痛点分析发布于 2026/05/28
痛点为 AI 基于上游原始证据的初步提炼；未包含额外中国市场检索。
痛点
用户在使用AI写作工具生成文本后，发现内容带有明显的AI痕迹（如过度正式、重复句式、缺乏人性化表达），导致文章读起来生硬、不自然，影响读者体验和信任感。现有流程中，用户需要手动逐句检查并修改这些“AI味”，但人工识别和修正既耗时又容易遗漏，尤其当文本较长时，重复劳动和效率低下问题突出。这种摩擦使得用户难以快速获得高质量、接近人类写作风格的内容，可能造成内容质量不稳定、发布延迟或需要额外编辑成本。
README
README summary
Stop Slop A skill for removing AI tells from prose. <img width="3840" height="2160" alt="G Yg4RVbIAAhVxW" src="https://github.com/user attachments/assets/902afc15 1f40 4a9d af24 8cd67afb8ebf" /
Repository
Repository metadata
- Owner
- hardikpandya
- License
- MIT
- Default branch
- main
- Days since created
- 137
- Days since last push
- 72
Signals
Repository signals
- Watchers
- 6,355
- Open issues
- 18
Contributors
Contributor snapshot
- Contributor count
- 2
- Top contributor share
- 0.833
- Top contributors
- hardikpandya, dctmfoo
源数据· Raw Archive
- source
- GitHub Trending
- upstream_source
- github_trending
- upstream_item_id
- hardikpandya--stop-slop
- daily_ranking_item_id
- bf8ebf5b-6dc4-45a2-a8ba-714facc79a0e
- rank_date
- 2026-05-29
- rank
- 4
- name
- stop-slop
- tagline
- A skill file for removing AI tells from prose
- description
- A skill file for removing AI tells from prose
- votes_count
- 6,355
- thumbnail_url
- https://github.com/hardikpandya.png
- og_image_url
- https://github.com/hardikpandya.png
media / source-specific data
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{
"login": "dctmfoo",
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"created_at_on_source": "2026-01-11T12:00:59Z",
"days_since_last_push": 72,
"top_contributor_share": 0.833
}raw_payload
{
"fetched_at": "2026-05-28T22:00:36.917Z",
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0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z\"></path>\n</svg><svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star mr-0 tmp-mr-0 v-align-text-bottom d-inline-block d-md-none\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z\"></path>\n</svg>\n <span data-view-component=\"true\" class=\"d-none d-md-inline\">\n Star\n</span>\n</a></div>\n </div>\n\n <h2 class=\"h3 lh-condensed\">\n <a data-hydro-click=\"{"event_type":"explore.click","payload":{"click_context":"TRENDING_REPOSITORIES_PAGE","click_target":"REPOSITORY","click_visual_representation":"REPOSITORY_NAME_HEADING","actor_id":null,"record_id":1132137660,"originating_url":"https://github.com/trending?since=daily","user_id":null}}\" data-hydro-click-hmac=\"1a30b08acbd36203356bacdbd3972cd62fd6f9c9fdf7ce6cafc68957579a264c\" href=\"/hardikpandya/stop-slop\" data-view-component=\"true\" class=\"Link\"><svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-repo mr-1 tmp-mr-1 color-fg-muted\">\n <path d=\"M2 2.5A2.5 2.5 0 0 1 4.5 0h8.75a.75.75 0 0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z\"></path>\n</svg>\n\n <span data-view-component=\"true\" class=\"text-normal\">\n hardikpandya /\n</span>\n stop-slop</a> </h2>\n\n <p class=\"col-9 color-fg-muted my-1 tmp-pr-4\">\n A skill file for removing AI tells from prose\n </p>\n\n <div class=\"f6 color-fg-muted mt-2\">\n\n <a