{"adoption": {"forks": 245, "observed_at": "2026-08-28T04:06:33.234731+00:00", "stars": 2272}, "canonical_url": "https://ross.abutalabs.com/products/perkfly-ex-skill", "card": {"archived": false, "artifact_type": "plugin", "description": "前任 skill", "domain": ["artificial-intelligence", "chatbots", "developer-tools"], "enriched": true, "function": ["agent-framework", "prompt-engineering", "chatbot", "nlp", "data-generation"], "health_score": 65, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["perkfly/ex-skill"], "name": "perkfly/ex-skill", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-04-02T08:36:53+00:00", "repo": "perkfly/ex-skill", "stars": 2272, "tags": ["claude-code-skill", "persona-simulation", "chat-log-analysis", "agentskills", "roleplay", "digital-memory", "relationship-persona", "ai-agents", "natural-language-processing"], "topics": [], "urls": [], "use_cases": ["create an AI persona from chat history exports", "simulate how a specific person would reply to messages", "turn WeChat or iMessage logs into a Claude Code skill", "build a memory-based chatbot persona from photos and social media data", "manage multiple persona skills with versioning and rollback"], "what_it_is": "A Claude Code / OpenClaw skill generator that distills chat logs, photos, and social media exports into a persona 'Skill' that mimics a specific person's texting style and emotional patterns. It produces structured persona and memory files invocable as slash commands in AI coding agents.", "when_to_avoid": ["you need a standalone chatbot app rather than an agent skill", "you are uncomfortable processing intimate personal chat data with LLM tooling"], "when_to_choose": ["you use Claude Code or OpenClaw and want a personalized persona skill from real chat data", "you want structured persona generation with memory, personality tags, and incremental updates"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/perkfly-ex-skill", "repo": "perkfly/ex-skill", "role": "main", "score": 48}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:33.234731+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:41:43.136654+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "874e60f5c87e3505ffa5df078bb57d0d6279f54c260d5ec4f2cad06938b783b5", "fetched_at": "2026-08-28T04:06:33.234731+00:00", "kind": "readme", "missing": false, "url": "https://github.com/perkfly/ex-skill"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 75, "longevity": 11, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 155, "days_push": 153, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 48, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}