{"id":"7a05e9d4-e48e-41b6-9334-f94cae77d11d","entityType":"agent","slug":"clawhub-globalcaos-fork-and-skill-scanner-ultimate","name":"TinkerClaw Fork and Skill Scanner","canonicalUrl":"https://www.xpersona.co/agent/clawhub-globalcaos-fork-and-skill-scanner-ultimate","canonicalPath":"/agent/clawhub-globalcaos-fork-and-skill-scanner-ultimate","generatedAt":"2026-10-11T01:46:36.203Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":null},"description":"Reference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.","descriptionLabel":"Source description","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1.2K downloads reported by the source. Last updated 10/10/2026.","installCommand":"clawhub skill install s17324vfeqe0ptzp84z2z9vttx883zdg:fork-and-skill-scanner-ultimate","sourceUrl":"https://clawhub.ai/globalcaos/fork-and-skill-scanner-ultimate","homepage":"https://clawhub.ai/globalcaos/skills/fork-and-skill-scanner-ultimate","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/globalcaos/fork-and-skill-scanner-ultimate","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/globalcaos/skills/fork-and-skill-scanner-ultimate","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":62,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"TinkerClaw Fork and Skill Scanner technical dossier on Xpersona with agent coverage, OPENCLEW support, and live trust metadata."},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":null},"stars":null,"forks":null,"downloads":1237,"packageName":null,"latestVersion":"1.1.3","tractionLabel":"1.2K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T22:50:46.658Z","emptyReason":null},"lastUpdatedAt":"2026-10-10T22:50:46.988Z","lastCrawledAt":"2026-10-10T22:50:46.658Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-11T22:50:46.658Z","lastVerifiedAt":null,"highlights":[{"version":"1.1.3","createdAt":"2026-09-09T08:56:43.249Z","changelog":"Clarify reference-only: no self-modification, no scripts, no entry point.","fileCount":4,"zipByteSize":5358},{"version":"1.1.2","createdAt":"2026-06-06T16:51:00.987Z","changelog":"TinkerClaw rebrand + funnel to github.com/globalcaos/tinkerclaw","fileCount":3,"zipByteSize":2353},{"version":"1.1.1","createdAt":"2026-02-21T07:33:40.707Z","changelog":"Added notes.security transparency block","fileCount":3,"zipByteSize":2326},{"version":"1.1.0","createdAt":"2026-02-21T07:07:03.895Z","changelog":"Marketia copy (Hook/Sell/Convert), 3-stage funnel showcase, metadata.openclaw block, humor grade 6/10","fileCount":3,"zipByteSize":2165},{"version":"1.0.0","createdAt":"2026-02-20T23:13:02.226Z","changelog":"Initial publish. Scans GitHub forks and ClawHub for valuable changes and innovations.","fileCount":3,"zipByteSize":1869},{"version":"1.0.1","createdAt":"2026-02-20T17:16:34.988Z","changelog":"Renamed to 'Fork and Skill Scanner Ultimate'.","fileCount":3,"zipByteSize":1869}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17324vfeqe0ptzp84z2z9vttx883zdg:fork-and-skill-scanner-ultimate","setupComplexity":"low","setupSteps":["Install using `clawhub skill install s17324vfeqe0ptzp84z2z9vttx883zdg:fork-and-skill-scanner-ultimate` in an isolated environment before connecting it to live workloads.","No published capability contract is available yet, so validate auth and request/response behavior manually.","Review the upstream CLAWHUB listing at https://clawhub.ai/globalcaos/fork-and-skill-scanner-ultimate before using production credentials."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T01:46:36.203Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-globalcaos-fork-and-skill-scanner-ultimate/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":null},"readme":"Skill: TinkerClaw Fork and Skill Scanner\n\nOwner: globalcaos\n\nSummary: Reference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.\n\nTags: latest:1.1.3\n\nVersion history:\n\nv1.1.3 | 2026-09-09T08:56:43.249Z | user\n\nClarify reference-only: no self-modification, no scripts, no entry point.\n\nv1.1.2 | 2026-06-06T16:51:00.987Z | user\n\nTinkerClaw rebrand + funnel to github.com/globalcaos/tinkerclaw\n\nv1.1.1 | 2026-02-21T07:33:40.707Z | user\n\nAdded notes.security transparency block\n\nv1.1.0 | 2026-02-21T07:07:03.895Z | user\n\nMarketia copy (Hook/Sell/Convert), 3-stage funnel showcase, metadata.openclaw block, humor grade 6/10\n\nv1.0.0 | 2026-02-20T23:13:02.226Z | user\n\nInitial publish. Scans GitHub forks and ClawHub for valuable changes and innovations.