# Model Profiles Model profiles control which Claude model each GSD agent uses. This allows balancing quality vs token spend, or inheriting the currently selected session model. ## Profile Definitions | Agent | `quality` | `balanced` | `budget` | `inherit` | |-------|-----------|------------|----------|-----------| | gsd-planner | opus | opus | sonnet | inherit | | gsd-roadmapper | opus | sonnet | sonnet | inherit | | gsd-executor | opus | sonnet | sonnet | inherit | | gsd-phase-researcher | opus | sonnet | haiku | inherit | | gsd-project-researcher | opus | sonnet | haiku | inherit | | gsd-research-synthesizer | sonnet | sonnet | haiku | inherit | | gsd-debugger | opus | sonnet | sonnet | inherit | | gsd-codebase-mapper | sonnet | haiku | haiku | inherit | | gsd-verifier | sonnet | sonnet | haiku | inherit | | gsd-plan-checker | sonnet | sonnet | haiku | inherit | | gsd-integration-checker | sonnet | sonnet | haiku | inherit | | gsd-nyquist-auditor | sonnet | sonnet | haiku | inherit | | gsd-ui-researcher | opus | sonnet | haiku | inherit | | gsd-ui-checker | sonnet | sonnet | haiku | inherit | | gsd-ui-auditor | sonnet | sonnet | haiku | inherit | ## Profile Philosophy **quality** - Maximum reasoning power - Opus for all decision-making agents - Sonnet for read-only verification - Use when: quota available, critical architecture work **balanced** (default) - Smart allocation - Opus only for planning (where architecture decisions happen) - Sonnet for execution and research (follows explicit instructions) - Sonnet for verification (needs reasoning, not just pattern matching) - Use when: normal development, good balance of quality and cost **budget** - Minimal Opus usage - Sonnet for anything that writes code - Haiku for research and verification - Use when: conserving quota, high-volume work, less critical phases **inherit** - Follow the current session model - All agents resolve to `inherit` - Best when you switch models interactively (for example OpenCode `/model`) - **Required when using non-Anthropic providers** (OpenRouter, local models, etc.) - otherwise GSD may call Anthropic models directly, incurring unexpected costs - Use when: you want GSD to follow your currently selected runtime model ## Using Non-Claude Runtimes (Codex, OpenCode, Gemini CLI) When installed for a non-Claude runtime, the GSD installer sets `resolve_model_ids: "omit"` in `~/.gsd/defaults.json`. This returns an empty model parameter for all agents, so each agent uses the runtime's default model. No manual setup is needed. To assign different models to different agents, add `model_overrides` with model IDs your runtime recognizes: ```json { "resolve_model_ids": "omit", "model_overrides": { "gsd-planner": "o3", "gsd-executor": "o4-mini", "gsd-debugger": "o3", "gsd-codebase-mapper": "o4-mini" } } ``` The same tiering logic applies: stronger models for planning and debugging, cheaper models for execution and mapping. ## Using Claude Code with Non-Anthropic Providers (OpenRouter, Local) If you're using Claude Code with OpenRouter, a local model, or any non-Anthropic provider, set the `inherit` profile to prevent GSD from calling Anthropic models for subagents: ```bash # Via settings command /gsd-settings # → Select "Inherit" for model profile # Or manually in .planning/config.json { "model_profile": "inherit" } ``` Without `inherit`, GSD's default `balanced` profile spawns specific Anthropic models (`opus`, `sonnet`, `haiku`) for each agent type, which can result in additional API costs through your non-Anthropic provider. ## Resolution Logic Orchestrators resolve model before spawning: ``` 1. Read .planning/config.json 2. Check model_overrides for agent-specific override 3. If no override, look up agent in profile table 4. Pass model parameter to Task call ``` ## Per-Agent Overrides Override specific agents without changing the entire profile: ```json { "model_profile": "balanced", "model_overrides": { "gsd-executor": "opus", "gsd-planner": "haiku" } } ``` Overrides take precedence over the profile. Valid values: `opus`, `sonnet`, `haiku`, `inherit`, or any fully-qualified model ID (e.g., `"o3"`, `"openai/o3"`, `"google/gemini-2.5-pro"`). ## Switching Profiles Runtime: `/gsd-set-profile ` Per-project default: Set in `.planning/config.json`: ```json { "model_profile": "balanced" } ``` ## Design Rationale **Why Opus for gsd-planner?** Planning involves architecture decisions, goal decomposition, and task design. This is where model quality has the highest impact. **Why Sonnet for gsd-executor?** Executors follow explicit PLAN.md instructions. The plan already contains the reasoning; execution is implementation. **Why Sonnet (not Haiku) for verifiers in balanced?** Verification requires goal-backward reasoning - checking if code *delivers* what the phase promised, not just pattern matching. Sonnet handles this well; Haiku may miss subtle gaps. **Why Haiku for gsd-codebase-mapper?** Read-only exploration and pattern extraction. No reasoning required, just structured output from file contents. **Why `inherit` instead of passing `opus` directly?** Claude Code's `"opus"` alias maps to a specific model version. Organizations may block older opus versions while allowing newer ones. GSD returns `"inherit"` for opus-tier agents, causing them to use whatever opus version the user has configured in their session. This avoids version conflicts and silent fallbacks to Sonnet. **Why `inherit` profile?** Some runtimes (including OpenCode) let users switch models at runtime (`/model`). The `inherit` profile keeps all GSD subagents aligned to that live selection.