self-improving-agent / token-tracker · read-only MVP

Token 去哪了

17 episodes · 13 action_types · generated 2026-06-03T07:37:06Z UTC build.py · single-file · self-contained

Overview · at a glance

Total episodes
17
across 13 action_types
Agent runs
4
1 success · 3 partial · 0 failed
Total tokens
115.4ksum
11% episodes have data
Tool events
145
from hooks.log
Episode activity over time · by hour
06:0014:0016:00
By outcome
8 / 4 / 0
success / partial / failed

Token 流向 · by action_type

agent_run
4 ep
promotion_verification
2 ep
policy_promotion
1 ep
meta_learning
1 ep
experiment
1 ep
milestone
1 ep
proposal_implementation
1 ep
dry_run_validation
1 ep
validation
1 ep
experiment_complete
1 ep
promotion
1 ep
_unknown
1 ep
meta_analysis
1 ep

By subagent_type

_none
13 ep
general-purpose
4 ep

Agent 表现 · by subagent_type

subagent_type episodes agent_runs success avg duration avg tokens avg tool_uses first → last
_none13007:05 → 16:00
general-purpose441/410.4s57.7k1.006:45 → 06:59

Activity stream · all

action_type
_unknown (1)agent_run (4)dry_run_validation (1)experiment (1)experiment_complete (1)meta_analysis (1)meta_learning (1)milestone (1)policy_promotion (1)promotion (1)promotion_verification (2)proposal_implementation (1)validation (1)
subagent_type
_none (13)general-purpose (4)
outcome
_unknown (1)in_progress (1)partial (4)partial_success (1)success (8)success (after 2 iterations to discover real field names) (1)success (with one self-corrected bug) (1)
timestamp action_type subagent_type duration tokens outcome summary

Observations · heuristic

  1. agent_run 全部由 general-purpose 派出(4 次),没有其他 subagent_type 被实际 dispatch 过
  2. agent_run 中 2/4 缺 total_tokens、3/4 缺 duration_ms — hook 还在收集中
  3. action_type 分布 Top 3: agent_run 4, promotion_verification 2, policy_promotion 1
  4. 工具使用 Top 3: Bash 90, Write 17, Edit 11
  5. agent_run 样本量仅 4 次,< 10;选型决策建议等 ≥ 20 / ≥ 3 subagent_type 再做