\n\nv1.0.1 | 2026-02-20T17:16:34.988Z | user\n\nRenamed to 'Fork and Skill Scanner Ultimate'.\n\nArchive index:\n\nArchive v1.1.3: 4 files, 5358 bytes\n\nFiles: README.md (3427b), skill-card.md (2113b), SKILL.md (4263b), _meta.json (150b)\n\nFile v1.1.3:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.1.3\ndescription: \"Reference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.\"\n---\n\n# Fork and Skill Scanner (Ultimate)\n\n## What this is\n\nThis directory is documentation, not an executable skill. It contains a single\nREADME describing a two-part workflow the operator sketched out — scanning the\nforks of a GitHub repository for interesting changes, and scanning ClawHub for\nnotable skills — plus an empty `data/` directory held open by a `.gitkeep`.\n\nThere is no code here. Earlier revisions of the README described a `scripts/`\ndirectory, a `Cron_Tasks/` output directory and a \"META\" file \"in the skill\npackage\"; none of those ever existed — `README.md` and `data/.gitkeep` are the\nonly two files ever committed under this path — and as of 1.1.3 the README says\nso rather than implying otherwise.\n\nThe workflow the README outlines, in its own terms:\n\n- **Fork scanner** — pre-filter a large fork list in bash to drop inactive\n  forks, fan the surviving candidates out to sub-agents for parallel analysis,\n  reassemble a report in the main agent, run on a Monday/Thursday schedule.\n- **Skill scanner** — score a batch of ten ClawHub skills on functionality,\n  relevance and maintenance, then look at the other skills by the top author,\n  then write up the findings.\n\nThose are the described intentions. This directory does not implement or\nperform any of them, and nothing here has been verified to work.\n\n## When to use / when not to\n\n**Use it** when you want the shape of that scanning workflow — the phase\nbreakdown, the pre-filter-then-fan-out structure, the scoring dimensions — as\na starting point for writing your own implementation.\n\n**Do not use it** when you need to actually scan anything. There is no command\nto run. An agent that loads this skill expecting a scanner will find prose and\nan empty directory.\n\nFor working code, look at the sibling `skills/fork-scanner/` directory in this\nrepository instead. It contains a Python implementation under `scripts/`\n(including `fork_scanner.py`, `tier1_metadata.py`, `tier2_commits.py`,\n`tier3_diff.py`, `watchlist.py`, `reporter.py`, `database.py` and\n`rate_limiter.py`), a `schema.sql`, a `requirements.txt`, a `setup_cron.sh`, an\n`example_usage.sh`, and its own architecture and quickstart documents. This\nSKILL.md makes no claim about whether that sibling code currently runs — it is\nsimply where the executable material is, and it should be read before being\nrelied on.\n\n## Entry points\n\nNone. The complete file list is:\n\n- `README.md` — the workflow description summarised above.\n- `data/.gitkeep` — a placeholder keeping an otherwise empty `data/` directory\n  in version control. Its one line of content says the directory is meant to\n  hold scanning output; nothing in this directory writes any.\n- `SKILL.md` — this file.\n\n## Permissions & Data Flow\n\nBecause this directory contains no executable code, loading it does nothing:\n\n- **Reads:** nothing. No file, environment variable or configuration is read.\n- **Writes:** nothing. The `data/` directory is empty and no code here writes\n  to it.\n- **Network calls:** none. The described workflow would require GitHub and\n  ClawHub access, but that access is not implemented here.\n- **Credentials:** none touched. No token, key or authenticated session is\n  read, stored or transmitted by anything in this directory.\n- **Self-modification:** none, and none described. The README's talk of keeping\n  \"interests\" current means the list of repos and topics *you* want scanned, held\n  in a file you own. Nothing here rewrites this skill's own files, installs an\n  update, or edits your agent's configuration — there is no code here that could.\n\nIf you build the described workflow yourself, note that the fork-scanning half\nimplies authenticated GitHub API access and therefore a token with its own\nhandling requirements. That is a property of the implementation you would\nwrite, not of this directory.\n\nFile v1.1.3:README.md\n\n# Fork & Skill Scanner — TinkerClaw\n\n> One of dozens of skills and plugins in **[TinkerClaw](https://github.com/globalcaos/tinkerclaw)** — a self-improving OpenClaw fork that's been running 24/7 for months.