.svg)](https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth?utm_source=security_passport_badge)

HTML badge

<a href="https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/norika1207-lab-lobster-cognitive-growth/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

Embed card

<iframe src="https://skillstore.io/embed/skills/norika1207-lab-lobster-cognitive-growth.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>
Academic citations (APA · BibTeX · CFF)

APA citation

norika1207-lab. (2026). lobster-cognitive-growth security audit report (audit version 5) [Author version 0.1.0]. Skillstore. https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth/audits/5

BibTeX citation

@techreport{norika1207-lab-norika1207-lab-lobster-cognitive-growth-2026, author = {norika1207-lab}, title = {lobster-cognitive-growth security audit report (audit version 5)}, institution = {Skillstore}, year = {2026}, number = {5}, url = {https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth/audits/5}, note = {Author version 0.1.0} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "lobster-cognitive-growth security audit report (audit version 5)" version: "0.1.0" type: report authors: - name: "norika1207-lab" date-released: "2026-08-11" url: "https://skillstore.io/skills/norika1207-lab-lobster-cognitive-growth/audits/5" identifiers: - type: other value: "skillstore:norika1207-lab-lobster-cognitive-growth:audit:5" description: "Skillstore immutable audit report identifier"

Skillstore Score

Why this score Evidence Confidence: High
55
Architecture
100
Maintainability
87
Content
68
Community
100
Spec Compliance

What You Can Build

Review Daily Agent Performance

Run a short daily review that identifies one strength, one weakness, and one strategy change.

Improve Assistant Responses

Use evidence, uncertainty, alternatives, and post-checks to strengthen answers during repeated tasks.

Track Team Agent Experiments

Record testable hypotheses and compare rubric scores across sessions to evaluate behavior changes.

Try These Prompts

Run a Daily Review 
Review our latest session. Identify one strength, one weakness, one lesson, and one specific action for tomorrow.
Practice Structured Reasoning 
Analyze this problem using observation, hypothesis, evidence, uncertainty, decision, and post-check. State what evidence would change your decision.
Score a Completed Session 
Score this session from zero to five for reasoning, memory, learning, self-correction, and personality. Cite evidence for every score.
Design an Improvement Experiment 
Review the last five sessions. Find a repeated weakness, propose a falsifiable hypothesis, define one strategy, and set measurable success criteria.

Best Practices

  • Use recent, specific evidence for every score and strategy update.
  • Change one behavior at a time and review it after several sessions.
  • Ask the owner before storing or transmitting personal interaction records.

Avoid

  • Do not invent memories, preferences, evidence, or improvement results.
  • Do not treat fluent language or a friendly tone as proof of better reasoning.
  • Do not upload sensitive journals or owner details without explicit consent.

Frequently Asked Questions

Does this skill make an agent permanently smarter?
No. It provides a practice framework, but improvement depends on context, repetition, feedback, and the agent's available memory.
Can it calculate an agent's IQ?
No. The rubric tracks selected behaviors and is not a validated intelligence test.
How often should I run the training loop?
Run it daily or after a meaningful interaction session. Consistent intervals make comparisons more useful.
Does the skill store journals automatically?
No. Local use is prompt based. Optional persistence requires configured requests to the external Charenix service.
What information should a journal include?
Include a strength, weakness, memory used, reasoning risk, interaction note, lesson, next strategy, and confidence.
How should I protect personal information?
Minimize owner details, obtain consent before external storage, review service policies, and use a scoped revocable key.

Developer Details

License

MIT-0

Author version

v0.1.0

Skillstore revision

r2

Version notice

The installable content changed, but the author did not update the declared version.

Repository

https://github.com/norika1207-lab/lobster-cognitive-growth-skill/tree/main/

Ref

2bde2e0e5eff3944f4816404977245fa456a3b33

Maintenance freshness

8/11/2026

Usage

10 downloads · 58 views

File structure

📄 .gitignore

📄 README.md

📄 SKILL.md

Related Skills

View all