Azure Architecture Autopilot
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
Agent skill
Together Upgrade Migration
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback.
Install Together Upgrade Migration
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migration --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/together-upgrade-migration .claude/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.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/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .claude/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migrationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/together-upgrade-migration .agents/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .agents/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/together-upgrade-migration .cursor/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .cursor/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/together-upgrade-migration--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/together-upgrade-migration .gemini/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .gemini/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migrationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/together-upgrade-migration .github/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .github/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-upgrade-migration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/together-upgrade-migration .opencode/skills/together-upgrade-migration && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "together-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/together-upgrade-migration into .opencode/skills/together-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "together-upgrade-migration", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
together-upgrade-migration- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 384 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback.
- Works in 6 steps: Classify the migration as SDK, model,… → Inventory every call, parameter,… → Build contract and golden-quality tests… → …
- Upgrading Together dependencies
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Needs TOGETHER_API_KEY
What it does
Together Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback. Use when upgrading Together dependencies or provider resources. Trigger with "upgrade Together SDK", "Together model migration", or "migrate Together endpoint v1".
Its SKILL.md is about 1k 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 migration verification requires authorized Together AI access
It sits in DevOps & Cloud, covering Deployment and Integration testing. It works with Together AI, OpenAI and Python. 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
- Upgrading Together dependencies
- Provider resources
- With upgrade Together SDK
- Together model migration
Example prompts
- “upgrade Together SDK”
- “Together model migration”
- “migrate Together endpoint v1”
- “/together-upgrade-migration”
Requirements
- Python 3
- A credential in TOGETHER_API_KEY
- Compatibility (from SKILL.md): Designed for Claude Code; live migration verification requires authorized Together AI access
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Classify the migration as SDK, model, compatibility layer, or dedicated endpoint and freeze the baseline.
- Inventory every call, parameter, response field, model, job, retry, and management resource in scope.
- Build contract and golden-quality tests before changing dependencies or routing.
- Implement the target behind a reversible configuration or traffic boundary.
- Canary with sanitized requests; compare behavior, latency, usage, errors, limits, and cost.
- Promote explicitly, monitor, remove obsolete resources only after retention/rollback approval, and update the runbook.
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:
ReadGlobGrepWebFetchWriteEdit
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
Links to these hosts (documentation or services it may open):
docs.together.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
TOGETHER_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code; live migration verification requires authorized Together AI access
From compatibility in the SKILL.md frontmatter.
Context cost
Together Upgrade Migration loads about 1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 89 tokens; SKILL.md has 384 words of instructions outside code blocks.
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). 384 words, ~1,020 tokens.
Download SKILL.mdSave it as
.claude/skills/together-upgrade-migration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- together-upgrade-migration
- description
- Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback. Use when upgrading Together dependencies or provider resources. Trigger with "upgrade Together SDK", "Together model migration", or "migrate Together endpoint v1".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code; live migration verification requires authorized Together AI access
- argument-hint
- [repository-path] [sdk|model|endpoint] [target]
- version
- 1.9.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, together-ai, migration
- model
- inherit
- effort
- high
Together AI Upgrade and Migration
Overview
This skill moves one Together contract at a time while preserving response, model-quality, cost, and rollback evidence.
Prerequisites
- An inventory of SDK versions, API calls, model IDs, and dedicated resources
- Current migration, model lifecycle, and deprecation documentation
- Golden requests/evaluations plus latency and cost baselines
- A rollback target and owners for traffic, data, billing, and teardown
Tool Discipline
Use Read, Glob, and Grep to locate dependencies, direct calls, model constants, response assumptions, and endpoint management. Use WebFetch for current migration and deprecation contracts. Use Write or Edit only after scope and rollback are agreed.
Current Contract
- Python v1 is maintenance-only; new features target
together>=2.0.0and may use changed method/response shapes. - OpenAI-compatible migration requires Together's base URL, project key, and Together model IDs.
- Same-lineage model upgrades may redirect after notice; materially new models require explicit migration and evaluation.
- New dedicated capacity uses v2 DMI; legacy v1 create/restart paths are retired.
Authentication
Preserve project-scoped TOGETHER_API_KEY injection while changing clients or endpoints. Never reuse development keys in production or expose a key during dual-run comparison.
