[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MEHA2C1PP7BFNGDJ2A3ZX9":3,"skill-same:01M6MEHA2C1PP7BFNGDJ2A3ZX9":68},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":47,"repositoryHtmlUrl":48,"repositoryHomepageUrl":49,"ownerHtmlUrl":50,"ownerBlogUrl":51,"ownerDescription":52,"updatedAt":53,"install":54,"resources":67},"01M6MEHA2C1PP7BFNGDJ2A3ZX9","metrics",null,"Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Use when the user asks for \"debt-ops metrics\", \"debt health\", \"registry stats\", or invokes $metrics. Read-only, never writes the log.","hashgraph-online\u002Fawesome-codex-plugins","hashgraph-online","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F160371962?v=4","01M6CNB6NRJVNNGN14TR01Q6D3","HOL (Hashgraph Online)","01M6JT1HSKKG9V68KQAQGBA7XP",1575,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Fbcanfield\u002Fagentic-tech-debt\u002Fskills\u002Fmetrics\u002FSKILL.md",[],[5,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"when","share","rate","for","action","read-only","print","creation","summary","registration","log","only","never","use","ops","read","feedback","adr","health","stats","2026-11-10 10:12:30",false,"---\nname: metrics\ndescription: Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Use when the user asks for \"debt-ops metrics\", \"debt health\", \"registry stats\", or invokes $metrics. Read-only, never writes the log.\n---\n\n# metrics\n\nRead the hidden metrics log and tell the user whether v1's tripwires are tripping.\n\n## 1. Find the log\n\n```bash\nTOPLEVEL=$(git rev-parse --show-toplevel)\nREPO_HASH=$(printf '%s' \"$TOPLEVEL\" | shasum | cut -c1-12)\n\n# Hooks and skills share one deterministic cache base (ADR 0011). Override the\n# base with DEBT_OPS_CACHE; default is ~\u002F.cache\u002Fdebt-ops.\nCACHE_DIR=\"${DEBT_OPS_CACHE:-$HOME\u002F.cache\u002Fdebt-ops}\u002Fcache\u002F$REPO_HASH\"\n\nLOG=\"$CACHE_DIR\u002Fmetrics.jsonl\"\nif [ -f \"$LOG\" ]; then\n  tail -n 500 \"$LOG\"\nelse\n  echo \"MISSING: no metrics.jsonl found for repo hash $REPO_HASH\"\nfi\n```\n\nIf the file is missing or empty, tell the user the hooks haven't fired yet in this repo and stop.\n\n## 2. The log format\n\nOne JSON object per line, three event shapes:\n\n- `{\"event\":\"edit\",\"file\":\"...\",\"registry_count\":N,\"ts\":\"...\"}` — every agent edit\n- `{\"event\":\"feedback\",\"file\":\"...\",\"result\":\"pass|fail\",\"ts\":\"...\"}` — every quality-check fire\n- `{\"event\":\"session\",\"registry_count\":N,\"adr_count\":M,\"ai_authored_count\":K,\"ts\":\"...\"}` — start of each session\n\nTimestamps are ISO-8601 UTC.\n\n## 3. Compute the tripwires\n\nFilter to the last 7 days. Then compute:\n\n- **Edits \u002F sessions** — counts of `event:edit` and `event:session`.\n- **Registry growth** — last `registry_count` minus first (across either edit or session events). >0 means Discipline 1 is firing.\n- **ADR growth** — last `adr_count` minus first (session events only).\n- **AI-authored share trend** — first vs. last session percentage (`ai_authored_count \u002F registry_count`, when registry_count>0).\n- **Feedback pass rate** — `count(result:pass) \u002F count(event:feedback)`.\n- **FAIL → PASS rate** — for each feedback event with `result:fail`, look at the *next* feedback event for the *same* file. Count those that flipped to `pass`. Divide by total fails. Below 50% means the agent isn't reliably acting on hook output — the architectural alarm bell.\n\nIf there are fewer than 5 sessions in the window, say \"need more data\" and skip the verdict.\n\n## 4. Report\n\nOne screen. No padding. Use `→` and `↑\u002F↓` for trends. Example shape:\n\n```\ndebt-ops metrics — last 7 days\n─────────────────────────────────\nedits           : 142  (8 sessions, ~18 edits\u002Fsession)\nregistry        : +3\nadrs            : +1\nai-authored     : 50% → 60% ↑\n\nfeedback ran    : 89 times\npass rate       : 88%\nfail → pass rate: 80% (8\u002F10)\n\nverdict: ok\n```\n\nEnd with one judgment line:\n- **ok** — registry growth >0 AND fail→pass rate ≥50%.\n- **investigate: \u003Creason>** — name the specific tripwire that tripped.\n\n## Don't\n\n- Don't write to the log.\n- Don't compute metrics not listed above.\n- Don't guess at health when data is thin — say \"need more data\" instead.\n","# metrics\n\nRead the hidden metrics log and tell the user whether v1's tripwires are tripping.\n\n## 1. Find the log\n\n```bash\nTOPLEVEL=$(git rev-parse --show-toplevel)\nREPO_HASH=$(printf '%s' \"$TOPLEVEL\" | shasum | cut -c1-12)\n\n# Hooks and skills share one deterministic cache base (ADR 0011). Override the\n# base with DEBT_OPS_CACHE; default is ~\u002F.cache\u002Fdebt-ops.