Agent skill

Together Webhooks Events

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

Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback.

MITAuto-check passedBackend & APIs

Install Together Webhooks Events

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill together-webhooks-events -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace together-webhooks-events --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/together-webhooks-events .claude/skills/together-webhooks-events && 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
together-webhooks-events
GitHub stars
2.8k
Token cost
~1k tokens
SKILL.md length
410 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback.

  • Works in 6 steps: Map provider job states to a small… → Persist job ID, last observed state,… → Retrieve with bounded exponential… → …
  • Integrating asynchronous Together work
  • SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
  • Needs TOGETHER_API_KEY

What it does

Together Webhooks Events is an agent skill from jeremylongshore/tons-of-skills-marketplace. Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback. Use when integrating asynchronous Together work. Trigger with "Together job events", "Together callback", or "poll Together status".

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; polling requires authorized Together AI project access

It sits in Backend & APIs, covering Webhooks, Async programming and Fine-tuning. It works with Together AI. 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

  • Integrating asynchronous Together work
  • With Together job events
  • Together callback
  • Poll Together status

Example prompts

  • “Together job events”
  • “Together callback”
  • “poll Together status”
  • “/together-webhooks-events”

Requirements

  • A credential in TOGETHER_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; polling requires authorized Together AI project 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.

  1. Map provider job states to a small versioned internal event schema.
  2. Persist job ID, last observed state, next poll time, attempt count, and deadline.
  3. Retrieve with bounded exponential backoff and jitter; stop at terminal state or deadline.
  4. Emit only on meaningful transitions and deduplicate by job/state key.
  5. On completion, fetch output and error artifacts before declaring record-level success.
  6. If needed, sign and deliver an internal callback with replay protection and a dead-letter path.

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
    • WebFetch
    • 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

    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; polling requires authorized Together AI project access

    From compatibility in the SKILL.md frontmatter.

Context cost

Together Webhooks Events loads about 1k tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 410 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.8k

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). 410 words, ~1,034 tokens.

Download SKILL.mdSave it as .claude/skills/together-webhooks-events/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
together-webhooks-events
description
Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback. Use when integrating asynchronous Together work. Trigger with "Together job events", "Together callback", or "poll Together status".
allowed-tools
Read, Glob, Grep, WebFetch, Write, Edit
compatibility
Designed for Claude Code; polling requires authorized Together AI project access
argument-hint
[repository-path] [batch|fine-tune|upload|deployment]
version
1.9.0
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, together-ai, asynchronous-jobs
model
inherit
effort
high

Together AI Job Events

Overview

Together documents asynchronous retrieval and polling for batch, fine-tune, upload, and deployment state. This skill emits internal events from that source of truth instead of inventing a provider-signed webhook.

Prerequisites

  • The job type, ID, project, terminal states, and retrieval method
  • A durable cursor/state store and idempotency key policy
  • Poll interval, deadline, retry budget, and event retention policy
  • An owned callback endpoint only if downstream push delivery is required

Tool Discipline

Use Read, Glob, and Grep to inspect job persistence, pollers, queues, and callback handlers. Use WebFetch to confirm current job states and retrieval methods. Use Write or Edit only after the event contract and storage boundary are approved.

Current Contract

  • Do not expect a universal Together webhook signature header; no general signed webhook surface is documented for these job APIs.
  • Persist the provider job ID before polling and derive internal idempotency from job ID plus observed state/version.
  • Treat terminal job status and per-item output/error artifacts as separate facts.
  • Deliver downstream callbacks from infrastructure you own and authenticate them with your own signing scheme.

Authentication

Poll Together with the project-scoped TOGETHER_API_KEY Bearer credential. For an owned callback, use a separate secret, timestamped signature, replay window, and rotation plan; never present that signature as Together-generated.

Show full SKILL.md (202 more words)Show less

Instructions

  1. Map provider job states to a small versioned internal event schema.
  2. Persist job ID, last observed state, next poll time, attempt count, and deadline.
  3. Retrieve with bounded exponential backoff and jitter; stop at terminal state or deadline.
  4. Emit only on meaningful transitions and deduplicate by job/state key.
  5. On completion, fetch output and error artifacts before declaring record-level success.
  6. If needed, sign and deliver an internal callback with replay protection and a dead-letter path.

Approval Boundaries

Do not expose the Together key to callback consumers, invent provider signatures, or delete remote/local job artifacts before reconciliation and retention approval.

Output

Return the provider job reference, state mapping, poll schedule, transition ledger, reconciliation status, callback delivery evidence, and deadline/dead-letter disposition.

Error Handling

ConditionResponse
Retrieval is transiently unavailableRetry with jitter inside the overall deadline.
Job ID is missingStop; do not create a replacement job automatically.
Completion has an error fileEmit completed-with-errors and reconcile records.
Callback repeatedly failsPreserve the event in a dead-letter queue for replay.

Examples

The example below shows the minimum redacted evidence expected from a successful invocation of this operator workflow.

text
job=batch-redacted; transition=IN_PROGRESS->COMPLETED; records=reconciled; callback=owned-signed

Resources

© 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-webhooks-events of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit cfae287

Compare with similar skills

Together Webhooks Events 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.

Together Webhooks Events compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Together Webhooks Events this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1kAutomated safety check: PassMIT
Image Generation Gatewayscalesthio/generative-media-skills197—~20kAutomated safety check: PassMIT
Test Realtime Integrationscyberful/cyberful135—~1.2kAutomated safety check: PassAGPL-3.0
Idempotency Handlingsecondsky/claude-skills227—~1.4kAutomated safety check: PassMIT
Kiln Check Finetune DeprecationKiln-AI/Kiln5.2k—~1.9kAutomated safety check: NotesCustom licence
Gemini Live API Devgoogle-gemini/gemini-skills4.3k—~4.6kAutomated safety check: PassApache-2.0

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Works with

Questions about Together Webhooks Events

What does Together Webhooks Events do?

Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback. Together Webhooks Events is an agent skill from jeremylongshore/tons-of-skills-marketplace. Convert Together AI batch, fine-tuning, upload, and dedicated-deployment job states into idempotent internal events using bounded polling and an optional owned callback.

When should I use Together Webhooks Events?

Together Webhooks Events fits situations like: integrating asynchronous Together work; with Together job events; together callback; poll Together status.

How do I install Together Webhooks Events in Claude Code?

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

How do I install Together Webhooks Events in Codex?

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

Can I use Together Webhooks Events 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-webhooks-events -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-webhooks-events, .gemini/skills/together-webhooks-events, .github/skills/together-webhooks-events and .opencode/skills/together-webhooks-events in your project.

What does Together Webhooks Events need to run?

Going by SKILL.md and its folder, Together Webhooks Events needs credentials named TOGETHER_API_KEY. Our summary lists: 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; polling requires authorized Together AI project access.

Does Together Webhooks Events 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 Webhooks Events 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 Webhooks Events use?

Together Webhooks Events 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 Webhooks Events 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 Webhooks Events?

Skills that share tags, products or a category with Together Webhooks Events: Image Generation Gateways (calesthio/generative-media-skills, 197 stars), Test Realtime Integrations (cyberful/cyberful, 135 stars), Idempotency Handling (secondsky/claude-skills, 227 stars) and Kiln Check Finetune Deprecation (Kiln-AI/Kiln, 5.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Together Webhooks Events?

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.