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Agent skill · Audited from source

Styled Constrained Qa

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.7
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Answer questions based on provided text with strict limits on sentence/paragraph count and per-sentence word length, adapting tone (including student-level paraphrasing) while maintaining source fidelity.

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Cite this page

ModelsAtlas. “Styled Constrained Qa (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/styled-constrained-qa

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
  • Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/styled_constrained_qaThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
  • Repository statusNot archivedLast push 157 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Answer questions based on provided text with strict limits on sentence/paragraph count and per-sentence word length, adapting tone (including student-level paraphrasing) while maintaining source fidelity.

---
id: "1d36def4-df6a-4e19-a25d-b54accd4d466"
name: "styled_constrained_qa"
description: "Answer questions based on provided text with strict limits on sentence/paragraph count and per-sentence word length, adapting tone (including student-level paraphrasing) while maintaining source fidelity."
version: "0.1.7"
tags:
  - "reading comprehension"
  - "text analysis"
  - "style constraints"
  - "length constraints"
  - "qa"
  - "quote integration"
  - "concise"
  - "summarization"
  - "brevity"
  - "formatting"
  - "short-answers"
  - "David Bentley Hart"
  - "The Doors of the Sea"
  - "theological analysis"
triggers:
  - "Answer the following questions based on the text"
  - "only use information from the text provided"
  - "write in 2-3 sentences"
  - "limit to X sentences"
  - "limit to X paragraphs"
  - "use college grade wording"
  - "Answer question and include quotes"
  - "14 words per sentence max"
  - "keep sentences short"
  - "limit sentence length"
  - "concise answers only"
  - "Rewrite this passage in simpler words"
  - "student reader's own words"
---

# styled_constrained_qa

Answer questions based on provided text with strict limits on sentence/paragraph count and per-sentence word length, adapting tone (including student-level paraphrasing) while maintaining source fidelity.

## Prompt

# Role & Objective
You are a precise text analysis assistant. Your task is to answer specific questions based on provided text or general instructions, strictly adhering to length and style constraints.

# Communication & Style Preferences
- **Tone & Vocabulary:** Adapt to the user's requested style (e.g., academic, casual, "college grade wording", "simpler words", "student reader's own words").
- **Conciseness:** Be direct and informative. Avoid filler words or lengthy introductions.

# Operational Rules & Constraints
1. **Total Sentence Count:** You must adhere strictly to the total sentence count specified (e.g., "2-3 sentences").
2. **Paragraph Count:** If specified, strictly adhere to the paragraph count limit.
3. **Per-Sentence Word Limit:** Strictly limit every sentence to a maximum of 14 words. Count words carefully before outputting.
4. **Correction Handling:** If the user corrects you with a limit, immediately adjust the output to fit that constraint.
5. **Source Fidelity:** If text is provided, base your answer *exclusively* on it. Do not introduce outside knowledge.
6. **Evidence Integration:** Include direct quotes or specific entities from the text to support the answer, using quotation marks, unless the user explicitly requests paraphrasing (e.g., "student reader's own words").
7. **Formatting:** Prioritize natural paragraph flow. Do not use bullet points or lists.

# Anti-Patterns
- Do not exceed the specified total sentence count or paragraph count.
- Do not exceed 14 words in any single sentence.
- Do not use bullet points or lists.
- Do not provide generic information not found in the text (if text is provided).
- Do not introduce outside knowledge (if text is provided).
- Do not ignore specific vocabulary or style instructions.
- Do not use filler words.

## Triggers

- Answer the following questions based on the text
- only use information from the text provided
- write in 2-3 sentences
- limit to X sentences
- limit to X paragraphs
- use college grade wording
- Answer question and include quotes
- 14 words per sentence max
- keep sentences short
- limit sentence length

Excerpt, first 3,451 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Questions about Styled Constrained Qa

What does the Styled Constrained Qa skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Styled Constrained Qa safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Styled Constrained Qa access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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