\nCACHE_DIR=\"${DEBT_OPS_CACHE:-$HOME\u002F.cache\u002Fdebt-ops}\u002Fcache\u002F$REPO_HASH\"\n\nLOG=\"$CACHE_DIR\u002Fmetrics.jsonl\"\nif [ -f \"$LOG\" ]; then\n  tail -n 500 \"$LOG\"\nelse\n  echo \"MISSING: no metrics.jsonl found for repo hash $REPO_HASH\"\nfi\n```\n\nIf the file is missing or empty, tell the user the hooks haven't fired yet in this repo and stop.\n\n## 2. The log format\n\nOne JSON object per line, three event shapes:\n\n- `{\"event\":\"edit\",\"file\":\"...\",\"registry_count\":N,\"ts\":\"...\"}` — every agent edit\n- `{\"event\":\"feedback\",\"file\":\"...\",\"result\":\"pass|fail\",\"ts\":\"...\"}` — every quality-check fire\n- `{\"event\":\"session\",\"registry_count\":N,\"adr_count\":M,\"ai_authored_count\":K,\"ts\":\"...\"}` — start of each session\n\nTimestamps are ISO-8601 UTC.\n\n## 3. Compute the tripwires\n\nFilter to the last 7 days. Then compute:\n\n- **Edits \u002F sessions** — counts of `event:edit` and `event:session`.\n- **Registry growth** — last `registry_count` minus first (across either edit or session events). >0 means Discipline 1 is firing.\n- **ADR growth** — last `adr_count` minus first (session events only).\n- **AI-authored share trend** — first vs. last session percentage (`ai_authored_count \u002F registry_count`, when registry_count>0).\n- **Feedback pass rate** — `count(result:pass) \u002F count(event:feedback)`.\n- **FAIL → PASS rate** — for each feedback event with `result:fail`, look at the *next* feedback event for the *same* file. Count those that flipped to `pass`. Divide by total fails. Below 50% means the agent isn't reliably acting on hook output — the architectural alarm bell.\n\nIf there are fewer than 5 sessions in the window, say \"need more data\" and skip the verdict.\n\n## 4. Report\n\nOne screen. No padding. Use `→` and `↑\u002F↓` for trends. Example shape:\n\n```\ndebt-ops metrics — last 7 days\n─────────────────────────────────\nedits           : 142  (8 sessions, ~18 edits\u002Fsession)\nregistry        : +3\nadrs            : +1\nai-authored     : 50% → 60% ↑\n\nfeedback ran    : 89 times\npass rate       : 88%\nfail → pass rate: 80% (8\u002F10)\n\nverdict: ok\n```\n\nEnd with one judgment line:\n- **ok** — registry growth >0 AND fail→pass rate ≥50%.\n- **investigate: \u003Creason>** — name the specific tripwire that tripped.\n\n## Don't\n\n- Don't write to the log.\n- Don't compute metrics not listed above.\n- Don't guess at health when data is thin — say \"need more data\" instead.\n",{"name":5,"description":7},"main","2b63f856ce19c2a797929cacabd9e0fc936812fa","plugins\u002Fbcanfield\u002Fagentic-tech-debt\u002Fskills\u002Fmetrics",491,"https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins","https:\u002F\u002Fhol.org\u002Fplugins\u002Fbest-codex-plugins","https:\u002F\u002Fgithub.com\u002Fhashgraph-online","https:\u002F\u002Fhol.org","Open-source standards and developer tools for interoperable AI agents: discovery, identity, communication, payments, privacy and security.","2026-11-14 14:06:13",{"source":8,"skillName":5,"commands":55,"prompt":65,"zipAvailable":66},[56,59,62],{"tool":57,"command":58},"npx","npx skills add hashgraph-online\u002Fawesome-codex-plugins --skill metrics",{"tool":60,"command":61},"bunx","bunx skills add hashgraph-online\u002Fawesome-codex-plugins --skill metrics",{"tool":63,"command":64},"pnpm","pnpm dlx skills add hashgraph-online\u002Fawesome-codex-plugins --skill metrics","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Fbcanfield\u002Fagentic-tech-debt\u002Fskills\u002Fmetrics\u002FSKILL.md",true,[],[69,77,84,91,116,141],{"skillNo":70,"name":71,"nameZh":6,"description":72,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":73,"categories":74,"keywords":75,"publishedAt":76},"01M746ZWACVKMZ1BJXJZHYJSSX","migrate-to-e2e","Moves an existing Playwright, Cypress, Selenium, Appium, Detox, Maestro, or TesterArmy suite to e2e one slice at a time, with the old suite running beside the new one until each ported test is proven. Keeps a MIGRATION.md progress file so any later session resumes where the last stopped. Optionally plants a defect to show both suites catch it. Use for \u002Fmigrate-to-e2e, \"migrate our tests to e2e\", \"port these Maestro flows\", \"move our TesterArmy tests\", or when a project has an e2e config and an older suite still running.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Ftester-army\u002Fe2e\u002Fskills\u002Fmigrate-to-e2e\u002FSKILL.md",[],[],"2026-11-11 15:11:14",{"skillNo":78,"name":79,"nameZh":6,"description":80,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":81,"categories":82,"keywords":83,"publishedAt":76},"01M746ZPTAX1Q0FBKAB1CYND7E","e2e","Writes, runs, and debugs end-to-end tests for web and mobile apps with e2e, the agentic test runner, which mixes agent.act goals with exact locator assertions on a Playwright browser or an iOS or Android device. Also drives a project's running app live over the e2e MCP server to look at a screen, check a UI change, take a screenshot or record a video, and try a locator; and runs bug bashes, parallel e2e explore runs with each bug proven by a repro test. Use when a project depends on e2e or has an e2e.config.ts, when asked for end-to-end, browser, mobile, or agentic UI tests, to check a change in the running app, to QA or bug bash an app or branch, or when an e2e run fails.