Evaluation report

• Repository is reachable

  https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook @ 7f8ee3c — ★ 533 · Python · MIT · last push 11 days ago

• Manifest detected

  kind=skill slug=dataset-profiler · path=skills/catalog/dataset-profiler · source=SKILL.md

• Slug is URL-safe

  "dataset-profiler" matches /^[a-z0-9][a-z0-9-]{0,62}$/

• Slug is unique within kind

  No collision found for skill/dataset-profiler

• Version is semver

  0.1.0

• README has usage / example sectionswarn

  README has no Usage / Example / Quick start / Installation heading at any level

  Add a `# Usage`, `## Quick start`, or similar section so end users can copy/paste a working invocation. Code blocks alone work too if there are several.

• Description quality

  20 words · 150 chars — "Use when first encountering a new dataset — produces a structured profile (schem…"

• README is present and substantial

  19,199 chars · 20 sections · 2 code blocks

• Tags / topics declared

  14 total — ai, ai-agent, ai-agents, fine-tuning, finetuning-llms, freamework (+8)

• Homepage / docs URL declared

  no homepage declared (registry will use the repo URL) — info-only, not blocking

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

  scanned for .env, credentials.json, *.pem, .ssh/, AWS / GCP configs — none found

• Skill: triggers declaredwarn

  No `trigger` phrases in SKILL.md frontmatter

  Add `trigger:` lines so Claude knows when to activate this skill — e.g. `when building MCP servers` or `for diagram creation`.

• Skill: SKILL.md present

  found at skills/catalog/dataset-profiler/SKILL.md · frontmatter source: SKILL.md

• Skill: body content present

  266 words · 1,686 chars · 8 sections

• Skill: allowed-tools scope

  no allowed-tools restriction (Claude may use anything)

• CI configuration detectedwarn

  no CI config found (looked for GitHub Actions, CircleCI, GitLab CI, etc.)

  Add a simple workflow (lint + test on PR) — it tells consumers the artifact is built reproducibly.

• Recent activity

  last push 11 days ago

• Tests detected

  1 test directory · 2 test files

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