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@intentsolutionsio/cohere-pack

v1.0.2

Published

Claude Code skill pack for Cohere - 24 skills covering NLP APIs, embeddings, and enterprise AI models

Readme

Cohere Skill Pack

24 production-ready Claude Code skills for Cohere API v2 — Chat, Embed, Rerank, Classify, RAG, and tool-use agents.

What This Covers

Every skill uses real Cohere API v2 code: CohereClientV2 from cohere-ai, actual model IDs (command-a-03-2025, embed-v4.0, rerank-v3.5), real streaming events (content-delta, citation-start, tool-call-start), real error types (CohereError, CohereTimeoutError), and real rate limits (trial: 20 calls/min, production: 1000 calls/min).

Installation

/plugin install cohere-pack@claude-code-plugins-plus

Skills Included

Standard Skills (S01-S12)

| Skill | What It Does | |-------|-------------| | cohere-install-auth | Install cohere-ai SDK, configure CO_API_KEY, verify connection | | cohere-hello-world | Chat, Embed, Rerank, and streaming examples in 4 copy-paste snippets | | cohere-local-dev-loop | Project structure, vitest mocks, integration tests, hot reload | | cohere-sdk-patterns | Singleton client, retry with backoff, streaming generator, batch embed, JSON output | | cohere-core-workflow-a | Full RAG pipeline: Embed docs, search with cosine similarity, Rerank, Chat with citations | | cohere-core-workflow-b | Tool-use agents: define tools, single-step calling, multi-step agent loop, streaming tools | | cohere-common-errors | Every real error (400/401/429/5xx) with exact messages and fixes | | cohere-debug-bundle | Diagnostic script: SDK version, endpoint connectivity, request logging | | cohere-rate-limits | Trial vs production limits, exponential backoff, p-queue, proactive throttling | | cohere-security-basics | Key management, PII scrubbing, safety modes, logging safety, pre-commit hooks | | cohere-prod-checklist | Go-live checklist, health check endpoint, circuit breaker, canary deploy | | cohere-upgrade-migration | API v1 to v2 migration: every breaking change with before/after code |

Pro Skills (P13-P18)

| Skill | What It Does | |-------|-------------| | cohere-ci-integration | GitHub Actions with mocked unit tests + gated integration tests | | cohere-deploy-integration | Deploy to Vercel (streaming SSE), Fly.io, Cloud Run with secrets | | cohere-webhooks-events | SSE event types, RAG streaming with citations, connector registration | | cohere-performance-tuning | Model tiering by latency, batch embed (96/call), int8 vectors, embedding cache | | cohere-cost-tuning | Token-based pricing, model routing, budget tracking, rerank-before-embed | | cohere-reference-architecture | Layered project layout with RAG service, agent service, tool registry |

Flagship Skills (F19-F24)

| Skill | What It Does | |-------|-------------| | cohere-multi-env-setup | Per-env model selection, secret management (AWS/GCP/Vault), env guards | | cohere-observability | Prometheus metrics, OpenTelemetry traces, token tracking, alert rules | | cohere-incident-runbook | Triage commands, decision tree, per-error-code remediation, postmortem template | | cohere-data-handling | PII detection/redaction before API calls, safe embedding, audit logging | | cohere-enterprise-rbac | Multi-team API keys, model access enforcement, per-team budget limits | | cohere-migration-deep-dive | Migrate from OpenAI/Anthropic: adapter pattern, embedding re-vectorization, A/B testing |

Key Models Referenced

| Model | ID | Use Case | |-------|----|----------| | Command A | command-a-03-2025 | Best chat/generation (256K context) | | Command R+ | command-r-plus-08-2024 | Complex RAG (128K context) | | Command R | command-r-08-2024 | Cost-effective RAG (128K context) | | Command R7B | command-r7b-12-2024 | Fast/cheap (128K context) | | Embed v4 | embed-v4.0 | Latest embeddings (128K context) | | Rerank v3.5 | rerank-v3.5 | Search reranking (100+ languages) |

Usage

Skills trigger automatically when you discuss Cohere topics:

  • "Set up Cohere in my project" -> cohere-install-auth
  • "Build a RAG pipeline with Cohere" -> cohere-core-workflow-a
  • "Create a Cohere agent with tools" -> cohere-core-workflow-b
  • "Fix this Cohere error" -> cohere-common-errors
  • "Migrate from OpenAI to Cohere" -> cohere-migration-deep-dive

License

MIT