Skill: Organize Experiment Reports
SkillDev toolsLets your agent sort new experiment reports into the right sections of a project's report index file.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Skill: Organize Experiment Reports skill
About this capability
Harvest experiment issue reports and curate docs/reports/index.md only when explicitly requested.
What this skill tells your AI
The instructions your AI receives, as published by marin-community/marin in .agents/skills/organize-experiments/SKILL.md and read by ahel’s review.
Overview
Curate docs/reports/index.md after new experiment issues are harvested: fold fresh entries into the right sections, refresh links, and leave ## Uncategorized empty.
Prerequisites
- Local checkout of the marin repository with write access.
- Ability to run
uvcommands. - Familiarity with the existing experiment categories in
docs/reports/index.md.
Guidelines for Humans
Standard Workflow
- Run
uv run scripts/pm/itemize_experiment_issues.pyto append new experiments. - Open the diff for
docs/reports/index.mdand identify the additions in## Uncategorized. - For each experiment:
- Match it to an existing section (e.g.,
Training and Performance,Data Experiments). - Merge any new resources (WandB links, Data Browser URLs) into the canonical entry in that section.
- Remove the placeholder entry from
## Uncategorized.
- Match it to an existing section (e.g.,
- If an experiment truly does not fit, leave it under
## Uncategorizedand add a note explaining why. - Proofread for duplicate bullets, broken Markdown, and consistent title casing.
- Commit the curated report, open a PR, or, if an interactive agent, signal to the user to look.
Link Hygiene
- Prefer direct
https://wandb.ai/...links when available; keep legacyapi.wandb.ailinks only if the direct share link does not exist. - Use
https://marin.communityData Browser URLs when the script surfaces them. - Preserve access tokens embedded in links.
Rules for Agents
- NEVER delete existing sections or conclusions.
- Keep badge styling consistent:
[]next to each experiment title. - When merging new content, update the canonical entry instead of duplicating it.
- Leave
## Uncategorizedempty whenever possible; a single placeholder sentence is fine. - Ask for guidance if an experiment does not map cleanly to known categories.
Validation
rg "^- " docs/reports/index.mdto confirm bullets exist only under curated sections, not under## Uncategorized.- Re-run
uv run scripts/pm/itemize_experiment_issues.pyif unsure that all experiments were captured. - Optional:
markdownlint docs/reports/index.mdto catch formatting drift.
See Also
scripts/pm/itemize_experiment_issues.pyfor source data generation..agents/skills/archive-experiments/SKILL.mdfor retiring legacy experiments.
Signals
- GitHub stars
- 4k
- Forks
- 303
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
organize-experiments- Source
- github.com/marin-community/marin