This skill should be used when the user asks to "write an experiment report", "summarize experimental results", "do experiment retrospection", "write a results report", "写实验总结报告", "写实验复盘", or mentions turning completed experiment artifacts into a structured, decision-oriented research report. It assumes strict analysis should come from `results-analysis` first.
SkillScore52Maintained
Automatic
◆Research pack
Last verified 8/8/2026
What it changes
Passed 8 of 16 test cases with the skill, and 5 of 16 without it.
Without skill32%
With skill52%
Checks it passed that the model alone missed
The YAML frontmatter includes the experiment_line field.
The artifact index links to source files in analysis-output/.
The figure interpretation includes a key observation from the plot.
and 8 more in the full report
7 fixed6 passed either way10 still failing2 broke
Pass-rate lift
+20 pp
Tokens
+107%
Agent turns
0%
Response time
+42%
Model gemini-3.6-flashMeasured 8/8/2026v113 of 25 cases passed with skill · 16 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
Summarize our latest benchmarking results for `kv-cache-compression` round 4 (`throughput-test`) based on `analysis-output/figure-catalog.md` showing Figure 1 (latency vs batch size).
What was checked, without and with the skill
Checked
Without skill
With skill
The figure interpretation includes a key observation from the plot.
Missed
Passed
The figure interpretation states a clear decision implication for the experiment line.
Missed
Passed
case-11 · gemini-3.6-flash · 8/8/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md173 lines7 files
Results Report
Write the complete post-experiment summary report after analysis artifacts are ready.
This skill is for the stage afterresults-analysis.
Role boundary
results-analysis does
strict statistics,
real figures,
figure interpretation scaffolding,
stats appendix.
results-report does
complete experiment wrap-up report,
decision-oriented narrative,
figure-by-figure interpretation inside a coherent structure,
limitations, failure cases, and next actions,
Obsidian write-back into Results/Reports/.
Do not replace strict analysis with confident prose. If the analysis bundle is missing, first identify the blocker and request or produce the missing bundle.
Default output
The default report is an internal research report, not manuscript prose.