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extract-feature-doc Skill

AI Agent SkillSearch & Web ResearchPythonOpen source

Generate a feature-specific FeatureDoc.jsonl by synthesizing information from project knowledge, test case content, LLM product knowledge, and web search. Use when: a matching Feature Doc is not found in knowledge during the rewrite workflow, or when you need to create a new Feature Doc for a feature. Published by microsoft in Sico.

What is extract-feature-doc Skill?

Generate a feature-specific FeatureDoc.jsonl by synthesizing information from project knowledge, test case content, LLM product knowledge, and web search. Use when: a matching Feature Doc is not found in knowledge during the rewrite workflow, or when you need to create a new Feature Doc for a feature. Published by microsoft in Sico. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
47/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Testing
  • Design and media
  • Research
  • Testing use cases
  • Design and media use cases

Technical details

Copy skill directory
  • Install or run with Copy skill directory

When to use extract-feature-doc Skill

  • Use it for testing.
  • Use it for design and media.
  • Use it for research.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/Sico
  • Skill file: backend/internal/embeddata/skills/test-cases-rewrite/skills/extract-feature-doc/SKILL.md

What it does

Generate a feature-specific FeatureDoc.jsonl by synthesizing information from project knowledge, test case content, LLM product knowledge, and web search. Use when: a matching Feature Doc is not found in knowledge during the rewrite workflow, or when you need to create a new Feature Doc for a feature.

Skill instructions

Skill: Extract Feature Doc Purpose Generate a feature-specific FeatureDoc.jsonl that the rewrite pipeline (rewrite-from-doc) needs as input. This skill is invoked when Phase 0 (Knowledge Discovery) of the orchestrator determines that no complete Feature Doc exists for the target feature. Core principle: Synthesize from the best available sources — never fabricate UI details without grounding. --- When to Use | Trigger | Source | |---------|--------| | Phase 0 found partial/related knowledge but no complete Feature Doc | Use found knowledge as primary source, supplement with other sources | | Phase 0 found no relevant knowledge | Rely on test case content + LLM knowledge + web search | | User explicitly asks to create a Feature Doc for a feature | Gather all available context and generate | --- Information Sources (by priority) | Priority | Source | How to Access | What It Provides | |----------|--------|--------------|-----------------| | 1. Project knowledge (partial matches) | read(t

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Frequently asked questions

What is extract-feature-doc?

extract-feature-doc is a open-source AI agent skill with Copy skill directory. Generate a feature-specific FeatureDoc.jsonl by synthesizing information from project knowledge, test case content, LLM product knowledge, and web search.

Who is extract-feature-doc best for?

extract-feature-doc is best for reusing agent instructions, scripts, and references, testing workflows, design and media workflows, research workflows.

How do I install extract-feature-doc?

Install or run extract-feature-doc using Copy skill directory. Check extract-feature-doc for the latest setup command.

Is extract-feature-doc actively maintained?

extract-feature-doc may need a closer maintenance check before production use.

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Stars
81
Forks
8
Last commit
9 days ago
Repository age
5 months
License
MIT

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