skill-creator
Build and Evaluate AI Skills
Skill development often lacks repeatable testing and evidence. This skill guides drafting, evaluation, benchmarking, revision, trigger optimization, and packaging.
Stop for confirmation before installing.
Review the plan and obtain explicit user consent before changing files.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "skill-creator" from https://skillstore.io/skills/davila7-skill-development.md and its manifest at https://skillstore.io/api/skills/davila7-skill-development/manifest. Verify the artifact. Stop and obtain explicit user consent before installing or changing files.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.
Test it
Using "skill-creator". Create a skill that converts interview notes into structured research summaries.
Expected outcome:
A skill draft with trigger guidance, a focused workflow, expected output sections, edge-case handling, and three realistic evaluation prompts.
Using "skill-creator". Compare my revised spreadsheet skill against its original version.
Expected outcome:
- A benchmark summary comparing pass rate, execution time, and token use.
- A review page showing both output sets, formal grades, and feedback controls.
- Revision recommendations tied to repeated failures and transcript evidence.
Using "skill-creator". Improve when my deployment skill activates, without causing unrelated triggers.
Expected outcome:
A balanced trigger test set, measured train and holdout results, and a concise description selected from evaluated alternatives.
Security Audit
High RiskMost findings are scanner false positives caused by Markdown backticks, CSS borders, JavaScript template literals, loopback networking, and ordinary key enumeration. Confirmed risks include unsandboxed nested Claude execution, inherited secrets, forced port termination, browser injection paths, unsafe symlink handling, and shared temporary files. Publication should wait until high-impact execution, XSS, and file disclosure issues are fixed.
Confirmed security concerns (6)
Capability review items (28)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
๐ Filesystem access (15)
โก Contains scripts (9)
โ๏ธ External commands (50)
๐ Network access (16)
๐ Env variables (3)
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.
Copy report link
https://skillstore.io/skills/davila7-skill-development/audits/9?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
[](https://skillstore.io/skills/davila7-skill-development?utm_source=security_passport_badge)HTML badge
<a href="https://skillstore.io/skills/davila7-skill-development?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-skill-development/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/davila7-skill-development.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 ยท BibTeX ยท CFF)
APA citation
davila7. (2026). skill-creator security audit report (audit version 9) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-skill-development/audits/9BibTeX citation
@techreport{davila7-davila7-skill-development-2026,
author = {davila7},
title = {skill-creator security audit report (audit version 9)},
institution = {Skillstore},
year = {2026},
number = {9},
url = {https://skillstore.io/skills/davila7-skill-development/audits/9},
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: "skill-creator security audit report (audit version 9)"
version: "unspecified"
type: report
authors:
- name: "davila7"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/davila7-skill-development/audits/9"
identifiers:
- type: other
value: "skillstore:davila7-skill-development:audit:9"
description: "Skillstore immutable audit report identifier"
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Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Create a First Skill
Turn a repeatable workflow into structured instructions, supporting resources, and practical test prompts.
Improve an Existing Skill
Compare revised and baseline outputs, review failures, and refine instructions across measured iterations.
Optimize Skill Triggering
Test positive and negative queries, measure trigger rates, and select a stronger description using held-out results.
Try These Prompts
Create a skill for [workflow]. Ask about inputs, outputs, tools, edge cases, and triggering phrases before drafting it.
Review the skill at [path]. Identify unclear instructions, missing safeguards, weak trigger guidance, and opportunities for progressive disclosure.
Evaluate the skill at [path] using [test prompts]. Compare revised and baseline outputs, grade assertions, and summarize benchmark results.
Optimize the trigger description for [skill path] using positive and negative queries, validate held-out performance, then package the approved version.
Best Practices
- Confirm the intended workflow, trigger conditions, inputs, outputs, and dependencies before drafting.
- Use realistic prompts and assertions that verify meaningful outcomes instead of file presence alone.
- Review qualitative outputs with the user before applying benchmark-driven revisions.
Avoid
- Do not optimize against a small test set without separate holdout queries.
- Do not treat high pass rates as sufficient when assertions are weak or non-discriminating.
- Do not package third-party skill directories before reviewing scripts, links, symlinks, and generated files.
Frequently Asked Questions
Can this skill create a skill from scratch?
Can it improve an existing skill?
Does it require the Claude CLI?
Does it support Codex?
How are skill improvements measured?
Can it package the final skill?
Developer Details
Author
davila7License
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Ref
c43861a65bb95efcae259cd161c9d6f4dc7eec6f
Maintenance freshness
7/24/2026
Usage
5 downloads ยท 357 views
File structure
๐ agents/
๐ analyzer.md
๐ comparator.md
๐ grader.md
๐ assets/
๐ eval_review.html
๐ eval-viewer/
๐ generate_review.py
๐ viewer.html
๐ references/
๐ schemas.md
๐ skill-creator-original.md
๐ scripts/
๐ __init__.py
๐ generate_report.py
๐ package_skill.py
๐ quick_validate.py
๐ run_eval.py
๐ run_loop.py
๐ utils.py
๐ SKILL.md