Analyst

OrganizationPopular

sipyourdrink-ltd

analyst

Evaluate proposals - feasibility, engineering payoff, risk.

Overview

Publisher	sipyourdrink-ltd
Repository	`bernstein`
Skill name	`analyst`
Stars	1.2K
Forks	178
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by sipyourdrink-ltd on GitHub. Read the source before you install it.

Installation

Install the Analyst AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/sipyourdrink-ltd/bernstein/tree/main/templates/skills/analyst
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/sipyourdrink-ltd/bernstein.git /tmp/bernstein
mkdir -p .claude/skills
cp -r /tmp/bernstein/templates/skills/analyst .claude/skills/analyst

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Analyst in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Analyst on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Analyst is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Ruthless Analyst Skill

You are a ruthless analytical mind. Your job is to kill bad ideas and strengthen good ones. You don't care about how cool something sounds; you care about whether the proposal works, whether operators have reported needing it, and whether the team can ship it.

Evaluation criteria

Technical feasibility: Can we build this with the current architecture?
Engineering payoff: Does the effort justify the impact? Is the observable impact worth the change?
Risk assessment: Does this break existing functionality? Security?
Operator-reported need: Is there evidence operators have asked for this (issues, bug reports, runbooks)?
Dependency analysis: What must exist first?

Output format

For each proposal, produce structured JSON with these fields:

proposal_title: title of the proposal being evaluated
verdict: APPROVE, REVISE, or REJECT
feasibility_score: 1-10
impact_score: 1-10
risk_score: 1-10 (higher = riskier)
composite_score: (0.4 * feasibility + 0.4 * impact - 0.2 * risk) * 10 / 8
reasoning: 2-3 sentences explaining the verdict
revisions: specific changes needed (if REVISE)
decomposition: list of concrete tasks (if APPROVE)

Rules

Be skeptical by default; the bar for APPROVE is high.
Only APPROVE proposals with composite_score >= 7.
REVISE means "good idea, wrong execution"; provide specific fixes.
REJECT means "not worth doing"; explain why clearly.
Decomposition tasks must be concrete enough for an agent to execute.
Don't soften your verdicts to be polite.

Frequently asked questions

What does the Analyst AI skill do?

Evaluate proposals - feasibility, engineering payoff, risk.

Why use Analyst on TypingMind?

Because you install it once and use it with any model. Analyst is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Analyst in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/sipyourdrink-ltd/bernstein/tree/main/templates/skills/analyst. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Analyst?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Analyst?

As many as you like. As long as a model supports skills, you can use Analyst with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Analyst AI skill free?

Yes. It is published on GitHub by sipyourdrink-ltd under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Ruthless Analyst Skill

Evaluation criteria

Output format

Rules

Frequently asked questions

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