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Agent skill

Mistral Migration Deep Dive

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback.

MITAuto-check passedDevOps & Cloud

Install Mistral Migration Deep Dive

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill mistral-migration-deep-dive -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace mistral-migration-deep-dive --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/mistral-migration-deep-dive .claude/skills/mistral-migration-deep-dive && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
mistral-migration-deep-dive
GitHub stars
2.8k
Token cost
~903 tokens
SKILL.md length
356 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback.

  • Works in 6 steps: Inventory source messages, streams,… → Define the stable app contract and… → Map workloads to current Mistral… → …
  • Re-platforming from another provider
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Mistral Migration Deep Dive is an agent skill from jeremylongshore/tons-of-skills-marketplace. Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback. Use when re-platforming from another provider. Trigger with "migrate to Mistral", "move from OpenAI to Mistral", or "compare a workload with Mistral".

Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code; live or external Mistral actions require network access and explicit approval

It sits in DevOps & Cloud, covering Deployment. It works with Mistral AI and OpenAI. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Re-platforming from another provider
  • With migrate to Mistral
  • Move from OpenAI to Mistral
  • Compare a workload with Mistral

Example prompts

  • “migrate to Mistral”
  • “move from OpenAI to Mistral”
  • “compare a workload with Mistral”
  • “/mistral-migration-deep-dive”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; live or external Mistral actions require network access and explicit approval
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Inventory source messages, streams, tools, structure, embeddings, files, state, retry, usage, and safety.
  2. Define the stable app contract and identify source-specific behavior to adapt or retire.
  3. Map workloads to current Mistral surfaces; reject unsupported or unacceptable preview substitutions.
  4. Build target adapter and run offline characterization against shared normalized fixtures.
  5. Run approved dual evaluation for correctness, safety, latency, usage, failure, and governance.
  6. Canary bounded traffic with kill switch; reconcile state, cut over, and retain rollback.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code; live or external Mistral actions require network access and explicit approval

    From compatibility in the SKILL.md frontmatter.

Context cost

Mistral Migration Deep Dive loads about 903 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 78 tokens; SKILL.md has 356 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~903
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 356 words, ~903 tokens.

Download SKILL.mdSave it as .claude/skills/mistral-migration-deep-dive/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
mistral-migration-deep-dive
description
Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback. Use when re-platforming from another provider. Trigger with "migrate to Mistral", "move from OpenAI to Mistral", or "compare a workload with Mistral".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; live or external Mistral actions require network access and explicit approval
argument-hint
<source-provider> <workload> <migration-window>
version
1.14.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, mistral, provider-migration
model
inherit
effort
high

Cross-Provider Migration to Mistral

Overview

Treat migration as behavior and operations redesign, not field renaming. Preserve the application contract while re-evaluating models, prompts, streams, tools, safety, state, data, spend, and incidents.

Prerequisites

  • A source workload inventory and application-owned adapter.
  • Golden/adversarial evaluation sets with governed data.
  • Current Mistral access, dual-run budget, canary, rollback, and exit owners.

Current Contract

Chat, embeddings, classifiers, files/OCR, audio, batch, Workflows, and Public Preview stateful APIs are provider-specific. No source feature, model, tool, safety result, or state object is automatically equivalent.

Authentication

Keep source and Mistral credentials in separate secret references with independent owners. Dual-run data must be approved for both providers.

Instructions

  1. Inventory source messages, streams, tools, structure, embeddings, files, state, retry, usage, and safety.
  2. Define the stable app contract and identify source-specific behavior to adapt or retire.
  3. Map workloads to current Mistral surfaces; reject unsupported or unacceptable preview substitutions.
  4. Build target adapter and run offline characterization against shared normalized fixtures.
  5. Run approved dual evaluation for correctness, safety, latency, usage, failure, and governance.
  6. Canary bounded traffic with kill switch; reconcile state, cut over, and retain rollback.

Tool Discipline

Use Read, Glob, and Grep to inspect code, locks, configuration, tests, and evidence. Use Write and Edit only for approved repository changes. Invocation alone does not authorize network calls, paid usage, uploads, stateful resources, admin mutations, deployments, or deletion.