\n\nA thousand forks of the same repo. Which one quietly fixed the bug you've been chasing?\n\nReading them by hand is a weekend you'll never get back — and the good change is buried on page forty.\n\nThere's a faster way to find the one fork, and the one skill, that actually matter.\n\nThis is your scout. Every run it triages a thousand GitHub forks, throws out the dead and the duplicate ones, and hands the survivors to a fan of sub-agents that read them in parallel — so you get back the handful with real changes instead of a wall of noise. Twice a week, on a Monday and Thursday cron, it also scores the top skills on ClawHub, so you see what's trending before everyone else does. You wake up to a short report of what's worth your attention, not a tab graveyard.\n\n**Part of [TinkerClaw](https://github.com/globalcaos/tinkerclaw)** — real-time token tracking, self-improving crons, persistent cognitive memory. This is one piece of that stack; the repo has dozens more.\n\n👉 **https://github.com/globalcaos/tinkerclaw**\n\n_Clone it. Fork it. Break it. Make it yours._\n\n## Setup\n\nThis is a written workflow, not a program. To use it, implement the phases below\nin your own agent: scan the forks of a repository you care about, and review the\ntop skills on a registry. Automate the runs with cron once you have something that\nworks.\n\n## What's in this package\n\nTwo documents and an empty directory. There is no code here:\n\n- `README.md` — this file: the workflow, and what it does and does not do.\n- `SKILL.md` — the same workflow stated for an agent, including the plain warning\n  that there is nothing here to execute.\n- `data/` — an empty directory held open by a `.gitkeep`, a place for *you* to put\n  scan output. Nothing in this package writes to it, or to anywhere else.\n\n## Key Phases\n\n### Fork Scanner\n\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author's other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Keeping your interests current\n\nThe \"interests\" this workflow tracks are **your** list of what to watch — the repos,\nauthors and topics you care about — kept in a file you own and edit. Refining that\nlist between runs is the point of running it repeatedly.\n\nStating it plainly, because \"continuous improvement\" inside an agent skill reads the\nwrong way otherwise: **this skill does not modify itself.** It has no code, no\ninstaller, no update step, and no write path to its own files or to your agent's\nconfiguration. The only thing that changes between runs is the note *you* keep about\nwhat you want scanned next.\n\n## What it touches\n\nRead-only, and only once you implement it: public GitHub repository data and public\nregistry listings. No credentials are requested or stored. Nothing is written outside\nthe output directory you choose. There is no write access to GitHub, to any registry,\nor to any skill — including this one.\n\nFile v1.1.3:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.1.3\",\n  \"publishedAt\": 1788944203249\n}\n\nFile v1.1.3:skill-card.md\n\n## Description:\n\nReference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[globalcaos](https://clawhub.ai/user/globalcaos)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and agents use this as reference material for designing a fork-and-skill scanning workflow. It outlines pre-filtering, sub-agent fan-out, scoring, and report assembly, but it does not run scans itself.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Users may mistake the package for a working scanner.\n\nMitigation: Confirm there is no entry point before use; treat the artifact as workflow reference material only.\n\nRisk: A separate implementation of the described workflow may introduce token handling, network access, scheduled jobs, and output path risks.\n\nMitigation: Review that separate implementation for credential handling, network behavior, cron configuration, and output locations before running it.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/globalcaos/skills/fork-and-skill-scanner-ultimate)\n- [TinkerClaw repository referenced by artifact](https://github.com/globalcaos/tinkerclaw)\n\n## Skill Output:\n\n**Output Type(s):** [Markdown, Guidance]\n\n**Output Format:** [Markdown reference material]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Documentation-only package; it produces no files, shell commands, API calls, or automated scanner output.]