analyze-datagen-campaign-summary

analyze-datagen-campaign-summary is a Fine-tuning & training data skill for AI agents, published by open-thoughts in the OpenThoughts-Agent repository on GitHub. Skillspace rates analyze-datagen-campaign-summary D (55/100) and it passed the safety scan; the rating is based on static analysis only.

Build a clean per-dataset summary table/CSV for a datagen (trajectory-generation) campaign — one row per task source with Status (COMPLETED / FAILED / RUNNING / NOT STARTED), N Trials Completed, Mean Turns/Trace, Mean Tok/Trace, Mean Reward, and the HF trace-repo link. Use when asked to "summarize the campaign", "which datasets did we complete + their rewards/trials", "build a completion table/CSV", or to reconcile a prose tracker into auditable per-dataset metrics. Computes metrics by STREAMING each uploaded HF trace dataset (disk-bounded) and reusing the canonical OT-Agent analysis tools (scripts/analysis/utils.py: extract_conversation_text / count_turns / extract_reward) + the Qwen3-8B tokenizer; HF-ground-truths Status by probing each repo. Reference impl: scripts/analysis/build_campaign_summary_csv.py. Related skills: analyze-dataset-token-length (token method), analyze-job-history-iris (harbor Mean / trials from logs).

Grade
D
Quality
55 / 100
Safety
Passed
GitHub stars
259

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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View source on GitHubopen-thoughts/OpenThoughts-Agent

Our review

Architecture
84 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
Apache-2.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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