Doc lookup & research

The top-rated launch-quality Doc lookup & research skill for AI agents is notebooklm (grade B), followed by nemoclaw-user-guide and te-docs. Skillspace rates 544 Doc lookup & research skills; 122 are launch-quality.

Finds, fetches, caches or searches documentation written by others — library and framework reference bundles, doc-site search tools, llms.txt ingestion, and mining a document corpus for answers — rather than producing docs.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. notebooklm B
  2. nemoclaw-user-guide B
  3. te-docs B
  4. c15t-backend-docs B
  5. aliyun-platform-docs-benchmark B
  6. ct-docs-lookup B
  7. docmancer B
  8. deepwiki-mcp-skill B
  9. booklib-mcp-guide B
  10. knowledge B
  11. prismatic-docs B
  12. doc-navigator B
  13. knowdb-local-search B
  14. reference-lookup B
  15. llms.txt & Doc Parsing B
  16. bricks-academy-preview B
  17. external-source-research C
  18. feature-flags-php C
  19. abaqus-docs C
  20. ocaml-rfc-integration C
  21. adspirer-docs C
  22. neuron-nki-docs C
  23. xcdocs C
  24. tondocs C
  25. apple-dev-research C

Frequently asked questions

What is the best Doc lookup & research skill for AI agents?

The top-rated launch-quality Doc lookup & research skill for AI agents is notebooklm (grade B), followed by nemoclaw-user-guide and te-docs. Skillspace rates 544 Doc lookup & research skills; 122 are launch-quality.

How does Skillspace rate Doc lookup & research skills?

Skillspace grades every Doc lookup & research skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Doc lookup & research skills safe to install?

Of the 544 Doc lookup & research skills Skillspace rates, 518 passed its safety scan with no flag from its model, and 26 are flagged: 7 for review, 13 as risky, 3 as unsafe and 3 as test fixtures. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.