{"adoption": {"forks": 120, "observed_at": "2026-08-28T04:04:10.483016+00:00", "stars": 1263}, "canonical_url": "https://ross.abutalabs.com/products/sniffly", "card": {"archived": false, "artifact_type": "application", "description": "Claude Code dashboard with usage stats, error analysis, and sharable feature", "domain": ["developer-tools", "analytics"], "enriched": true, "function": ["analytics", "developer-tools", "cli", "data-visualization", "logging"], "health_score": 41, "homepage": "https://sniffly.dev", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["chiphuyen/sniffly"], "name": "chiphuyen/sniffly", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2025-08-08T18:38:03+00:00", "repo": "chiphuyen/sniffly", "stars": 1263, "tags": ["claude-code", "ai-coding-assistant", "usage-stats", "dashboard", "log-analysis", "sharable-reports", "ai-agents", "command-line", "web-server"], "topics": ["agent", "ai", "analytics", "coding"], "urls": [], "use_cases": ["analyze my Claude Code usage patterns", "see where Claude Code makes mistakes", "visualize token and tool usage stats from Claude Code logs", "share my Claude Code session stats with coworkers", "walk through my Claude Code prompt history", "dashboard for AI coding assistant logs"], "what_it_is": "Sniffly is a Python-based analytics dashboard for Claude Code that parses local Claude Code logs to surface usage statistics, error breakdowns, and message history. It runs a local web server with a browser dashboard and supports generating shareable links to stats and instructions.", "when_to_avoid": ["you don't use Claude Code or another tool whose logs it can parse", "you need team-wide aggregated analytics across many users", "you want real-time monitoring or alerting rather than retrospective analysis"], "when_to_choose": ["you use Claude Code and want insight into your usage and its errors", "you want a self-hosted, local dashboard over your own logs", "you need shareable reports of your AI coding sessions"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/sniffly", "repo": "chiphuyen/sniffly", "role": "main", "score": 34}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:10.483016+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T05:04:07.500510+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6d0c1b08c8d3ce8fc938f09bf2b91ada8e9cebc424a9166812c15ca03abea076", "fetched_at": "2026-08-28T04:04:10.483016+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chiphuyen/sniffly"}, {"content_hash": "22eee4d4e68c361337a79f890a9f4d801d89c8d60e513edceb8c6144ab0db564", "fetched_at": "2026-08-29T12:16:28.976047+00:00", "kind": "homepage", "missing": false, "url": "https://sniffly.dev"}, {"content_hash": "861ed6e03ff040658044bf00bc9ac0eb8d0c2ddddb80b08a0f50bf5724c43b50", "fetched_at": "2026-08-29T12:16:28.985687+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/sniffly/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 35, "longevity": 29, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 414, "days_push": 390, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 34, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}