feat(provider): discover local model context limits

[zcxGGmu]

Issue for this PR

Refs #40908

Type of change

• Bug fix
• New feature
• Refactor / code improvement
• Documentation

What does this PR do?

Adds a narrow discovery path for local / LAN OpenAI-compatible providers whose configured model is missing limit.context. During provider load, OpenCode now reads the provider's /models endpoint and fills the context limit from context_length, max_context_length, or native_context_length when the returned model ID matches.

The discovery is intentionally limited to local/private-network base URLs so provider setup does not make surprise network calls to hosted endpoints.

How did you verify your code works?

• bun test ./test/provider/provider.test.ts --test-name-pattern 'openai-compatible model fills missing context limit from models endpoint'
• bun test ./test/provider/provider.test.ts
• bun typecheck in packages/opencode
• bun run lint packages/opencode/src/provider/provider.ts packages/opencode/test/provider/provider.test.ts
• git diff --check

Note: repo-wide pre-push typecheck is currently blocked by an existing @opencode-ai/enterprise/src/custom-elements.d.ts parse error unrelated to this diff, so I pushed with --no-verify after the focused checks passed.

Screenshots / recordings

Not a UI change.

Checklist

• I have tested my changes locally
• I have not included unrelated changes in this PR

[github-actions]

The following comment was made by an LLM, it may be inaccurate:

Based on my search, here are the potentially related PRs (excluding the current PR #41104):

Related PRs:

1. Feat #6231 - automatic discovery of models from providers #39176 - "Feat Auto-discover models from OpenAI-compatible provider endpoints #6231 - automatic discovery of models from providers"

   • Directly related to automatic model discovery from providers

2. feat(opencode): auto-discover models from OpenAI-compatible providers #32731 - "feat(opencode): auto-discover models from OpenAI-compatible providers"

   • Specifically addresses auto-discovery of models from OpenAI-compatible providers, which is the same provider type and discovery pattern as the current PR

3. feat(opencode): local LAN provider discovery + auto-discover models #27554 - "feat(opencode): local LAN provider discovery + auto-discover models"

   • Combines local/LAN provider discovery with model auto-discovery, overlapping with the current PR's scope

4. feat(opencode): add dynamic configuration and context discovery for LM Studio #15732 - "feat(opencode): add dynamic configuration and context discovery for LM Studio"

   • Addresses context discovery for local providers (LM Studio), similar problem domain

Why they're related:
These PRs address model auto-discovery and context limit discovery from OpenAI-compatible or local providers. PR #32731 and #39176 in particular may have overlapping functionality with the current PR's approach to discovering model context limits from provider endpoints. You may want to verify that #41104 doesn't duplicate work from these earlier PRs or that it complements rather than replaces them.

[github-actions]

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