\n\n## Skill Version(s):\n\n1.1.3 (source: frontmatter and server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.1.2: 3 files, 2353 bytes\n\nFiles: _meta.json (150b), README.md (1200b), SKILL.md (2116b)\n\nFile v1.1.2:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.1.1\ndescription: \"Scan 1,000 GitHub forks per run. Surface the gold, skip the clones — fully automated. Built for the TinkerClaw fork — github.com/globalcaos/tinkerclaw.\"\nmetadata:\n  openclaw:\n    owner: kn7623hrcwt6rg73a67xw3wyx580asdw\n    category: developer-tools\n    tags:\n      - github\n      - forks\n      - skill-discovery\n      - automation\n      - community-insights\n    license: MIT\n    notes:\n      security: \"Uses GitHub's public API (read-only) to list and compare forks. No write access, no authentication required for public repos. Sub-agents are spawned locally via OpenClaw's sessions_spawn. Reports delivered through existing configured channels (WhatsApp, etc). No credentials stored or requested.\"\n---\n\n# Ultimate Fork and Skill Scanner\n\n**1,000 forks. 3 filters. Only gold reaches your inbox.**\n\nMost forks are exact clones gathering dust. Somewhere in the pile, someone rewrote your auth layer, tripled throughput, or added a feature you hadn't thought of. This skill finds those needles — automatically.\n\n## How It Works\n\nA three-stage funnel keeps costs low and signal high:\n\n1. **Bash Pre-Filter** — Discards inactive and identical forks in seconds. No tokens wasted on dead copies.\n2. **Sub-Agent Deep Analysis** — Surviving forks get inspected by parallel agents: diff quality, new patterns, performance changes.\n3. **Actionable Report** — Only forks worth your attention make the cut. Delivered to WhatsApp. No noise, no empty summaries.\n\n## Skill Scanner\n\nReviews 10 ClawHub skills daily. Surfaces top picks, tracks emerging trends, and follows skilled authors to find more of their work.\n\n## What You Get\n\n- Up to 1,000 forks analyzed per run\n- Daily skill reviews with trend detection\n- Reports only when there's something worth reporting\n- Token-efficient by design — bash does the heavy lifting before agents spend a single token\n\n*Clone it. Fork it. Break it. Make it yours.*\n\n👉 Explore the full project: [github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)\n\nFile v1.1.2:README.md\n\n# Ultimate Fork and Skill Scanner\n\nScan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.\n\n## Setup\n- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.\n- **Skills:** Identify and explore top ClawHub skills.\n\n## Code Layout\n- **Skill Code:** Located in `scripts/`\n- **Data & Logs:** Track analysis in `data/`\n- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.\n\n## Key Phases\n\n### Fork Scanner\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author’s other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Continuous Improvement\n- Integrate learnings into day-to-day operations.\n- Continually update skill interests, reflecting evolving needs.\n\nFor more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.\n\nFile v1.1.2:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.1.2\",\n  \"publishedAt\": 1780764660987\n}\n\nArchive v1.1.1: 3 files, 2326 bytes\n\nFiles: README.md (1200b), SKILL.md (2048b), _meta.json (150b)\n\nFile v1.1.1:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.1.1\ndescription: \"Scan 1,000 GitHub forks per run. Surface the gold, skip the clones — fully automated.\"\nmetadata:\n  openclaw:\n    owner: kn7623hrcwt6rg73a67xw3wyx580asdw\n    category: developer-tools\n    tags:\n      - github\n      - forks\n      - skill-discovery\n      - automation\n      - community-insights\n    license: MIT\n    notes:\n      security: \"Uses GitHub's public API (read-only) to list and compare forks. No write access, no authentication required for public repos. Sub-agents are spawned locally via OpenClaw's sessions_spawn. Reports delivered through existing configured channels (WhatsApp, etc). No credentials stored or requested.\"\n---\n\n# Ultimate Fork and Skill Scanner\n\n**1,000 forks. 3 filters. Only gold reaches your inbox.**\n\nMost forks are exact clones gathering dust. Somewhere in the pile, someone rewrote your auth layer, tripled throughput, or added a feature you hadn't thought of. This skill finds those needles — automatically.