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Agent skill

Cohere CI Integration

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

Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI.

MITAuto-check passedTesting & QA

Install Cohere CI Integration

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill cohere-ci-integration -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace cohere-ci-integration --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/cohere-ci-integration .claude/skills/cohere-ci-integration && 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
cohere-ci-integration
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
442 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI.

  • Works in 6 steps: Identify required checks, fork behavior,… → Add offline request-mapping, response,… → Make the offline lane required and… → …
  • Testing Cohere integrations in pull requests
  • SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
  • Needs CO_API_KEY

What it does

Cohere CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI. Use when testing Cohere integrations in pull requests or releases. Trigger with "Cohere CI", "Cohere GitHub Actions", or "Cohere integration tests".

Its SKILL.md is about 1.1k 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 verification requires network access and an approved Cohere API key

It sits in Testing & QA, covering Integration testing, Pull requests and CI/CD. It works with GitHub Actions. 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

  • Testing Cohere integrations in pull requests
  • Cohere GitHub Actions
  • Cohere integration tests

Example prompts

  • “Cohere CI”
  • “Cohere GitHub Actions”
  • “Cohere integration tests”
  • “/cohere-ci-integration”

Requirements

  • A credential in CO_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Cohere API key
  • 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. Identify required checks, fork behavior, secret scopes, and the existing provider adapter.
  2. Add offline request-mapping, response, stream, error, retry, and redaction fixtures.
  3. Make the offline lane required and assert that no network fallback is possible.
  4. Add a separate protected live job with concurrency control, one request, timeout, and model discovery.
  5. Upload sanitized test metadata without prompts, credentials, or customer content.
  6. Document who may trigger the live lane and how model/API drift is triaged.

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):

    • github.com
    • docs.cohere.com

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • CO_API_KEY

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

  • Compatibility

    Designed for Claude Code; live verification requires network access and an approved Cohere API key

    From compatibility in the SKILL.md frontmatter.

Context cost

Cohere CI Integration loads about 1.1k tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 67 tokens; SKILL.md has 442 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~67
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.9k

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). 442 words, ~1,069 tokens.

Download SKILL.mdSave it as .claude/skills/cohere-ci-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
cohere-ci-integration
description
Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI. Use when testing Cohere integrations in pull requests or releases. Trigger with "Cohere CI", "Cohere GitHub Actions", or "Cohere integration tests".
allowed-tools
Read, Glob, Grep, WebFetch, Write, Edit
compatibility
Designed for Claude Code; live verification requires network access and an approved Cohere API key
argument-hint
[repository-path] [ci-provider]
version
1.6.0
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, cohere, ci
model
inherit
effort
high

Cohere Continuous Integration

Overview

Make the required CI path deterministic and secret-free while preserving a trusted lane that detects real SDK and API drift.

Prerequisites

  • The target repository, runtime, environment, and accountable owner
  • An approved Cohere team and key for any live verification
  • Current quality, security, privacy, capacity, and change-control requirements

Tool Discipline

Use Read, Glob, and Grep to inspect code, configuration, and evidence. Use WebFetch only for current Cohere primary documentation. Use Write or Edit only when the user requested implementation and the exact target files are known; never write credentials or customer content.

Current Contract

  • Required pull-request checks should mock the application provider port and make no Cohere network calls.
  • Fork pull requests must never receive Cohere secrets.
  • A trusted branch, schedule, or manual workflow may run one bounded live probe with explicit spend and timeout limits.
  • Pin runtime, SDK, action, and lockfile versions so failures are reproducible.

Authentication

Use an environment-specific key injected from an approved secret manager. Never print, persist, commit, or place CO_API_KEY in an example. Confirm access with the least costly bounded operation appropriate to the task, and treat key creation, rotation, revocation, role changes, and production-capacity requests as owner-approved actions.