href=\"/hardikpandya/stop-slop/stargazers\" data-view-component=\"true\" class=\"tmp-mr-3 Link Link--muted d-inline-block\"><svg aria-label=\"star\" role=\"img\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z\"></path>\n</svg>\n 6,355</a>\n <a href=\"/hardikpandya/stop-slop/forks\" data-view-component=\"true\" class=\"tmp-mr-3 Link Link--muted d-inline-block\"><svg aria-label=\"fork\" role=\"img\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-repo-forked\">\n <path d=\"M5 5.372v.878c0 .414.336.75.75.75h4.5a.75.75 0 0 0 .75-.75v-.878a2.25 2.25 0 1 1 1.5 0v.878a2.25 2.25 0 0 1-2.25 2.25h-1.5v2.128a2.251 2.251 0 1 1-1.5 0V8.5h-1.5A2.25 2.25 0 0 1 3.5 6.25v-.878a2.25 2.25 0 1 1 1.5 0ZM5 3.25a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Zm6.75.75a.75.75 0 1 0 0-1.5.75.75 0 0 0 0 1.5Zm-3 8.75a.75.75 0 1 0-1.5 0 .75.75 0 0 0 1.5 0Z\"></path>\n</svg>\n 465</a>\n <span data-view-component=\"true\" class=\"tmp-mr-3 d-inline-block\">\n Built by\n\n <a class=\"d-inline-block\" data-hydro-click=\"{"event_type":"explore.click","payload":{"click_context":"TRENDING_REPOSITORIES_PAGE","click_target":"CONTRIBUTING_DEVELOPER","click_visual_representation":"DEVELOPER_AVATAR","actor_id":null,"record_id":null,"originating_url":"https://github.com/trending","user_id":241900277}}\" data-hydro-click-hmac=\"85796cab5f643e9060255b3ce54d61521046ef6f6b55a4fd39a7b8778ce05a9d\" data-hovercard-type=\"user\" data-hovercard-url=\"/users/hardikpandya/hovercard\" data-octo-click=\"hovercard-link-click\" data-octo-dimensions=\"link_type:self\" href=\"/hardikpandya\"><img class=\"avatar mb-1 avatar-user\" src=\"https://avatars.githubusercontent.com/u/591262?s=40&v=4\" width=\"20\" height=\"20\" alt=\"@hardikpandya\" /></a>\n <a class=\"d-inline-block\" data-hydro-click=\"{"event_type":"explore.click","payload":{"click_context":"TRENDING_REPOSITORIES_PAGE","click_target":"CONTRIBUTING_DEVELOPER","click_visual_representation":"DEVELOPER_AVATAR","actor_id":null,"record_id":null,"originating_url":"https://github.com/trending","user_id":241900277}}\" data-hydro-click-hmac=\"85796cab5f643e9060255b3ce54d61521046ef6f6b55a4fd39a7b8778ce05a9d\" data-hovercard-type=\"user\" data-hovercard-url=\"/users/claude/hovercard\" data-octo-click=\"hovercard-link-click\" data-octo-dimensions=\"link_type:self\" href=\"/claude\"><img class=\"avatar mb-1 avatar-user\" src=\"https://avatars.githubusercontent.com/u/81847?s=40&v=4\" width=\"20\" height=\"20\" alt=\"@claude\" /></a>\n <a class=\"d-inline-block\" data-hydro-click=\"{"event_type":"explore.click","payload":{"click_context":"TRENDING_REPOSITORIES_PAGE","click_target":"CONTRIBUTING_DEVELOPER","click_visual_representation":"DEVELOPER_AVATAR","actor_id":null,"record_id":null,"originating_url":"https://github.com/trending","user_id":241900277}}\" data-hydro-click-hmac=\"85796cab5f643e9060255b3ce54d61521046ef6f6b55a4fd39a7b8778ce05a9d\" data-hovercard-type=\"user\" data-hovercard-url=\"/users/dctmfoo/hovercard\" data-octo-click=\"hovercard-link-click\" data-octo-dimensions=\"link_type:self\" href=\"/dctmfoo\"><img class=\"avatar mb-1 avatar-user\" src=\"https://avatars.githubusercontent.com/u/128729140?s=40&v=4\" width=\"20\" height=\"20\" alt=\"@dctmfoo\" /></a>\n</span>\n <span data-view-component=\"true\" class=\"d-inline-block float-sm-right\">\n <svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z\"></path>\n</svg>\n 755 stars today\n</span> </div>",