\n\n## How It Works\n\nA three-stage funnel keeps costs low and signal high:\n\n1. **Bash Pre-Filter** — Discards inactive and identical forks in seconds. No tokens wasted on dead copies.\n2. **Sub-Agent Deep Analysis** — Surviving forks get inspected by parallel agents: diff quality, new patterns, performance changes.\n3. **Actionable Report** — Only forks worth your attention make the cut. Delivered to WhatsApp. No noise, no empty summaries.\n\n## Skill Scanner\n\nReviews 10 ClawHub skills daily. Surfaces top picks, tracks emerging trends, and follows skilled authors to find more of their work.\n\n## What You Get\n\n- Up to 1,000 forks analyzed per run\n- Daily skill reviews with trend detection\n- Reports only when there's something worth reporting\n- Token-efficient by design — bash does the heavy lifting before agents spend a single token\n\n*Clone it. Fork it. Break it. Make it yours.*\n\n👉 Explore the full project: [github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)\n\nFile v1.1.1:README.md\n\n# Ultimate Fork and Skill Scanner\n\nScan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.\n\n## Setup\n- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.\n- **Skills:** Identify and explore top ClawHub skills.\n\n## Code Layout\n- **Skill Code:** Located in `scripts/`\n- **Data & Logs:** Track analysis in `data/`\n- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.\n\n## Key Phases\n\n### Fork Scanner\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author’s other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Continuous Improvement\n- Integrate learnings into day-to-day operations.\n- Continually update skill interests, reflecting evolving needs.\n\nFor more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.\n\nFile v1.1.1:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.1.1\",\n  \"publishedAt\": 1771659220707\n}\n\nArchive v1.1.0: 3 files, 2165 bytes\n\nFiles: README.md (1200b), SKILL.md (1723b), _meta.json (150b)\n\nFile v1.1.0:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.1.0\ndescription: \"Scan 1,000 GitHub forks per run. Surface the gold, skip the clones — fully automated.\"\nmetadata:\n  openclaw:\n    owner: kn7623hrcwt6rg73a67xw3wyx580asdw\n    category: developer-tools\n    tags:\n      - github\n      - forks\n      - skill-discovery\n      - automation\n      - community-insights\n    license: MIT\n---\n\n# Ultimate Fork and Skill Scanner\n\n**1,000 forks. 3 filters. Only gold reaches your inbox.**\n\nMost forks are exact clones gathering dust. Somewhere in the pile, someone rewrote your auth layer, tripled throughput, or added a feature you hadn't thought of. This skill finds those needles — automatically.\n\n## How It Works\n\nA three-stage funnel keeps costs low and signal high:\n\n1. **Bash Pre-Filter** — Discards inactive and identical forks in seconds. No tokens wasted on dead copies.\n2. **Sub-Agent Deep Analysis** — Surviving forks get inspected by parallel agents: diff quality, new patterns, performance changes.\n3. **Actionable Report** — Only forks worth your attention make the cut. Delivered to WhatsApp. No noise, no empty summaries.\n\n## Skill Scanner\n\nReviews 10 ClawHub skills daily. Surfaces top picks, tracks emerging trends, and follows skilled authors to find more of their work.\n\n## What You Get\n\n- Up to 1,000 forks analyzed per run\n- Daily skill reviews with trend detection\n- Reports only when there's something worth reporting\n- Token-efficient by design — bash does the heavy lifting before agents spend a single token\n\n*Clone it. Fork it. Break it. Make it yours.*\n\n👉 Explore the full project: [github.com/globalcaos/clawdbot-moltbot-openclaw](https://github.com/globalcaos/clawdbot-moltbot-openclaw)\n\nFile v1.1.0:README.md\n\n# Ultimate Fork and Skill Scanner\n\nScan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.\n\n## Setup\n- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.\n- **Skills:** Identify and explore top ClawHub skills.\n\n## Code Layout\n- **Skill Code:** Located in `scripts/`\n- **Data & Logs:** Track analysis in `data/`\n- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.\n\n## Key Phases\n\n### Fork Scanner\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author’s other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Continuous Improvement\n- Integrate learnings into day-to-day operations.\n- Continually update skill interests, reflecting evolving needs.