Instructions
- Classify the migration as SDK, model, compatibility layer, or dedicated endpoint and freeze the baseline.
- Inventory every call, parameter, response field, model, job, retry, and management resource in scope.
- Build contract and golden-quality tests before changing dependencies or routing.
- Implement the target behind a reversible configuration or traffic boundary.
- Canary with sanitized requests; compare behavior, latency, usage, errors, limits, and cost.
- Promote explicitly, monitor, remove obsolete resources only after retention/rollback approval, and update the runbook.
Show full SKILL.md (125 more words)Show less
Approval Boundaries
Do not accept silent model substitution, delete legacy endpoints, revoke keys, or shift production traffic without evaluated behavior and an executable rollback.
Output
Return source/target contracts, inventory, test delta, canary metrics, model/deprecation evidence, traffic state, rollback proof, obsolete-resource disposition, and owners.
Error Handling
| Condition | Response |
|---|---|
| SDK response shape changes | Adapt at the provider boundary and keep caller contracts stable. |
| Model quality regresses | Roll back routing and revisit the candidate. |
| Legacy endpoint cannot restart | Move to v2 DMI; do not rely on v1 recovery. |
| Redirect is detected | Record the effective model and run migration evaluations. |
Examples
The example below shows the minimum redacted evidence expected from a successful invocation of this operator workflow.
source=python-v1; target=python-v2; contracts=pass; canary=pass; rollback=verifiedResources
© 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/together-upgrade-migration of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Together Upgrade Migration 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Together Upgrade Migration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Azure Architecture Autopilotgithub/awesome-copilot | 40k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| vLLM Model ServingOrchestra-Research/AI-Research-SKILLs | 13k | 5 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Genie API Service Docsqualcomm/qai-appbuilder | 247 | — | ~840 | Automated safety check: Pass | Custom licence | |
| AWS Cdk Developmentzxkane/aws-skills | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Kiln Check Finetune DeprecationKiln-AI/Kiln | 5.2k | — | ~1.9k | Automated safety check: Notes | Custom licence |
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Questions about Together Upgrade Migration
What does Together Upgrade Migration do?
Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback. Together Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Migrate Together AI Python SDK v1, OpenAI-compatible clients, deprecated models, or legacy dedicated endpoints with inventory, contract tests, canaries, and rollback.
When should I use Together Upgrade Migration?
Together Upgrade Migration fits situations like: upgrading Together dependencies; provider resources; with upgrade Together SDK; together model migration.
How do I install Together Upgrade Migration in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a claude-code`. Or copy the skill folder (skills/.curated/together-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/together-upgrade-migration in your project. Claude Code loads it when a task matches its description.
How do I install Together Upgrade Migration in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-upgrade-migration -a codex`. Or copy the skill folder (skills/.curated/together-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/together-upgrade-migration in your project. Codex loads it when a task matches its description.
Can I use Together Upgrade Migration 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 together-upgrade-migration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/together-upgrade-migration, .gemini/skills/together-upgrade-migration, .github/skills/together-upgrade-migration and .opencode/skills/together-upgrade-migration in your project.
What does Together Upgrade Migration need to run?
Going by SKILL.md and its folder, Together Upgrade Migration needs credentials named TOGETHER_API_KEY. Our summary lists: Python 3; A credential in TOGETHER_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live migration verification requires authorized Together AI access.
Does Together Upgrade Migration access the network?
SKILL.md names 1 domain. As links in the text: docs.together.ai. This is read from the text; nothing was executed.
Is Together Upgrade Migration 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 Together Upgrade Migration use?
Together Upgrade Migration 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 Together Upgrade Migration use?
About 1k tokens (SKILL.md is roughly 4.1k 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 758 tokens, read only when the agent opens those files.
What are the alternatives to Together Upgrade Migration?
Skills that share tags, products or a category with Together Upgrade Migration: Azure Architecture Autopilot (github/awesome-copilot, 40k stars), vLLM Model Serving (Orchestra-Research/AI-Research-SKILLs, 13k stars), Genie API Service Docs (qualcomm/qai-appbuilder, 247 stars) and AWS Cdk Development (zxkane/aws-skills, 367 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Together Upgrade Migration?
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.