Skill Llm Deepseek

Skill LLM DeepSeek

Purpose

Define how an agent integrates a DeepSeek model already named by the user or host project.

Read Order

Read shared contracts first:

1. ../_shared/route-key-schema.md
2. ../_shared/model-catalog-schema.md
3. ../_shared/pricing-matrix-schema.md
4. ../_shared/capability-matrix-schema.md
5. ../_shared/connection-profile-schema.md
6. ../_shared/request-url-matrix-schema.md
7. ../_shared/request-envelope.md
8. ../_shared/response-envelope.md
9. ../_shared/error-contract.md
10. ../_shared/progress-contract.md
11. ../_shared/ui-binding.md
12. ../_shared/sync-policy.md
13. ../_shared/logging-fields.md

Then read:

1. references/connection-profiles.md
2. references/request-urls.md
3. references/model-catalog.md
4. references/pricing-matrix.md
5. references/capability-matrix.md
6. the transport for the requested kind
7. references/logging-contract.md when logging is implemented
8. references/model-sync.md only for an explicit update or verification task

Runtime Rules

• Send the exact model ID from model-catalog.md.
• Resolve connection profile, request kind, API surface, API version, endpoint kind, full route key, base URL, and request URL before capability lookup.
• Match capabilities by the exact full RouteKey row, including API version and endpoint kind.
• The normal Chat Completions surface and the beta strict-function surface are separate rows. Strict function schemas require the documented beta endpoint.
• Thinking mode returns reasoning_content alongside content.
• During tool-call continuation in thinking mode, preserve prior assistant reasoning_content, preserve tool-call identity, and keep assistant content non-null.
• DeepSeek V4 thinking mode rejects tool_choice; do not send it when effective thinking is enabled.
• Use the exact documented thinking and reasoning_effort fields. Do not invent OpenAI Responses fields for DeepSeek.
• Reject requested fields marked unsupported or unknown.
• Do not silently switch models, surfaces, URLs, or providers.
• Store API-key references only and redact authorization data from logs.

Request Flow

1. Read the requested model, request kind, and surface.
2. Resolve the connection profile and exact request URL row.
3. Resolve the exact catalog and capability rows.
4. Determine effective thinking before validating tool and structured-output fields.
5. Apply the Chat Completions transport, including history-preservation rules.
6. Normalize response, errors, progress, and logs through the shared contracts.

Out of Scope

• vision, imaging, or music without documented rows
• non-official DeepSeek gateways unless their compatibility is re-verified
• model ranking or permission policy
• non-DeepSeek providers

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: joeylu
• Source: joeylu/runtime-free-llm-integration-skills
• License: MIT

Install and usage instructions live in the source repository linked above.