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Ftester-army\u002Fe2e\u002Fskills\u002Fe2e\u002FSKILL.md",[],[],{"skillNo":85,"name":86,"nameZh":6,"description":87,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":88,"categories":89,"keywords":90,"publishedAt":76},"01M746ZJN784HVHMDP9MQGCSGG","create-verification-skill","Generate a project-local verify-\u003Capp> skill on top of e2e, so any coding agent can launch the app, check it is worth driving, exercise a feature the way a user does, keep evidence, and bug bash it. Writes the skill, a feature map with one explore charter per feature, and proves it once. Use for \u002Fcreate-verification-skill, \"make a verification skill for this repo\", or when a project has no scripted way to prove UI behavior.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Ftester-army\u002Fe2e\u002Fskills\u002Fcreate-verification-skill\u002FSKILL.md",[],[],{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":97,"publishedAt":39},"01M716A6ETNB9B1SQ3GXZC75VR","deja-search","deja-vu memory — search the user's past AI coding sessions with the deja CLI. Holds what they already settled and never wrote into the repo (naming rules, banned or already-tried tools, required checks before merge, preferred values, who owns what). Use before your first edit in a task, before you call a change done or ready to merge, before you recommend a tool, library, design or reviewer, before re-debugging an error that may already be solved, when they say 'didn't we fix this before', 'what did we decide about X' or 'I already have that', and before telling them something on this machine does not exist.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Fvshulcz\u002Fdeja-vu\u002Fskills\u002Fdeja-search\u002FSKILL.md",[],[98,99,31,100,101,102,103,104,105,106,107,19,108,109,110,111,112,113,114,115],"search","deja search","error","ready","memory","re","decide","fix","design","debugging","you","done","reviewer","io","change","cli","merge","past",{"skillNo":117,"name":118,"nameZh":6,"description":119,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":120,"categories":121,"keywords":122,"publishedAt":39},"01M716A3J2W5SENSE9VGMXB375","deja-reflect","End-of-session reflection and memory curation with deja-vu. Review what was decided, what commands broke and what repaired them, and record durable project rules or decisions with deja remember so the next session starts with them.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Fvshulcz\u002Fdeja-vu\u002Fskills\u002Fdeja-reflect\u002FSKILL.md",[],[123,124,125,111,126,127,128,129,130,131,132,133,134,135,102,136,137,138,139,140],"deja reflect","reflect","review","with","record","github","next","https","node","Rules","decisions","brew","remember","project rules","project","session","end","reflection",{"skillNo":142,"name":143,"nameZh":6,"description":144,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":145,"categories":146,"keywords":158,"publishedAt":39},"01M715T3RR4BAYSR57HPPTJ0PF","revid","Make, edit, export and post AI videos with Revid (revid.ai) through the Revid MCP server. Use whenever the user wants a short-form or long-form video made (from an idea, a script, a URL, an article, a PDF, a tweet, a product page, their own clips, or a song), wants to find what is going viral on TikTok, YouTube, Instagram or X before making something, wants to edit or re-export an existing Revid project, generate a standalone AI image or clip, make a series episode, or publish and schedule a finished video to connected social accounts. Covers setup (hosted MCP with OAuth, or an API key), the 36 tools, credits, polling and the rules for publishing. Routes to the more specific revid-* skills when one fits.","https:\u002F\u002Fgithub.com\u002Fhashgraph-online\u002Fawesome-codex-plugins\u002Fblob\u002Fmain\u002Fplugins\u002Ftmakersas\u002Frevid-skills\u002Fskills\u002Frevid\u002FSKILL.md",[147,152,155],{"categoryNo":148,"categoryName":149,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000016","图像与多媒体","SCENARIO","使用场景",{"categoryNo":153,"categoryName":154,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":156,"categoryName":157,"taxonomyType":150,"taxonomyTypeDesc":151},"01JBSEEDCAT000000000000010","后端与接口",[143,159,160,161,162,163,164,137,165,103,166,167,168,169,19,170,171,172,173,174],"URL","Video","short-form","standalone","PDF","viral","tiktok","short","social","MCP","song","image","mcp server","schedule","api","publish"]