{"id":19403120,"url":"https://github.com/watson-developer-cloud/assistant-skill-analysis","last_synced_at":"2025-12-14T00:05:37.305Z","repository":{"id":35134294,"uuid":"204022682","full_name":"watson-developer-cloud/assistant-skill-analysis","owner":"watson-developer-cloud","description":"Dialog Skill Analysis framework for Watson Assistant","archived":false,"fork":false,"pushed_at":"2025-02-18T21:42:07.000Z","size":217,"stargazers_count":41,"open_issues_count":2,"forks_count":42,"subscribers_count":28,"default_branch":"master","last_synced_at":"2025-03-29T10:09:01.108Z","etag":null,"topics":["accuracy","ai-assistants","analysis-framework","classification","conversational-ai","entities","intents","machine-learning","machine-learning-algorithms","ml","watson","watson-assistant"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/watson-developer-cloud.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-08-23T15:15:04.000Z","updated_at":"2025-01-27T17:40:24.000Z","dependencies_parsed_at":"2023-10-02T00:21:30.864Z","dependency_job_id":"adea3c2b-1550-439a-b478-5e24a27ce452","html_url":"https://github.com/watson-developer-cloud/assistant-skill-analysis","commit_stats":{"total_commits":78,"total_committers":10,"mean_commits":7.8,"dds":0.641025641025641,"last_synced_commit":"317299904bcd09d628eee7c9c84627c3ad321554"},"previous_names":["watson-developer-cloud/assistant-dialog-skill-analysis"],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/watson-developer-cloud%2Fassistant-skill-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/watson-developer-cloud%2Fassistant-skill-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/watson-developer-cloud%2Fassistant-skill-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/watson-developer-cloud%2Fassistant-skill-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/watson-developer-cloud","download_url":"https://codeload.github.com/watson-developer-cloud/assistant-skill-analysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247325693,"owners_count":20920714,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["accuracy","ai-assistants","analysis-framework","classification","conversational-ai","entities","intents","machine-learning","machine-learning-algorithms","ml","watson","watson-assistant"],"created_at":"2024-11-10T11:27:17.905Z","updated_at":"2025-12-14T00:05:37.233Z","avatar_url":"https://github.com/watson-developer-cloud.png","language":"Jupyter Notebook","readme":"[![test env](https://github.com/watson-developer-cloud/assistant-dialog-skill-analysis/actions/workflows/ci.yaml/badge.svg?branch=master)](https://github.com/watson-developer-cloud/assistant-dialog-skill-analysis/actions/workflows/ci.yaml)\n\n# Dialog/Action Skill Analysis for Watson Assistant\n\n## Introduction\nDialog/Action Skill Analysis is a Python framework along with an easy-to-use Python notebook to help you quickly and effectively build AI assistants using Watson Assistant \n\nWhether you are new to the process and are building your first AI assistant or you’re a veteran and have an assistant working well in production, this framework is intended to help everyone with questions like...\n- How do I know my assistant is doing a good job?\n- How do I test and measure my assistant’s performance?\n- Why is the assistant responding incorrectly to this question?\n- How do I improve my assistant’s ability to understand questions?\n\nCurrently Supported Languages: en, fr, cs, de, es, it, pt, nl, zh-cn, zh-tw\n\n## Usage\nIf you clone the notebook from this repository locally, please use the steps below. For usage in Watson studio, please refer to the \nsection below on [Hosted Python Notebook](#hosted-python-notebook)\n\n\n1. Assumes familiarity using a Python Jupyter notebook\n2. Assumes a Python 3.9 or greater environment (We recommend using Anaconda to setup a python environment)\n3. Install dependencies with `pip install -r requirements.txt`\n4. Start jupyter server with `jupyter notebook`\n5. Run `classic_dialog_skill_analysis.ipynb` or `new_experience_skill_analysis.ipynb` to start session\n\n## Update: March 15th 2023\n`new_experience_skill_analysis.ipynb` for dialog or action analysis under new Watson Assistant experience is available.\n\n\n## Guides\nAn introduction to Dialog Skill Analysis on Medium: [Announcing Dialog Skill Analysis](https://medium.com/ibm-watson/announcing-dialog-skill-analysis-for-watson-assistant-83cdfb968178?)\n\n## Hosted Python Notebook\nFor those of you familiar with IBM Watson Studio, we have also made a hosted version of the notebook available on the IBM Gallery: [Hosted Dialog Skill Analysis Notebook](https://dataplatform.cloud.ibm.com/exchange/public/entry/view/4d77701840fcb2f21587e39fdb887049)\n\n## Current Contributor List\n\n| |                                                                                                                                                         |                                                                                                                                                         |\n:-------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------:|\n\u003cimg src=\"https://avatars1.githubusercontent.com/u/41268579\" alt=\"Haode Qi Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Haode Qi](https://github.com/haodeqi)\u003cb\u003e  | \u003cimg src=\"https://avatars.githubusercontent.com/u/20978879\" alt=\"Cheng Qian Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Cheng Qian](https://github.com/tsinggggg)\u003cb\u003e  | \u003cimg src=\"https://avatars0.githubusercontent.com/u/55497265\" alt=\"Ladislav Kunc Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Ladislav Kunc](https://github.com/lada-kunc)\u003cb\u003e |\n\n\n## Previous Contributor List\n\n| | | |\n:-------------------------:|:-------------------------:|:-------------------------:|\n\u003cimg src=\"https://avatars2.githubusercontent.com/u/21293612\" alt=\"Panos Karagiannis Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Panos Karagiannis](https://github.com/apropos13)\u003cb\u003e | \u003cimg src=\"https://avatars0.githubusercontent.com/u/10625921\" alt=\"Ming Tan Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Ming Tan](https://github.com/mingtan888)\u003cb\u003e |\n\u003cimg src=\"https://avatars0.githubusercontent.com/u/5985542\" alt=\"Navneet Rao Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Navneet Rao](https://github.com/navneetrao)\u003cb\u003e| \u003cimg src=\"https://avatars0.githubusercontent.com/u/12615278\" alt=\"Yang Yu Avatar\" width=100/\u003e \u003cbr/\u003e \u003cb\u003e[Yang Yu](https://github.com/yangyuphd)\u003cb\u003e |\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwatson-developer-cloud%2Fassistant-skill-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwatson-developer-cloud%2Fassistant-skill-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwatson-developer-cloud%2Fassistant-skill-analysis/lists"}