Sprint 7: skills/schema.py — SkillCard + SkillGenome with versioning
Browse files- purpose_agent/skills/schema.py +140 -0
purpose_agent/skills/schema.py
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"""
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schema.py — SkillCard and SkillGenome data structures.
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A SkillCard is the atomic unit of learned procedural knowledge.
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A SkillGenome tracks the evolutionary lineage of a skill across versions.
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"""
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from __future__ import annotations
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import time
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import uuid
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from dataclasses import dataclass, field
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from typing import Any
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@dataclass
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class SkillCard:
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"""
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A single versioned skill — a learned, testable procedure.
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Lifecycle: candidate → tested → active → (evolved | hibernated | archived)
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"""
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id: str = field(default_factory=lambda: uuid.uuid4().hex[:12])
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name: str = ""
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trigger: str = "" # When to apply this skill
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applies_when: list[str] = field(default_factory=list) # Context conditions
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procedure: list[str] = field(default_factory=list) # Step-by-step
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examples: list[dict[str, Any]] = field(default_factory=list) # Input→output examples
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tools: list[str] = field(default_factory=list) # Tools this skill uses
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evals: list[str] = field(default_factory=list) # Test case IDs
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fitness_score: float = 0.5 # 0-1, updated by CI
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version: int = 1
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parent_id: str | None = None # Previous version's ID
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source_memory_ids: list[str] = field(default_factory=list)
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created_at: float = field(default_factory=time.time)
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created_by: str = "" # "consolidation", "retroformer", "human", etc.
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status: str = "candidate" # candidate, tested, active, hibernated, archived
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exportable: bool = True # Can be shared via A2A
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def to_dict(self) -> dict[str, Any]:
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return {
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"id": self.id, "name": self.name, "trigger": self.trigger,
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"applies_when": self.applies_when, "procedure": self.procedure,
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"examples": self.examples, "tools": self.tools, "evals": self.evals,
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"fitness_score": self.fitness_score, "version": self.version,
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"parent_id": self.parent_id, "source_memory_ids": self.source_memory_ids,
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"created_at": self.created_at, "created_by": self.created_by,
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"status": self.status, "exportable": self.exportable,
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}
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@classmethod
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def from_dict(cls, d: dict) -> "SkillCard":
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return cls(**{k: v for k, v in d.items() if k in cls.__dataclass_fields__})
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def to_markdown(self) -> str:
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"""Export as human-readable markdown."""
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lines = [f"# Skill: {self.name} (v{self.version})", ""]
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lines.append(f"**Trigger:** {self.trigger}")
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if self.applies_when:
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lines.append(f"**Applies when:** {', '.join(self.applies_when)}")
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lines.append(f"\n## Procedure")
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for i, step in enumerate(self.procedure, 1):
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lines.append(f"{i}. {step}")
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if self.tools:
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lines.append(f"\n**Tools:** {', '.join(self.tools)}")
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lines.append(f"\n**Fitness:** {self.fitness_score:.2f} | **Status:** {self.status}")
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return "\n".join(lines)
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def evolve(self, new_procedure: list[str] | None = None, new_trigger: str | None = None) -> "SkillCard":
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"""Create a new version of this skill (mutation)."""
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return SkillCard(
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name=self.name,
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trigger=new_trigger or self.trigger,
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applies_when=list(self.applies_when),
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procedure=new_procedure or list(self.procedure),
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examples=list(self.examples),
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tools=list(self.tools),
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evals=list(self.evals),
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fitness_score=self.fitness_score * 0.9, # Slight penalty for unproven mutation
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version=self.version + 1,
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parent_id=self.id,
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source_memory_ids=list(self.source_memory_ids),
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created_by="evolution",
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status="candidate",
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)
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@dataclass
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class SkillGenome:
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"""
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Tracks the evolutionary lineage of a skill across versions.
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Supports: version history, rollback, fitness tracking over time.
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"""
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skill_name: str
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versions: list[SkillCard] = field(default_factory=list)
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active_version_id: str | None = None
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def add_version(self, card: SkillCard) -> None:
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self.versions.append(card)
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def promote(self, card_id: str) -> bool:
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"""Promote a version to active."""
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for v in self.versions:
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if v.id == card_id:
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# Deactivate current
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if self.active_version_id:
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for vv in self.versions:
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if vv.id == self.active_version_id:
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vv.status = "hibernated"
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v.status = "active"
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self.active_version_id = card_id
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return True
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return False
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def rollback(self) -> SkillCard | None:
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"""Rollback to previous version."""
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if not self.active_version_id:
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return None
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current = next((v for v in self.versions if v.id == self.active_version_id), None)
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if current and current.parent_id:
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parent = next((v for v in self.versions if v.id == current.parent_id), None)
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if parent:
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current.status = "archived"
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parent.status = "active"
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self.active_version_id = parent.id
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return parent
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return None
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@property
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def active(self) -> SkillCard | None:
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if self.active_version_id:
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return next((v for v in self.versions if v.id == self.active_version_id), None)
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return None
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@property
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def version_count(self) -> int:
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return len(self.versions)
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@property
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def fitness_history(self) -> list[float]:
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return [v.fitness_score for v in self.versions]
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