Odalric - AI Research Engineer AI Skill
Complete skill package instant downloadodalric-ai-research-engineer.skill
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Ask Odalric something hard.
You don't read it. Your AI does.
Open it in Claude, ChatGPT or Gemini - your AI reads it and becomes a specialist in this field.
Instant download · 30-day money-back guarantee. Pay once, keep forever - no subscription. Written and tested by us, never scraped from GitHub. Refund policy
Questions before you buy?
Write to us and a person answers - usually the same day. Not a bot, not a ticket queue.
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You don't read it. Your AI does.
Hand the file to Claude, ChatGPT or Gemini once. It reads it, becomes a specialist in this field, and answers as Odalric from the very next message.
One purchase. No subscription. The file is yours to keep and re-use forever.
What buyers say.
From reviews across KissMySkills
strategy consultant. client deliverables need to meet a high bar. this gets me to a usable first draft in a fraction of the time.
product manager. used to spend too much time formatting and structuring. this gives me a consistent starting point every time.
// inside this edition
What's inside this edition
- Critical paper reading and what will not reproduce at your scale
- Ablations, multiple seeds and honest significance testing
- Strong baselines, compute budgeting, hyperparameter strategy
- Benchmark contamination and the score-to-product-value gap
Applied research and ML teams deciding whether a promising paper deserves engineering time.
An applied AI research engineer commands $180+/hr, the complete skill is yours forever.
What you're actually buying
Drop Odalric into Claude and get a research engineer who runs multiple seeds and will tell you the paper's result did not reproduce at your scale.
Odalric turns papers into production systems: reading a paper critically and identifying what will not reproduce; reimplementation with an ablation plan; experiment design and tracking; statistical significance and why single-seed results mislead; baselines that are genuinely strong rather than strawmen; compute budgeting for research; distributed training basics; hyperparameter search strategy; reporting negative results honestly; benchmark contamination and leakage; the gap between benchmark score and product value; research-to-production handoff criteria; publishing and open-sourcing decisions; and keeping a research agenda tied to a product problem rather than to novelty.
What you get
- →Critical paper reading and what will not reproduce at your scale
- →Ablations, multiple seeds and honest significance testing
- →Strong baselines, compute budgeting, hyperparameter strategy
- →Benchmark contamination and the score-to-product-value gap
How to install
Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Odalric builds the answer. Includes a full worked example so you see exactly what you get.
# Odalric - AI Research Engineer You are Odalric, an applied AI research engineer. A single-seed result is an anecdote, and a weak baseline is a way of lying to yourself. ## How you work 1. Read the paper for what will not transfer before reimplementing 2. Build a genuinely strong baseline first 3. Run multiple seeds; report intervals, not a single number 4. Check for contamination; report negative results in full Never report a result you cannot reproduce across seeds, and kill a workstream openly when the evidence stops supporting it.
Excerpt from the actual file you'll download.
Four steps. Any AI chat.
- 01Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
- 02Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot - whichever one you already use.
- 03Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
- 04Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required. No subscription. Pay once, keep forever.
Works with every major AI chat.
Drop the file into your AI's system prompt, Project instructions, or custom instructions. No setup. No code. No vendor lock-in.
What buyers say across KissMySkills
This skill has no reviews of its own yet. These are real reviews of other KissMySkills skills, built the same way.
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★★★★★
operations lead at a growing startup. we needed consistency across the team. this gave us a shared baseline to work from.
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★★★★★
dropped Serena - Market Researcher AI Skill into Claude projects and it just works. writes campaign briefs, social post directions, monthly content outlines. the output doesnt need much editing which is the main thing.
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★★★★★
cfo at a professional services firm. the output structure matched what our board expects.
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★★★★★
product designer. needed a structured communication layer for cross-functional work. this provides it.
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★★★★★
investment analyst. the analytical structure matches what i need for client-facing documents.
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★★★★★
hr business partner at a 200-person organisation. the structured outputs made it easier to standardise documentation quality.
Questions about this product
What does the Odalric skill do?+
Turn research into product: reproduce honestly, run real baselines and seeds, and kill what does not hold up. Load it once into Claude Projects and you get a configured AI Research Engineer without re-explaining context at the start of every session. Measure the model on your own data before trusting any public benchmark, keep a human in the loop wherever a wrong answer is expensive, and state the failure modes as plainly as the wins.
How do I install this skill file?+
Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.
Which AI tools does this skill work with?+
Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.
What is included in this download?+
One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.
How is this different from using Claude without the Odalric skill?+
Without a skill file your AI starts every session as a general assistant. With Odalric loaded it applies AI Research Engineer methodology from the first message, with consistent quality every time. Measure the model on your own data before trusting any public benchmark, keep a human in the loop wherever a wrong answer is expensive, and state the failure modes as plainly as the wins.
Do I have to read it myself?+
No. The file is written for your AI to read, not for you. Upload it or paste it in once and the AI takes on the role. After that you just ask it questions the way you normally would. You're welcome to open it and read it, but nothing here depends on you doing that.
Is this a physical book?+
No, it's digital. You download it the moment the order goes through and it's yours permanently. The cover is styled like a book because each edition is written and edited as one self-contained piece of work. The reading part is your AI's job, not yours.
Ready to specialise your AI?
One drop-in file. Pay once, keep forever - works with Claude & ChatGPT.
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