Show full SKILL.md (129 more words)Show less

Approval Boundaries

Dual submission, customer data, new spend, preview APIs, production routing, state copying, source shutdown, or credential deletion require approval.

Error Handling

  • Equivalent parameter names can differ in defaults/semantics.
  • Dual-run doubles exposure and spend unless bounded.
  • Rollback fails when new provider state lacks reconciliation.

Output

Return source/target contract matrix, gaps, evaluation, data/spend delta, canary, reconciliation, cutover, rollback, and source exit.

Examples

  • Preserve app tool authorization while adapting provider call shape.
  • Reject stateful agent migration until preview and rollback risks are accepted.

Validation

Run identical golden, adversarial, timeout, stream, tool, tenant, and outage cases; verify cutover and rollback.

Resources

  • Current first-party evidence map — recheck dated sources before relying on mutable endpoints, models, limits, prices, preview status, or retention.
  • Record live account observations as environment-specific evidence, not universal Mistral guarantees.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/mistral-migration-deep-dive of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Mistral Migration Deep Dive next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Mistral Migration Deep Dive compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mistral Migration Deep Dive this skilljeremylongshore/tons-of-skills-marketplace2.8k—~903Automated safety check: PassMIT
Azure Architecture Autopilotgithub/awesome-copilot40k1 repos~1.9kAutomated safety check: PassMIT
Capacitymicrosoft/GitHub-Copilot-for-Azure2551 repos~1.7kAutomated safety check: PassMIT
Deploy Modelmicrosoft/GitHub-Copilot-for-Azure2551 repos~1.8kAutomated safety check: PassMIT
Deploynoskillish/bankmcp277—~744Automated safety check: PassMIT
Deploymentmatrixorigin/memoria610—~1.6kAutomated safety check: NotesApache-2.0

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Works with

Categories

Questions about Mistral Migration Deep Dive

What does Mistral Migration Deep Dive do?

Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback. Mistral Migration Deep Dive is an agent skill from jeremylongshore/tons-of-skills-marketplace. Migrate an existing model workload to Mistral through semantic mapping, dual-run evaluation, bounded canary, and provider rollback.

When should I use Mistral Migration Deep Dive?

Mistral Migration Deep Dive fits situations like: re-platforming from another provider; with migrate to Mistral; move from OpenAI to Mistral; compare a workload with Mistral.

How do I install Mistral Migration Deep Dive in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill mistral-migration-deep-dive -a claude-code`. Or copy the skill folder (skills/.curated/mistral-migration-deep-dive in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/mistral-migration-deep-dive in your project. Claude Code loads it when a task matches its description.

How do I install Mistral Migration Deep Dive in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill mistral-migration-deep-dive -a codex`. Or copy the skill folder (skills/.curated/mistral-migration-deep-dive in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/mistral-migration-deep-dive in your project. Codex loads it when a task matches its description.

Can I use Mistral Migration Deep Dive in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill mistral-migration-deep-dive -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mistral-migration-deep-dive, .gemini/skills/mistral-migration-deep-dive, .github/skills/mistral-migration-deep-dive and .opencode/skills/mistral-migration-deep-dive in your project.

What does Mistral Migration Deep Dive need to run?

SKILL.md names no scripts, command-line tools or credentials: Mistral Migration Deep Dive is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live or external Mistral actions require network access and explicit approval.

Does Mistral Migration Deep Dive access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Mistral Migration Deep Dive safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Mistral Migration Deep Dive use?

Mistral Migration Deep Dive is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Mistral Migration Deep Dive use?

About 903 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 231 tokens, read only when the agent opens those files.

What are the alternatives to Mistral Migration Deep Dive?

Skills that share tags, products or a category with Mistral Migration Deep Dive: Azure Architecture Autopilot (github/awesome-copilot, 40k stars), Capacity (microsoft/GitHub-Copilot-for-Azure, 255 stars), Deploy Model (microsoft/GitHub-Copilot-for-Azure, 255 stars) and Deploy (noskillish/bankmcp, 277 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mistral Migration Deep Dive?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.