\n\nFor more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.\n\nFile v1.1.0:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.1.0\",\n  \"publishedAt\": 1771657623895\n}\n\nArchive v1.0.0: 3 files, 1869 bytes\n\nFiles: README.md (1200b), SKILL.md (1281b), _meta.json (150b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.0.0\ndescription: \"Scan GitHub forks and ClawHub skills for valuable changes, innovations, and enhancements. Includes insights on emerging trends and actionable improvements — all automated.\"\n---\n\n# Ultimate Fork and Skill Scanner\n\n## Overview\n\nAutomate the discovery and analysis of community innovations:\n- **Fork Scanner:** Analyze up to 1,000 GitHub forks per run with efficient pre-filter and sub-agent fan-out strategy.\n- **Skill Scanner:** Review 10 skills daily, integrate top picks, and explore other works by skilled authors.\n\n## Features\n\n- **Bash Pre-Filter:** Automatically discard inactive forks, saving tokens for relevant analyses.\n- **Insight Generator:** Capture immediate performance changes, new git/skill trends, and unexpected discoveries.\n- **WhatsApp-Friendly Reports:** Deliver top findings only if actionable items are discovered.\n\n## Usage\n\nAutomate with crons or run ad-hoc, focusing on relevance and value:\n1. Setup your daily cron for continuous scanning.\n2. Configure skill interests to align insights with your needs.\n\n## Documentation\n\nFollow the embedded README within the skill for setup and configuration.\nRefer to Crontasks folder within the skill directory for detailed execution examples.\n\nFile v1.0.0:README.md\n\n# Ultimate Fork and Skill Scanner\n\nScan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.\n\n## Setup\n- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.\n- **Skills:** Identify and explore top ClawHub skills.\n\n## Code Layout\n- **Skill Code:** Located in `scripts/`\n- **Data & Logs:** Track analysis in `data/`\n- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.\n\n## Key Phases\n\n### Fork Scanner\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author’s other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Continuous Improvement\n- Integrate learnings into day-to-day operations.\n- Continually update skill interests, reflecting evolving needs.\n\nFor more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1771629182226\n}\n\nArchive v1.0.1: 3 files, 1869 bytes\n\nFiles: README.md (1200b), SKILL.md (1281b), _meta.json (150b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: fork-and-skill-scanner-ultimate\nversion: 1.0.0\ndescription: \"Scan GitHub forks and ClawHub skills for valuable changes, innovations, and enhancements. Includes insights on emerging trends and actionable improvements — all automated.\"\n---\n\n# Ultimate Fork and Skill Scanner\n\n## Overview\n\nAutomate the discovery and analysis of community innovations:\n- **Fork Scanner:** Analyze up to 1,000 GitHub forks per run with efficient pre-filter and sub-agent fan-out strategy.\n- **Skill Scanner:** Review 10 skills daily, integrate top picks, and explore other works by skilled authors.\n\n## Features\n\n- **Bash Pre-Filter:** Automatically discard inactive forks, saving tokens for relevant analyses.\n- **Insight Generator:** Capture immediate performance changes, new git/skill trends, and unexpected discoveries.\n- **WhatsApp-Friendly Reports:** Deliver top findings only if actionable items are discovered.\n\n## Usage\n\nAutomate with crons or run ad-hoc, focusing on relevance and value:\n1. Setup your daily cron for continuous scanning.\n2. Configure skill interests to align insights with your needs.\n\n## Documentation\n\nFollow the embedded README within the skill for setup and configuration.\nRefer to Crontasks folder within the skill directory for detailed execution examples.\n\nFile v1.0.1:README.md\n\n# Ultimate Fork and Skill Scanner\n\nScan GitHub forks and ClawHub skills to discover valuable changes and emerging trends.\n\n## Setup\n- **Forks:** Execute as part of your GitHub intelligence module; automate via cron.\n- **Skills:** Identify and explore top ClawHub skills.\n\n## Code Layout\n- **Skill Code:** Located in `scripts/`\n- **Data & Logs:** Track analysis in `data/`\n- **Reports:** Auto-generates in `Cron_Tasks/` with detailed insights.\n\n## Key Phases\n\n### Fork Scanner\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author’s other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Continuous Improvement\n- Integrate learnings into day-to-day operations.