{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_jam","slug":"jam","name":"Jam","type":"product","url":"https://jam.dev","page_url":"https://unfragile.ai/jam","categories":["automation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_jam__cap_0","uri":"capability://productivity.automatic.screenshot.capture","name":"automatic-screenshot-capture","description":"Captures full-page or viewport screenshots at the moment a bug is reported, preserving the exact visual state of the application. Includes DOM snapshots for debugging layout and styling issues.","intents":["I want to show the exact visual state of the bug without manually taking screenshots","I need to preserve what the user saw when they encountered the problem","I want to avoid vague descriptions like 'the button looks wrong'"],"best_for":["QA teams","bug reporters","frontend developers"],"limitations":["Only captures browser-rendered content","Cannot capture native mobile or desktop apps","May not capture dynamically rendered content in some frameworks"],"requires":["Chrome or Safari browser","Jam browser extension installed","Active browser tab with the bug"],"input_types":["browser viewport"],"output_types":["PNG/JPEG image","DOM snapshot JSON"],"categories":["productivity","debugging"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_1","uri":"capability://debugging.console.log.capture","name":"console-log-capture","description":"Automatically captures all browser console output (errors, warnings, logs) at the time of bug report, including stack traces and error messages. Preserves the complete error context without manual copying.","intents":["I want to include error messages without manually copying from the console","I need the full stack trace to understand where the bug originated","I want to avoid losing error context when the page refreshes"],"best_for":["developers","QA engineers","technical support teams"],"limitations":["Only captures logs visible in browser DevTools","Cannot capture logs from closed tabs or previous sessions","Sensitive data in logs may need redaction"],"requires":["Chrome or Safari browser","Jam extension","Developer console access"],"input_types":["browser console output"],"output_types":["structured log data","text"],"categories":["debugging","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_10","uri":"capability://security.sensitive.data.redaction","name":"sensitive-data-redaction","description":"Automatically detects and masks sensitive information (passwords, API keys, PII) in captured screenshots, logs, and network requests before sharing. Allows manual redaction of additional sensitive content.","intents":["I want to share bug reports without exposing passwords or API keys","I need to protect user privacy when sharing screenshots","I want to comply with data protection regulations"],"best_for":["security-conscious teams","companies handling PII","regulated industries"],"limitations":["Automatic detection may miss some sensitive data","Manual redaction required for context-specific data","May affect debugging if over-redacted"],"requires":["Jam account","Redaction configuration"],"input_types":["screenshots","logs","network data"],"output_types":["redacted screenshots","redacted logs"],"categories":["security","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_11","uri":"capability://productivity.bug.report.search.and.deduplication","name":"bug-report-search-and-deduplication","description":"Searches existing bug reports for similar issues and suggests potential duplicates before submission. Helps prevent duplicate bug reports and consolidates related issues.","intents":["I want to avoid reporting the same bug twice","I need to find related bug reports quickly","I want to consolidate similar issues into one ticket"],"best_for":["QA teams","large teams with high bug volume","product teams"],"limitations":["Accuracy depends on report similarity","May require manual verification","Freemium tier may limit search features"],"requires":["Jam account","Existing bug report history"],"input_types":["bug report data"],"output_types":["list of similar reports","deduplication suggestions"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_12","uri":"capability://productivity.team.collaboration.and.commenting","name":"team-collaboration-and-commenting","description":"Enables team members to comment on bug reports, assign ownership, and track resolution status. Centralizes bug discussion without switching between tools.","intents":["I want my team to discuss bugs in one place","I need to assign bugs to specific developers","I want to track who's working on which bugs"],"best_for":["development teams","QA departments","engineering managers"],"limitations":["Freemium tier restricts collaboration features","May require paid plan for team access","Limited to Jam platform"],"requires":["Jam account","Team members with Jam access","Paid plan for full features"],"input_types":["comments","assignments"],"output_types":["collaborative bug report"],"categories":["productivity","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_13","uri":"capability://debugging.browser.compatibility.testing.context","name":"browser-compatibility-testing-context","description":"Captures browser version, OS, and device information automatically with each bug report. Helps developers understand if bugs are browser or OS-specific.","intents":["I want to know what browser and OS the user was on","I need to understand if a bug is browser-specific","I want to avoid asking users for system information"],"best_for":["frontend developers","QA teams","cross-browser testers"],"limitations":["Only captures browser environment","Cannot capture hardware-specific issues","Limited to browser-based applications"],"requires":["Jam extension","Browser environment"],"input_types":["browser metadata"],"output_types":["system information","browser details"],"categories":["debugging","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_2","uri":"capability://debugging.network.request.capture","name":"network-request-capture","description":"Records all HTTP/HTTPS network requests and responses made during the user session, including headers, payloads, and response codes. Helps identify API failures and backend issues without manual inspection.","intents":["I want to see what API calls failed without asking the user to inspect Network tab","I need to understand if the bug is frontend or backend related","I want to capture the exact request/response that caused the issue"],"best_for":["backend developers","full-stack engineers","API testers"],"limitations":["Cannot capture requests from native apps or desktop software","May not capture requests blocked by CORS or security policies","Sensitive credentials in requests may need filtering"],"requires":["Chrome or Safari browser","Jam extension","Network activity during bug occurrence"],"input_types":["HTTP network traffic"],"output_types":["HAR format","structured request/response data"],"categories":["debugging","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_3","uri":"capability://debugging.session.replay.recording","name":"session-replay-recording","description":"Records user interactions and page state changes leading up to the bug, creating a playable session replay. Allows developers to see exactly what the user did before encountering the issue.","intents":["I want