{"adoption": {"forks": 139, "observed_at": "2026-08-28T04:07:04.296128+00:00", "stars": 2610}, "canonical_url": "https://ross.abutalabs.com/products/imtip", "card": {"archived": false, "artifact_type": "application", "description": "IᵐTⁱᵖ  桌面助手：超级热键 · AI 集成 · 输入跟踪，仅 906 KB", "domain": ["developer-tools", "windows", "large-language-models"], "enriched": true, "function": ["llm-inference", "chatbot", "developer-tools", "gui", "nlp"], "health_score": 76, "homepage": "https://imtip.aardio.com", "language": null, "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["aardio/ImTip"], "name": "aardio/ImTip", "platform": ["windows"], "pushed_at": "2026-07-22T14:59:49+00:00", "repo": "aardio/ImTip", "stars": 2610, "tags": ["input-method", "ime", "hotkeys", "translation", "desktop-assistant", "aardio", "input-tracking", "lightweight", "localization", "desktop"], "topics": ["aardio", "ime", "input-method", "input-method-editor", "win32", "windows", "windows10", "imtip"], "urls": [], "use_cases": ["show current input method state near the cursor", "avoid typing in the wrong language or full/half-width mode", "set up global hotkeys for translation and dictionary lookup", "turn an LLM API into a desktop AI assistant", "quickly convert numbers to financial uppercase Chinese characters", "hide the input method status bar for a cleaner screen"], "what_it_is": "ImTip is a lightweight (under 1 MB) Windows desktop assistant that shows real-time input method and keyboard state indicators at the text cursor, plus a programmable 'super hotkey' system. It also integrates LLM APIs into a customizable desktop AI assistant for translation, dictionary lookups, and other tasks.", "when_to_avoid": ["you're on macOS or Linux - it is Windows-only (XP through Win11)", "you need a full-featured AI chat client rather than a lightweight assistant", "you don't use input methods or want hotkey/AI features at all"], "when_to_choose": ["you're on Windows and constantly mistype due to IME state confusion", "you want a tiny, dependency-free utility with very low CPU usage", "you want hotkey-triggered AI translation or dictionary on any application", "you use multiple input methods or keyboard layouts and need visual feedback"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/imtip", "repo": "aardio/ImTip", "role": "main", "score": 74}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:04.296128+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:20:52.512234+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "43bcdf709edebcf06f0c4b7aa79ba090afec86082b9798c47cd24668543e09cd", "fetched_at": "2026-08-28T04:07:04.296128+00:00", "kind": "readme", "missing": false, "url": "https://github.com/aardio/ImTip"}, {"content_hash": "fc170117a27a4d46fa0ca91b403964cfb92406961f6adee310a7ce881f7986c8", "fetched_at": "2026-08-29T10:03:59.319480+00:00", "kind": "homepage", "missing": false, "url": "https://imtip.aardio.com"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 100, "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": 1567, "days_push": 42, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 74, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}