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cohere-platform-operations-2026

Integrate and operate Cohere APIs with current model, rerank, embedding, transcribe, and SDK guidance.

Skill by Biomedical OS Team

IndexedMIT★ 36
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

Integrate and operate Cohere APIs with current model, rerank, embedding, transcribe, and SDK guidance. Use when selecting Cohere models, building search or agent workflows, or planning migration across Cohere platform updates.

Use cases: ml, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/cohere-platform-operations-2026

What's inside

Skill name
cohere-platform-operations-2026
Description
Integrate and operate Cohere APIs with current model, rerank, embedding, transcribe, and SDK guidance. Use when selecting Cohere models, building search or agent workflows, or planning migration across Cohere platform updates.
License
MIT
Metadata
author: Biomedical OS Team · version: 2026.04 · upstream_repo: https://github.com/cohere-ai/cohere-python
Instructions
26 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: "cohere-platform-operations-2026" does not match folder "Cohere_Platform_Operations_2026"
  • allowed-tools: must be a space-separated string

Files (3)

  • SKILL.md
  • openai.yaml · agents/
  • sources.md · references/

SKILL.md (first lines)

# Cohere Platform Operations (2026)

Use this skill when Cohere is the production platform or ranking/search stack, not just an interchangeable model endpoint.

## Workflow

1. Check current Cohere models and release notes before implementation or migration.
2. Choose the model family by task: generation, embeddings, rerank, or transcription.
3. Prefer official Cohere SDK patterns for auth, request schema, batching, and streaming.
4. Define retry, timeout, and rate-limit behavior before load testing.
5. Validate one representative endpoint per workload before broader rollout.

## Guardrails

- Keep model names pinned in production rather than depending on implicit defaults.
- Treat rerank, embed, and transcription as separate operational surfaces with different latency and cost profiles.
- Record SDK version, endpoint, and region or deployment assumptions in test evidence.
- Keep one fallback path for critical retrieval or generation workflows.

## Output Requirements

- State the chosen Cohere model family and endpoint.
- State one compatibility or migration note.
- State one operational safeguard such as timeout, retry, quota, or fallback.

From mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-, MIT.

More from mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-

Signals

Stars
36
Forks
8
Open issues
0
Last commit (this folder)
Apr 20, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version
2026.04
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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cohere-platform-operations-2026 skill. Agent Mart. https://agentmart.dev/skills/mdbabumiamssm-cohere-platform-operations-2026 (last updated 2026-10-24)