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Use single-model sub-agents for independent angles. Use for "in parallel", "multiple angles", "compare approaches", and broad analysis.
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Baseado na classificação ocupacional SOC
How changes are classified, gated, approved, committed, and shipped in the Lamprey Harness repo. Load this BEFORE making any change — code, docs, config, or release — or when you see terms like P-SPR, STS, verify gate, era-lock, commit trailer, push policy, or when a commit/push is rejected by a hook.
How Lamprey runs and ships — run modes, userData layout, Windows release artifacts, the one-command "Bucket" pipeline, macOS/Linux CI mirroring, GitHub publication, CDN purge, and failure recovery. Load when the user says "ship", "release", "tag it", "Bucket", or when a release step fails partway.
The multi-provider LLM domain pack for Lamprey — OpenAI-compatible streaming across 17 built-in providers (frontier labs, open-source hosts, keyless local runtimes) plus user-defined custom endpoints, per-provider quirks (reasoning field names, Anthropic's compat-layer limits, base-URL overrides), capability flags, the native-vs-fallback tool-calling contract, retry/backoff, retired-model handling, and the checklists for adding a model or a provider. Load when touching electron/services/providers/, debugging provider HTTP errors, or adding/retiring models.
Lamprey's load-bearing design decisions, the invariants that must hold, what was deliberately deleted, and the honestly-stated weak points. Load before modifying electron/ipc, electron/services, the provider or tool layers, or the renderer stores — or when you need to know WHY the system is shaped the way it is.
Recreate the Lamprey dev environment from scratch and get past its known traps — Node/Electron/better-sqlite3 ABI story, the ELECTRON_EXEC_PATH dev-server workaround, esbuild antivirus blocks, the tsconfig node/web split, electron-vite and electron-builder specifics. Load when setting up a machine, when npm install / dev server / build fails, or before touching build configuration.
Catalog of every Lamprey configuration axis — AppSettings keys with defaults and readers, inert retired keys, keychain/keys.json, custom models, loop and timeout knobs, environment variables, per-conversation runtime state — plus the exact checklist for adding a setting without breaking the parity-lock test. Load when reading/changing settings.json, adding a setting, or wondering what a flag does or whether anything still reads it.
| name | Fan Out |
| description | Use single-model sub-agents for independent angles. Use for "in parallel", "multiple angles", "compare approaches", and broad analysis. |
| triggers | ["in parallel","multiple angles","compare approaches"] |
Use this skill when the task decomposes into independent reasoning passes that can be checked separately.
Prefer multi_agent_run when the branches do not need tools: for example planner plus reader, reviewer plus verifier, or multiple architecture comparisons over supplied context. Keep each sub-agent prompt narrow. Provide bounded context, explicit output format, and only the facts needed for that role.
Use the active chat model for every sub-agent. Do not use fan-out to create a visible multi-model conversation or to bypass tool approval. Sub-agents must not call tools; tool use stays in the main run after their outputs return.
Good role sets: planner for decomposition, reader for fact extraction, verifier for checking claims, reviewer for code risk, and coworker for a second implementation angle.
After fan-out, synthesize the results yourself. Name disagreements and choose one path.
Stop when the independent angles converge or when the disagreement identifies the next concrete read or verification step.
