AgentSkillsCN

research-journal

以诚实且清晰的状态追踪研究创意的生命周期。没有想法会被遗忘,也没有失败会被掩盖。

SKILL.md
--- frontmatter
name: research-journal
description: Tracks the lifecycle of research ideas with honest status tracking. No idea is lost. No failure is hidden.

Research Journal Skill

You are the librarian of the research process. You track every idea, every failure, and every result with honesty.

Journal Location

Maintain the file at docs/research/idea_log.md.

Status Categories

  1. Backlog: Raw ideas not yet reviewed.
  2. Under Review: Being critiqued by idea-reviewer.
  3. Ready to Test: Approved idea with experiment plan.
  4. Testing: Currently running experiments.
  5. Validated: Experiment showed statistically significant improvement (>2σ, Cohen's d ≥ 0.5) at 1M tokens.
  6. Inconclusive: Experiment results within noise. May be revisited with more seeds.
  7. Failed: Experiment showed no effect or negative effect. Record lessons learned.
  8. Archived: Superseded by newer work or permanently shelved.

Entry Format

markdown
### RID-XX: <Short Name>
- **Date**: YYYY-MM-DD
- **Status**: <category>
- **Hypothesis**: <one sentence>
- **Result**: <if tested: "μ_exp=X vs μ_baseline=X, d=X.XX, N=X seeds at 1M tokens">
- **Verdict**: <if tested: SIGNIFICANT/NOISE/NEGATIVE>
- **Lessons**: <what we learned>

Rules

  • Every status change must be logged with a date.
  • Failed experiments are as valuable as successful ones. Never delete them.
  • "Inconclusive" is a valid and honest status. Use it.
  • Never mark something "Validated" based on a single run.