Instructions

  1. Identify required checks, fork behavior, secret scopes, and the existing provider adapter.
  2. Add offline request-mapping, response, stream, error, retry, and redaction fixtures.
  3. Make the offline lane required and assert that no network fallback is possible.
  4. Add a separate protected live job with concurrency control, one request, timeout, and model discovery.
  5. Upload sanitized test metadata without prompts, credentials, or customer content.
  6. Document who may trigger the live lane and how model/API drift is triaged.
Show full SKILL.md (165 more words)Show less

Approval Boundaries

Do not expose or rotate keys, change Cohere Team roles, accept commercial terms, enable sensitive production data, increase spend or capacity, switch production models, send a support bundle, or execute model-proposed side effects without the accountable owner's approval. Keep diagnosis read-only unless implementation was requested.

Output

Return the resolved API and model contract, files or settings inspected, evidence collected, validation result, remaining risk, owner, and rollback or next action. Redact keys, authorization headers, prompts, retrieved documents, embeddings, customer identifiers, and unrestricted environment output.

Error Handling

ConditionResponse
Secret unavailableSkip only the optional live job; required offline tests must still run.
Fork eventNever switch to a privileged event that executes untrusted code with secrets.
Live 429Stop the probe and classify capacity rather than retrying repeatedly.
Fixture driftRefresh from a reviewed redacted response.

Examples

Use this compact handoff shape to keep the selected scope, validation evidence, and operational result reviewable.

Input:

text
provider=github-actions; required=offline; live=protected-main; max-requests=1

Expected handoff:

text
offline=required-pass; fork-secrets=none; live=bounded; artifacts=redacted

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/cohere-ci-integration of jeremylongshore/tons-of-skills-marketplace.

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

Open the folder on GitHubat commit cfae287

Compare with similar skills

Cohere CI Integration 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.

Cohere CI Integration compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cohere CI Integration this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
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Update Megatron Golden ValuesNVIDIA/Megatron-LM18k—~2.8kAutomated safety check: PassCustom licence
Fix CIccusage/ccusage19k—~487Automated safety check: PassCustom licence
Analyze Test Runmicrosoft/GitHub-Copilot-for-Azure255—~2.5kAutomated safety check: PassMIT
Babysit PR To Pass CIsgl-project/sglang37k2 repos~3kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about Cohere CI Integration

What does Cohere CI Integration do?

Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI. Cohere CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure offline Cohere contract tests plus a protected, bounded live verification lane in CI.

When should I use Cohere CI Integration?

Cohere CI Integration fits situations like: testing Cohere integrations in pull requests; cohere GitHub Actions; cohere integration tests.

How do I install Cohere CI Integration in Claude Code?

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

How do I install Cohere CI Integration in Codex?

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

Can I use Cohere CI Integration 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 cohere-ci-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cohere-ci-integration, .gemini/skills/cohere-ci-integration, .github/skills/cohere-ci-integration and .opencode/skills/cohere-ci-integration in your project.

What does Cohere CI Integration need to run?

Going by SKILL.md and its folder, Cohere CI Integration needs credentials named CO_API_KEY. Our summary lists: A credential in CO_API_KEY. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; live verification requires network access and an approved Cohere API key.

Does Cohere CI Integration access the network?

SKILL.md names 2 domains. As links in the text: github.com and docs.cohere.com. This is read from the text; nothing was executed.

Is Cohere CI Integration 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 Cohere CI Integration use?

Cohere CI Integration 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 Cohere CI Integration use?

About 1.1k tokens (SKILL.md is roughly 4.3k 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 820 tokens, read only when the agent opens those files.

What are the alternatives to Cohere CI Integration?

Skills that share tags, products or a category with Cohere CI Integration: CI Triage (canton-network/splice, 117 stars), Update Megatron Golden Values (NVIDIA/Megatron-LM, 18k stars), Fix CI (ccusage/ccusage, 19k stars) and Analyze Test Run (microsoft/GitHub-Copilot-for-Azure, 255 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cohere CI Integration?

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.