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uv + pyproject.toml conventions for echo-sdk — adding deps, extras, scripts; Python 3.11+. Use when editing pyproject.toml or running dep commands.
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
Router for any non-trivial echo-sdk task. Maps user intent to the right module skill and diagram. Invoke FIRST for any change to src/echo/ before reaching for a specific module skill.
Recipe for adding a new provider (LLM, transcriber, eval, prompt). Use whenever adding Cohere, Mistral, Deepgram, Phoenix, Promptlayer, etc. — anything that plugs into an existing get_*() factory.
End-to-end recipe for defining a Skill bundle and wiring it into a GenericAgent with the right activation mode and tool registry. Use when extending agent capability via swappable skills rather than baking tools in.
Building agents with BaseAgent / GenericAgent, including skill registration, activation modes (llm vs manual), and system-prompt composition. Use when editing src/echo/agents/ or building a new agent subclass.
Audio transcription provider abstraction (Gemini, EkaCare). Use when transcribing audio, adding a new transcriber, or shaping AudioInput.
Postgres support — asyncpg client, schema-aware binder, PgQueryTool surface. Use when querying postgres from a tool, modifying the binder, or adding a new DB engine.
| name | python-packaging-uv-pyproject |
| description | uv + pyproject.toml conventions for echo-sdk — adding deps, extras, scripts; Python 3.11+. Use when editing pyproject.toml or running dep commands. |
Build tool: uv. Python >=3.11. Lock file: uv.lock (committed).
uv add <pkg> (modifies pyproject.toml + uv.lock). For dev/test: uv add --dev <pkg>.[project.optional-dependencies] directly:
[project.optional-dependencies]
cohere = ["cohere>=X.Y"]
all = [..., "cohere>=X.Y"] # always update umbrella
uv lock to refresh.uv run pytest, uv run python examples/basic_usage.py — uv run ensures the project env.[project].version in pyproject.toml. Tag the commit.>= for runtime deps unless a known incompat forces a cap. Avoid == outside lockfile.pydantic>=2.12.3, orjson, pyyaml.bedrock, openai, anthropic, gemini, postgres, mcp, langfuse, all.pytest, pytest-cov, pytest-asyncio, python-dotenv.uv.lock by hand → regenerate via uv lock.[dependency-groups] when it should be [project.optional-dependencies] (or vice versa) → check existing pattern in pyproject.toml first.all extra when adding a new provider extra.pip install -e . for dev → use uv sync --all-extras instead.[[python-optional-deps]], [[echo-sdk-adding-a-provider]]