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{
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"description": "A skill file for removing AI tells from prose",
"raw_summary": "<div class=\"float-right d-flex\">\n\n <div data-view-component=\"true\" class=\"BtnGroup d-flex\">\n <a href=\"/login?return_to=%2Fhardikpandya%2Fstop-slop\" rel=\"nofollow\" data-hydro-click=\"{"event_type":"authentication.click","payload":{"location_in_page":"star button","repository_id":1132137660,"auth_type":"LOG_IN","originating_url":"https://github.com/trending?since=daily","user_id":null}}\" data-hydro-click-hmac=\"380592a93c052d11d996b4585a8e428e8e261815f973102ea5c8210c565d6e13\" aria-label=\"You must be signed in to star a repository\" data-view-component=\"true\" class=\"tooltipped tooltipped-sw btn-sm btn\"> <svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star v-align-text-bottom d-none d-md-inline-block mr-2 tmp-mr-2\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 .698 0l2.77 1.456-.53-3.084a.75.75 0 0 1 .216-.664l2.24-2.183-3.096-.45a.75.75 0 0 1-.564-.41L8 2.694Z\"></path>\n</svg><svg aria-hidden=\"true\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star mr-0 tmp-mr-0 v-align-text-bottom d-inline-block d-md-none\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 4.21.612a.75.75 0 0 1 .416 1.279l-3.046 2.97.719 4.192a.751.751 0 0 1-1.088.791L8 12.347l-3.766 1.98a.75.75 0 0 1-1.088-.79l.72-4.194L.818 6.374a.75.75 0 0 1 .416-1.28l4.21-.611L7.327.668A.75.75 0 0 1 8 .25Zm0 2.445L6.615 5.5a.75.75 0 0 1-.564.41l-3.097.45 2.24 2.184a.75.75 0 0 1 .216.664l-.528 3.084 2.769-1.456a.75.75 0 0 1 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0 1 .75.75v12.5a.75.75 0 0 1-.75.75h-2.5a.75.75 0 0 1 0-1.5h1.75v-2h-8a1 1 0 0 0-.714 1.7.75.75 0 1 1-1.072 1.05A2.495 2.495 0 0 1 2 11.5Zm10.5-1h-8a1 1 0 0 0-1 1v6.708A2.486 2.486 0 0 1 4.5 9h8ZM5 12.25a.25.25 0 0 1 .25-.25h3.5a.25.25 0 0 1 .25.25v3.25a.25.25 0 0 1-.4.2l-1.45-1.087a.249.249 0 0 0-.3 0L5.4 15.7a.25.25 0 0 1-.4-.2Z\"></path>\n</svg>\n\n <span data-view-component=\"true\" class=\"text-normal\">\n hardikpandya /\n</span>\n stop-slop</a> </h2>\n\n <p class=\"col-9 color-fg-muted my-1 tmp-pr-4\">\n A skill file for removing AI tells from prose\n </p>\n\n <div class=\"f6 color-fg-muted mt-2\">\n\n <a href=\"/hardikpandya/stop-slop/stargazers\" data-view-component=\"true\" class=\"tmp-mr-3 Link Link--muted d-inline-block\"><svg aria-label=\"star\" role=\"img\" data-component=\"Octicon\" height=\"16\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" data-view-component=\"true\" class=\"octicon octicon-star\">\n <path d=\"M8 .25a.75.75 0 0 1 .673.418l1.882 3.815 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