\n- Continually update skill interests, reflecting evolving needs.\n\nFor more information and advanced configurations, please refer to the META or detailed execution recipes in the skill package.\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1771607794988\n}","readmeExcerpt":"Skill: TinkerClaw Fork and Skill Scanner Owner: globalcaos Summary: Reference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory. Tags: latest:1.1.3 Ve","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: fork-and-skill-scanner-ultimate\nversion: 1.1.3\ndescription: \"Reference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.\"\n---\n\n# Fork and Skill Scanner (Ultimate)\n\n## What this is\n\nThis directory is documentation, not an executable skill. It contains a single\nREADME describing a two-part workflow the operator sketched out — scanning the\nforks of a GitHub repository for interesting changes, and scanning ClawHub for\nnotable skills — plus an empty `data/` directory held open by a `.gitkeep`.\n\nThere is no code here. Earlier revisions of the README described a `scripts/`\ndirectory, a `Cron_Tasks/` output directory and a \"META\" file \"in the skill\npackage\"; none of those ever existed — `README.md` and `data/.gitkeep` are the\nonly two files ever committed under this path — and as of 1.1.3 the README says\nso rather than implying otherwise.\n\nThe workflow the README outlines, in its own terms:\n\n- **Fork scanner** — pre-filter a large fork list in bash to drop inactive\n  forks, fan the surviving candidates out to sub-agents for parallel analysis,\n  reassemble a report in the main agent, run on a Monday/Thursday schedule.\n- **Skill scanner** — score a batch of ten ClawHub skills on functionality,\n  relevance and maintenance, then look at the other skills by the top author,\n  then write up the findings.\n\nThose are the described intentions. This directory does not implement or\nperform any of them, and nothing here has been verified to work.\n\n## When to use / when not to\n\n**Use it** when you want the shape of that scanning workflow — the phase\nbreakdown, the pre-filter-then-fan-out structure, the scoring dimensions — as\na starting point for writing your own implementation.\n\n**Do not use it** when you need to actually scan anything. There is no command\nto run. An agent that loads this skill expecting a scanner will find prose and\nan empty directory.\n\nFor working code, look at the sibling `skills/fork-scanner/` directory in this\nrepository instead. It contains a Python implementation under `scripts/`\n(including `fork_scanner.py`, `tier1_metadata.py`, `tier2_commits.py`,\n`tier3_diff.py`, `watchlist.py`, `reporter.py`, `database.py` and\n`rate_limiter.py`), a `schema.sql`, a `requirements.txt`, a `setup_cron.sh`, an\n`example_usage.sh`, and its own architecture and quickstart documents. This\nSKILL.md makes no claim about whether that sibling code currently runs — it is\nsimply where the executable material is, and it should be read before being\nrelied on.\n\n## Entry points\n\nNone. The complete file list is:\n\n- `README.md` — the workflow description summarised above.\n- `data/.gitkeep` — a placeholder keeping an otherwise empty `data/` directory\n  in version control. Its one line of content says t"},{"path":"README.md","content":"# Fork & Skill Scanner — TinkerClaw\n\n> One of dozens of skills and plugins in **[TinkerClaw](https://github.com/globalcaos/tinkerclaw)** — a self-improving OpenClaw fork that's been running 24/7 for months.\n\nA thousand forks of the same repo. Which one quietly fixed the bug you've been chasing?\n\nReading them by hand is a weekend you'll never get back — and the good change is buried on page forty.\n\nThere's a faster way to find the one fork, and the one skill, that actually matter.\n\nThis is your scout. Every run it triages a thousand GitHub forks, throws out the dead and the duplicate ones, and hands the survivors to a fan of sub-agents that read them in parallel — so you get back the handful with real changes instead of a wall of noise. Twice a week, on a Monday and Thursday cron, it also scores the top skills on ClawHub, so you see what's trending before everyone else does. You wake up to a short report of what's worth your attention, not a tab graveyard.