to see the exact steps the user took to reproduce the bug","I need to understand the sequence of interactions that led to the problem","I want to avoid asking users to describe their actions in detail"],"best_for":["QA teams","product managers","frontend developers"],"limitations":["Only records browser interactions","Cannot replay interactions on native apps","May have privacy implications for sensitive user data"],"requires":["Chrome or Safari extension","User session during bug occurrence","Sufficient storage for replay data"],"input_types":["user interactions","DOM changes"],"output_types":["video-like replay","interaction log"],"categories":["debugging","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_4","uri":"capability://productivity.one.click.bug.report.generation","name":"one-click-bug-report-generation","description":"Compiles all captured data (screenshots, logs, network requests, session info) into a structured bug report with a single click. Eliminates manual documentation and formatting.","intents":["I want to create a complete bug report without manually gathering information","I need to standardize bug report format across my team","I want to reduce the time from bug discovery to report submission"],"best_for":["QA teams","bug reporters","anyone reporting bugs"],"limitations":["Quality depends on what data was captured","May require manual editing for context or reproduction steps"],"requires":["Jam extension","Captured session data"],"input_types":["captured screenshots, logs, network data, session info"],"output_types":["structured bug report","formatted text"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_5","uri":"capability://productivity.jira.integration.sync","name":"jira-integration-sync","description":"Automatically creates or updates Jira issues with captured bug data, including attachments and custom fields. Maintains bidirectional sync between Jam reports and Jira tickets.","intents":["I want to send bug reports directly to Jira without copy-pasting","I need bug reports to appear in our existing Jira workflow","I want to avoid duplicate bug entries across tools"],"best_for":["Jira users","development teams","engineering managers"],"limitations":["Requires Jira account and API access","Custom field mapping may need configuration","Freemium tier may limit integration features"],"requires":["Jira workspace","Jam account","API credentials"],"input_types":["bug report data"],"output_types":["Jira issue"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_6","uri":"capability://productivity.linear.integration.sync","name":"linear-integration-sync","description":"Pushes captured bug reports directly to Linear as issues, with automatic field mapping and attachment inclusion. Streamlines bug triage in Linear workflows.","intents":["I want to create Linear issues from bug reports automatically","I need bug data to flow into our Linear project management","I want to eliminate manual issue creation in Linear"],"best_for":["Linear users","modern development teams","startups"],"limitations":["Requires Linear workspace access","Field mapping configuration needed","Freemium restrictions may apply"],"requires":["Linear account","Jam account","API integration setup"],"input_types":["bug report data"],"output_types":["Linear issue"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_7","uri":"capability://productivity.github.issues.integration.sync","name":"github-issues-integration-sync","description":"Creates GitHub Issues from bug reports with full context (screenshots, logs, links). Integrates with GitHub's native issue tracking and PR workflows.","intents":["I want to create GitHub issues from bug reports automatically","I need bug reports in the same place as my code repository","I want to link bugs to commits and pull requests"],"best_for":["GitHub users","open-source projects","developers"],"limitations":["Requires GitHub repository access","May need custom formatting for GitHub markdown","Freemium tier limitations"],"requires":["GitHub account","Jam account","Repository write access"],"input_types":["bug report data"],"output_types":["GitHub issue"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_8","uri":"capability://productivity.slack.notification.dispatch","name":"slack-notification-dispatch","description":"Sends bug report summaries to Slack channels with clickable links to full reports. Enables real-time team notification and discussion of new bugs.","intents":["I want my team to be notified immediately when a bug is reported","I need bug reports visible in our Slack workspace for quick discussion","I want to avoid checking another tool for new bug reports"],"best_for":["Slack users","distributed teams","engineering teams"],"limitations":["Requires Slack workspace admin access","Message formatting limited by Slack","Freemium tier may restrict notifications"],"requires":["Slack workspace","Jam account","Slack app integration"],"input_types":["bug report data"],"output_types":["Slack message"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_jam__cap_9","uri":"capability://productivity.cross.browser.extension.deployment","name":"cross-browser-extension-deployment","description":"Provides native extensions for Chrome and Safari that work seamlessly without VPN or proxy configuration. Handles platform-specific implementation details transparently.","intents":["I want to use Jam on my preferred browser without setup complexity","I need bug reporting to work on both Chrome and Safari","I want to avoid VPN or proxy configuration for the extension"],"best_for":["Chrome users","Safari users","cross-browser teams"],"limitations":["Limited to Chrome and Safari","No Firefox or Edge support","Requires extension installation"],"requires":["Chrome or Safari browser","Extension installation","Browser permissions"],"input_types":["browser environment"],"output_types":["extension functionality"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"high","permissions":["Chrome or Safari browser","Jam browser extension installed","Active browser tab with the bug","Jam extension","Developer console access","Jam account","Redaction configuration","Existing bug report history","Team members with Jam access","Paid plan for full features"],"failure_modes":["Only captures browser-rendered content","Cannot capture native mobile or desktop apps","May not capture dynamically rendered content in some frameworks","Only captures logs visible in browser DevTools","Cannot capture logs from closed tabs or previous sessions","Sensitive data in logs may need redaction","Automatic detection may miss some sensitive data","Manual redaction required for context-specific data","May affect debugging if over-redacted","Accuracy depends on report similarity","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.45,"quality":0.88,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.445Z","last_scraped_at":"2026-04-05T13:23:42.534Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=jam","compare_url":"https://unfragile.ai/compare?artifact=jam"}},"signature":"IPYOZy6YXdlY3BNfZG0cTq1Xu0ht41Tziu1ZtkuA6BnQ4vC80wA1P0nDocAbPaLgov9a771C2KzQUTzyMietDQ==","signedAt":"2026-06-20T00:10:48.318Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/jam","artifact":"https://unfragile.ai/jam","verify":"https://unfragile.ai/api/v1/verify?slug=jam","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}