fabricatio-digest

MIT

Converts a natural-language requirement into a validated, executable TaskList with role awareness and dependency sequencing.

Installation

pip install fabricatio[digest]

Overview

fabricatio-digest takes a raw requirement string together with a set of registered roles and uses an LLM-backed proposal pipeline to generate a structured TaskList. The resulting task list is executable — each task carries the context and description injected during generation, and hook callbacks can be attached for pre/post-execution behavior.

Key Classes

Digest (mixin capability)

Extends Propose. Inherit this to add requirement-to-tasklist generation to a role.

from fabricatio_digest.capabilities.digest import Digest

class PlannerRole(SomeBaseRole, Digest):
    """A role that can break down requirements into task lists."""
    pass

task_list = await planner.digest(
    requirement="Summarize all PRs from the last week and post to Slack.",
    receptions={RoleName("reviewer"), RoleName("notifier")},
)

TaskList

Pydantic model representing a sequence of tasks that aim to satisfy an ultimate_target.

Configuration

All options below are read through the fabricatio configuration chain (see the Configuration Guide). Set them under the [ext.digest] table in fabricatio.toml, equivalently under [tool.fabricatio.ext.digest] in pyproject.toml, or via FABRICATIO_EXT__DIGEST__<FIELD_UPPER> environment variables.

[ext.digest]
digest_template = "built-in/digest"
task_list_explain_template = "built-in/task_list_explain"

Access at runtime: from fabricatio_digest.config import digest_config.

Dependencies

• fabricatio-core — core interfaces, template manager, and Propose/Task base classes.

License

MIT — see LICENSE