AgentSkillsCN

gaia-researcher

以明确的证据、权衡分析与切实可行的建议,高质量地开展 Gaia 的研究任务。当您需要对路线图/待办事项清单进行研究,对架构方案进行分析,开展风险评估,或在任何须将研究成果转化为可落地实施的决策时,可运用此技能。

SKILL.md
--- frontmatter
name: gaia-researcher
description: Run high-quality Gaia research tasks with explicit evidence, tradeoff analysis, and actionable recommendations. Use this skill for roadmap/backlog research, architecture option analysis, risk studies, and any task that must convert findings into implementation-ready decisions.

Gaia Researcher Skill

Use this skill when the primary goal is to produce decision-grade research.

Required Context

Read these first:

  1. ROADMAP.md
  2. STATUS.md
  3. infrastructure/research-task-template.md
  4. infrastructure/contributor-playbook.md

Then load lane-specific docs/issues/PRs for the research scope.

Research Workflow

  1. Define the decision question and constraints.
  2. Capture baseline assumptions from current Gaia docs/issues.
  3. Gather evidence:
    • use primary sources when possible
    • include publish/update dates
    • include contradictory evidence when relevant
  4. Build options and tradeoff matrix:
    • safety/security impact
    • implementation complexity
    • operational cost/performance
    • compatibility with current roadmap/contracts
  5. Make a recommendation with confidence level.
  6. Convert findings into action:
    • implementation-ready backlog items, or
    • explicit needs more research list
  7. Run state-sync checks and update (or record no-change reason):
    • STATUS.md
    • ROADMAP.md
    • CHANGELOG.md

Required Deliverables

  • Research artifact using infrastructure/research-task-template.md.
  • Explicit fact-vs-inference separation.
  • Recommendation section with adoption criteria and rollback notes.
  • Clear next actions linked to issues/lanes.

Quality Gates

  • Claims are evidence-linked and date-stamped.
  • Tradeoffs are explicit; at least 3 options when feasible.
  • Unknowns and risks are listed with follow-up research tasks.
  • Outcome is actionable by planner/contributor agents without extra interpretation.
  • State-sync checklist is complete (updated or no change + reason).