{"id":10197,"external_id":"plugin_asdk_app_6ad4ce50891c8191a8b84db6e45c6022","name":"wcs-ai-task-audit","display_name":"AI Task Audit","developer":"We Call Shotgun","category":"Productivity","listing_language":"en","listing_language_details":{"method":"cld-0.13.0/listing-v1","reliable":true,"detected_at":"2026-11-01T12:05:54Z","input_sha256":"9765a5506291becdecd27e706d31ee114c092ee69a59f98bb895ebb5db11bce2","source_fields":["release.description","release.interface.short_description","release.interface.long_description"]},"version":"1.0.6","skill_count":1,"first_seen_at":"2026-11-01T12:00:21.927Z","last_seen_at":"2026-11-04T06:00:02.689Z","last_changed_at":"2026-11-01T12:00:21.927Z","install_count":null,"search_matches":[],"research_summary":null,"research_reviewed_at":null,"metadata":{"canonical_app_id":"asdk_app_6ad4ce50891c8191a8b84db6e45c6022","connector_id":"asdk_app_6ad4ce50891c8191a8b84db6e45c6022","created_at":"2026-10-18T16:45:01.976517Z","discoverability":"LISTED","id":"plugin_asdk_app_6ad4ce50891c8191a8b84db6e45c6022","is_template":false,"is_template_instance":false,"name":"wcs-ai-task-audit","release":{"app_ids":["asdk_app_6ad4ce50891c8191a8b84db6e45c6022"],"app_manifest":{"apps":{"ai-task-audit":{"id":"asdk_app_6ad4ce50891c8191a8b84db6e45c6022","required":true}}},"app_templates":[],"description":"Find practical AI uses at work. Audit recurring tasks, compare chat, agent and workflow options, and build a first-task plan.","display_name":"AI Task Audit","id":"pluginrel_d0e1d048e85c8191aca0186125506e93","interface":{"brand_color":"#32021D","capabilities":[],"category":"Productivity","composer_icon_dark_url":"https://files.openai.com/content?id=file_00000000af1c820a9a127af1058a710a","composer_icon_url":"https://files.openai.com/content?id=file_0000000041a0820aad742297f3b1c979","default_prompt":"What parts of my job could AI help with? Audit my tasks and suggest where to start.","default_prompts":["What parts of my job could AI help with? Audit my tasks and suggest where to start.","Which weekly tasks should I automate, and how much time could I save?","Should I use a chat prompt, a supervised agent or an automated workflow for this task?"],"developer_name":"We Call Shotgun","logo_url":"https://files.openai.com/content?id=file_00000000a0d482108d25a5337db71b4f","logo_url_dark":"https://files.openai.com/content?id=file_00000000faec820aad57eb8a3e4cc36f","long_description":"What parts of your job could AI help with? Describe your role or recurring tasks, the tools you use and the time each task takes. AI Task Audit by We Call Shotgun builds an opportunity map and a practical first-task plan.\n\nCompare chat assistance, reusable prompts or skills, supervised agents and repeatable workflows. Get relevance, complexity, capability and risk scores for each task, plus an estimated time-saving range when you supply enough timing information. The calculation subtracts AI handling, human review, rework and maintenance. Missing information stays unknown.\n\nThe audit flags hallucination and accuracy risks. It never treats a suitability score as a model's accuracy rate. AI accuracy above 95% stays unproven unless the supplied task-level test evidence meets the stated rubric. Consequential decisions stay with people.\n\nFor an eligible task, receive a prompt, skill outline, agent brief or workflow specification matched to your approved tools. Ordinary rules are recommended when they solve the task without AI.\n\nWork with generic task descriptions and aggregate estimates, so you don't need to send private documents or personal records. It plans work; it doesn't install integrations, execute automations, send messages or make employment decisions.\n\nThe scoring rubric is a WCS design informed by the public Teach Them to Drive framework and WCS articles. It isn't a validated prediction or a guarantee of savings. Completed audits include an optional WCS resources link.","plugin_category_id":"productivity","privacy_policy_url":"https://wecallshotgun.com/privacy","screenshot_urls":[],"short_description":"Find practical AI uses at work","terms_of_service_url":"https://wecallshotgun.com/ai-task-audit-terms","website_url":"https://wcs-ai-task-audit.toni-ai.chatgpt.site"},"keywords":["ai-at-work","task-audit","ai-adoption","workflow-automation","work-productivity","we-call-shotgun"],"onboarding_skill_name":null,"requires_local_executor":false,"skills":[{"description":"Audit a role or task list to find where AI can help at work. Use when someone asks what AI can do in their job, which tasks to automate, how to choose between chat assistance, a supervised agent and a workflow, or where to start an AI adoption pilot. Produces a WCS opportunity map ranked by estimated net time saved, risk flags and a first-task prompt or automation plan. Do not use for general AI news, executing work, investment returns or making decisions about people.","interface":{"brand_color":null,"default_prompt":null,"display_name":"ai-task-audit","icon_large_url":null,"icon_small_url":null,"iconography":"chart","short_description":"Audit a role or task list to find where AI can help at work. Use when someone asks what AI can do in their job, which tasks to automate, how to choose between chat assistance, a supervised agent and a workflow, or where to start an AI adoption pilot. Produces a WCS opportunity map ranked by estimated net time saved, risk flags and a first-task prompt or automation plan. Do not use for general AI news, executing work, investment returns or making decisions about people."},"name":"ai-task-audit","plugin_release_skill_id":"pluginrsk_6ad4f7046e98819183db6beb562e1750"}],"version":"1.0.6"},"scope":"GLOBAL","status":"ENABLED"},"research":null,"package_metadata":{"name":"wcs-ai-task-audit","author":{"url":"https://wecallshotgun.com","name":"We Call Shotgun"},"sources":[{"path":"plugin.json","sha256":"ea6bac6441e40fc85946406ad1da87995e10b14bfaebf1cd594f040034179092"}],"version":"1.0.6","commerce":false,"keywords":["ai-at-work","task-audit","ai-adoption","workflow-automation","work-productivity","we-call-shotgun"],"artifact_id":141433,"observed_at":"2026-11-04T00:13:27Z","support_url":"https://wecallshotgun.com/contact","field_sources":{"name":0,"author":0,"version":0,"commerce":0,"keywords":0,"support_url":0,"release_notes":0,"review_case_counts":0,"commerce_description":0,"availability_countries":0},"release_notes":"Initial public review candidate. Adds an AI-at-work task audit, four explained scores, risk and accuracy gates, net time estimates and a first-task plan. Includes focused discovery wording and a resources footer after completed audits.","extraction_version":1,"review_case_counts":{"negative":3,"positive":5},"conflicts_or_errors":[],"commerce_description":"The task audit is free. No checkout, purchase or payment is offered or processed. A WCS resources link follows completed audits. An optional external booking link is mentioned only when the user asks for implementation help. No data is appended to these links.","availability_countries":[]}}