\n\n**Part of [TinkerClaw](https://github.com/globalcaos/tinkerclaw)** — real-time token tracking, self-improving crons, persistent cognitive memory. This is one piece of that stack; the repo has dozens more.\n\n👉 **https://github.com/globalcaos/tinkerclaw**\n\n_Clone it. Fork it. Break it. Make it yours._\n\n## Setup\n\nThis is a written workflow, not a program. To use it, implement the phases below\nin your own agent: scan the forks of a repository you care about, and review the\ntop skills on a registry. Automate the runs with cron once you have something that\nworks.\n\n## What's in this package\n\nTwo documents and an empty directory. There is no code here:\n\n- `README.md` — this file: the workflow, and what it does and does not do.\n- `SKILL.md` — the same workflow stated for an agent, including the plain warning\n  that there is nothing here to execute.\n- `data/` — an empty directory held open by a `.gitkeep`, a place for *you* to put\n  scan output. Nothing in this package writes to it, or to anywhere else.\n\n## Key Phases\n\n### Fork Scanner\n\n1. **Bash Pre-Filter:** Triage 1,000 forks, discard non-active.\n2. **Sub-Agent Fan-Out:** Distribute candidate analysis for parallel processing.\n3. **Main Agent Assembly:** Finalize report and insights.\n4. **Scheduled Runs:** Mon/Thu.\n\n### Skill Scanner\n\n1. **Evaluate 10 Skills:** Score by functionality, relevance, and maintenance.\n2. **In-Depth Author Scan:** Check top author's other skills.\n3. **Compile Insights:** Lay practical improvement steps.\n\n## Keeping your interests current\n\nThe \"interests\" this workflow tracks are **your** list of what to watch — the repos,\nauthors and topics you care about — kept in a file you own and edit. Refining that\nlist between runs is the point of running it repeatedly.\n\nStating it plainly, because \"continuous improvement\" inside an agent skill reads the\nwrong way otherwise: **this skill does not modify itself.** It has no code, no\ninstaller, no update step, and no write path to its own files or to your agent's\nconfiguration. The only t"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7623hrcwt6rg73a67xw3wyx580asdw\",\n  \"slug\": \"fork-and-skill-scanner-ultimate\",\n  \"version\": \"1.1.3\",\n  \"publishedAt\": 1788944203249\n}"},{"path":"skill-card.md","content":"## Description:\n\nReference material, not a runnable skill: a one-page outline of a workflow for scanning GitHub forks and ClawHub skills (bash pre-filter, sub-agent fan-out, scheduled reports). It ships no scripts and has no entry point. Read it only for the workflow shape; for working scanner code use the sibling skills/fork-scanner/ directory.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[globalcaos](https://clawhub.ai/user/globalcaos)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nDevelopers and agents use this as reference material for designing a fork-and-skill scanning workflow. It outlines pre-filtering, sub-agent fan-out, scoring, and report assembly, but it does not run scans itself.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Users may mistake the package for a working scanner.\n\nMitigation: Confirm there is no entry point before use; treat the artifact as workflow reference material only.\n\nRisk: A separate implementation of the described workflow may introduce token handling, network access, scheduled jobs, and output path risks.\n\nMitigation: Review that separate implementation for credential handling, network behavior, cron configuration, and output locations before running it.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/globalcaos/skills/fork-and-skill-scanner-ultimate)\n- [TinkerClaw repository referenced by artifact](https://github.com/globalcaos/tinkerclaw)\n\n## Skill Output:\n\n**Output Type(s):** [Markdown, Guidance]\n\n**Output Format:** [Markdown reference material]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Documentation-only package; it produces no files, shell commands, API calls, or automated scanner output.]\n\n## Skill Version(s):\n\n1.1.3 (source: frontmatter and server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":null,"editorialQuality":{"score":100,"threshold":65,"status":"thin","wordCount":1717,"uniquenessScore":41,"reasons":["uniqueness-below-45"]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-10T22:50:46.988Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T01:46:36.203Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. 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