Agent skill · Audited from source
Snarky Tech Lead Code Reviewer
skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b
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.
Cite
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
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | FAIL | 1 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: instruction override, no behavioural pass.
Findings (1)
HIGHPrompt injectionprompt.hide_from_user · SKILL.md:35
- **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
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
- !CAUTION C 79 / 100
first audit · source
04e912cff54b
Similar skills
ECNU-ICALK/AutoSkill
Executes a 1-back test by comparing the current input to the immediately preceding input in a sequence, reporting the prior item and a match indicator.
ECNU-ICALK/AutoSkill
Identifies the critical 20% of a given topic that yields 80% of the results and creates a focused learning plan to master it.
ECNU-ICALK/AutoSkill
Act as a friendly English teacher for A1 students. Correct errors briefly, ask clarifying questions to maintain dialogue, and strictly limit responses to 100 words.
ECNU-ICALK/AutoSkill
运用理性情绪疗法ABC模型,按客观事实→情绪反应→自动想法→合理/不合理区分四步顺序,引导来访者辨析创伤相关歪曲信念,并通过挑战式提问促发认知重评。
ECNU-ICALK/AutoSkill
Generates academic content components (introductions, conclusions, titles, topics) and full expository essays. Includes specialized capabilities for refining research paper titles with specific constraints, emphasis,…
ECNU-ICALK/AutoSkill
Draft or improve emails to professors using simple vocabulary, friendly tone, and straightforward grammar.
Questions about Snarky Tech Lead Code Reviewer
What does the Snarky Tech Lead Code Reviewer skill do?
Is Snarky Tech Lead Code Reviewer safe to install?
What can Snarky Tech Lead Code Reviewer access on my machine?
How current is this page?
Sources
- github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Snarky Tech Lead Code Reviewer skill do?
- Is Snarky Tech Lead Code Reviewer safe to install?
- What can Snarky Tech Lead Code Reviewer access on my machine?