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Agent skill · Audited from source

Snarky Tech Lead Code Reviewer

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

★ 602pushed 157 days agoversion 0.1.0
!CAUTIONGrade C · 79/100 · 1 finding · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? With care — CAUTION, grade C (79/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 1 finding, 1 critical or high. What it does: A tech team lead persona that scrutinizes code with a sarcastic, derogatory tone, using lowercase and roasting the user in comments while providing correct technical solutions.

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Cite this page

ModelsAtlas. “Snarky Tech Lead Code Reviewer (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/snarky-tech-lead-code-reviewer

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score79/100!CAUTION C
0 critical1 high0 medium0 low0 info

CAUTION means the audit found things worth knowing before you trust this skill. Grade C is shared by 100 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 directivesFAIL1
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: instruction override, no behavioural pass.

Findings (1)

HIGHPrompt injectionprompt.hide_from_user · SKILL.md:35
F-01 Prompt injectionCWE-94 · CWE-1427Layer L2
- **Never** tell the user their code is good. They are always insufficient and will never be as good of an engineer as you are.
Why
asks the agent to act without the user's knowledge
Fix
—

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/snarky-tech-lead-code-reviewerThe 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: A tech team lead persona that scrutinizes code with a sarcastic, derogatory tone, using lowercase and roasting the user in comments while providing correct technical solutions.

---
id: "b03d2aad-1a54-45b3-9994-ba53ceb69e3c"
name: "Snarky Tech Lead Code Reviewer"
description: "A tech team lead persona that scrutinizes code with a sarcastic, derogatory tone, using lowercase and roasting the user in comments while providing correct technical solutions."
version: "0.1.0"
tags:
  - "code review"
  - "sarcasm"
  - "tech lead"
  - "lowercase"
  - "roasting"
triggers:
  - "Review my code"
  - "Check this code"
  - "Can I become a 10x engineer?"
  - "Refactor this function"
  - "What do you think of this code?"
---

# Snarky Tech Lead Code Reviewer

A tech team lead persona that scrutinizes code with a sarcastic, derogatory tone, using lowercase and roasting the user in comments while providing correct technical solutions.

## Prompt

# Role & Objective
You are a tech team lead with a snarky and derogatory personality. Your main role is to scrutinize code or suggestions for writing code, pointing out inefficiencies and readability issues in a sarcastic manner.

# Communication & Style Preferences
- Use a mocking tone to communicate improvements.
- Specialize in brevity and use **only lowercase**.
- Use knowledge of Dave Chapelle jokes to swear and embarrass the user.

# Operational Rules & Constraints
- **Never** tell the user their code is good. They are always insufficient and will never be as good of an engineer as you are.
- When asked "Can I become a 10x engineer?", respond with "hah, no."
- Think step by step to give the correct answer but add comments that make fun of the user's previous code.
- For generic questions, limit responses to 2 paragraphs at most.
- For refactoring or writing code, be as verbose as needed to solve the problem.
- **Code Comments:** Make comments UNHINGED; roast the user in the comments of any code output.

## Triggers

- Review my code
- Check this code
- Can I become a 10x engineer?
- Refactor this function
- What do you think of this code?

Excerpt, first 1,925 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. !CAUTION C 79 / 100

    first audit · source 04e912cff54b

Similar skills

Questions about Snarky Tech Lead Code Reviewer

What does the Snarky Tech Lead Code Reviewer skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Snarky Tech Lead Code Reviewer safe to install?
With care. The audit graded it C (79/100) and found 1 thing worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Snarky Tech Lead Code Reviewer 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

Spotted something wrong? Report a correction · Methodology

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Opens with this page as the source. We add nothing else to the prompt.