[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6N00RWMPWNJW29AMM7WZ23V":3,"skill-same:01M6N00RWMPWNJW29AMM7WZ23V":93},{"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":23,"publishedAt":49,"linkOnly":50,"markdownContent":51,"markdownBody":52,"frontMatter":53,"refName":65,"commitSha":66,"skillDirectory":67,"forksCount":68,"repositoryHtmlUrl":69,"repositoryHomepageUrl":6,"ownerHtmlUrl":70,"ownerBlogUrl":71,"ownerDescription":72,"updatedAt":73,"install":74,"resources":86},"01M6N00RWMPWNJW29AMM7WZ23V","perplexity-research",null,"Brain-augmented web research. Sends brain context about a topic to Perplexity, which searches the web with citations and returns what is NEW vs what the brain already knows. Use for entity enrichment, current-state checks, deal monitoring, and freshness deltas. NOT for simple URL fetches (use web_fetch) or brain-only queries (use gbrain query).","garrytan\u002Fgbrain","garrytan","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F19957?v=4","01M6DJCCDDG53MTYYRTXAXFG17","Garry Tan","01M6MZQZCEN3RRMD33E1X9ZZR9",32683,"MIT","https:\u002F\u002Fgithub.com\u002Fgarrytan\u002Fgbrain\u002Fblob\u002Fmaster\u002Fplugin-variants\u002Fgbrain-daily\u002Fskills\u002Fperplexity-research\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48],"perplexity","perplexity research","research","deltas","new","when","for","which","true","URL","with","deal","brain","query","simple","queries","only","use","fetch","context","returns","Citations","monitoring","state","current state","2026-11-10 10:12:30",false,"---\nname: perplexity-research\nversion: 0.1.0\ndescription: Brain-augmented web research. Sends brain context about a topic to Perplexity, which searches the web with citations and returns what is NEW vs what the brain already knows. Use for entity enrichment, current-state checks, deal monitoring, and freshness deltas. NOT for simple URL fetches (use web_fetch) or brain-only queries (use gbrain query).\ntriggers:\n  - \"perplexity research\"\n  - \"perplexity-research\"\n  - \"what's new about\"\n  - \"current state of\"\n  - \"web research\"\n  - \"what changed about\"\n  - \"surface new developments\"\nmutating: true\nwrites_pages: true\nwrites_to:\n  - research\u002F\nwhen_to_use: \"Use when the user asks: \\\"perplexity research\\\", \\\"perplexity-research\\\", \\\"what's new about\\\", \\\"current state of\\\", \\\"web research\\\".\"\n---\n\n# perplexity-research — Brain-Augmented Web Research\n\n> **Convention:** see [conventions\u002Fquality.md](..\u002Fconventions\u002Fquality.md) for\n> citation rules; every claim from web research lands with a verifiable\n> citation, not a paraphrase.\n>\n> **Convention:** see [conventions\u002Fbrain-first.md](..\u002Fconventions\u002Fbrain-first.md)\n> for the lookup chain. This skill ENFORCES brain-first by sending brain\n> context as part of the Perplexity prompt — the web search focuses on\n> the delta between brain knowledge and current web state.\n\n## What this does\n\nCombines existing brain knowledge with Perplexity's web search. The\nagent sends brain context about a topic into a Perplexity query;\nPerplexity searches + reads + synthesizes multiple pages with citations,\nfocused on what's NEW relative to the supplied context.\n\n**The key insight:** Perplexity doesn't just search — it reads and\nsynthesizes with citations. By sending brain context in the\ninstructions, it knows what you already know, so it surfaces the delta\ninstead of repeating settled fact.\n\n## When to use this vs other tools\n\n| Need | Use |\n|------|-----|\n| Deep research with citations | **This skill** — Perplexity + Opus |\n| Quick URL content | `web_fetch` |\n| Brain-only lookup | `gbrain query` \u002F `gbrain search` |\n| Real-time social monitoring | external X \u002F social-media collectors |\n| Structured data lookup against a tracker | `skills\u002Fdata-research\u002FSKILL.md` |\n\n## Output structure\n\nThe research output lands as a brain page under `research\u002F\u003Cslug>.md` with\nthis structure:\n\n```markdown\n---\ntitle: \"[Topic] — Research [YYYY-MM-DD]\"\ntype: research\ndate: YYYY-MM-DD\nbrain_context_slugs: [\"pages whose context was sent to Perplexity\"]\nrecency_filter: \"[hour|day|week|month|none]\"\n---\n\n# [Topic] — Research [YYYY-MM-DD]\n\n> Executive summary: 2-3 sentences on the delta between brain knowledge\n> and current web state.\n\n## Key New Developments\nWhat's changed since the brain was last updated on this topic.\n\n## Confirming Signals\nWeb evidence validating existing brain knowledge.\n\n## Contradictions or Updates\nThings that conflict with the brain — these need a closer look.\n\n## Recommended Brain Updates\nSpecific page updates the user might want to make based on this research.\nEach item: which page, what to add or change, source URL.\n\n## Citations\n- [Source title](URL) — accessed YYYY-MM-DD\n- [Source title](URL) — accessed YYYY-MM-DD\n- ...\n```\n\n## Invocation\n\nThe skill is markdown agent instructions; the agent uses Perplexity's\nAPI directly (or a host-provided `perplexity` CLI if installed):\n\n```bash\n# 1. Pull brain context\ngbrain get \u003Cslug>                    # or\ngbrain query \"\u003Ctopic keywords>\"\n\n# 2. Compose the Perplexity query with brain context inline:\n#    \"\"\"\n#    Topic: \u003Ctopic>\n#    Brain context (what we already know): \u003Cembedded gbrain content>\n#    Find: what's NEW since 2026-MM-DD that the brain doesn't reflect.\n#    Cite every claim.\n#    \"\"\"\n\n# 3. Call Perplexity's Agent API (or the host's perplexity binary). The\n#    Sonar chat-completions endpoint (\u002Fchat\u002Fcompletions with\n#    \"model\": \"sonar-pro\") is being retired and refuses migrated accounts\n#    with 403 agent_api_migration_required; use POST \u002Fv1\u002Fagent:\n#    curl https:\u002F\u002Fapi.perplexity.ai\u002Fv1\u002Fagent \\\n#      -H \"Authorization: Bearer $PERPLEXITY_API_KEY\" \\\n#      -H \"Content-Type: application\u002Fjson\" \\\n#      -d '{\"preset\": \"low\", \"instructions\": \"Cite every claim.\", \"input\": \"...\"}'\n#    Read the answer from the output item with \"type\": \"message\" (SDKs\n#    expose it as output_text) and the citations from the search results\n#    in the output array; inline [n] markers refer to them.\n\n# 4. Write the structured research page via put_page:\ngbrain put research\u002F\u003Cslug>      # via the put_page operation\n\n# 5. Cross-link entities mentioned (people, companies) per Iron Law.\n```\n\n## Presets\n\n| Agent API preset | Replaces | Use when |\n|-------|-------------|----------|\n| `\"preset\": \"low\"` | Sonar Pro | Deep analysis, entity enrichment, deal research (multi-step search) |\n| `\"preset\": \"fast\"` | Sonar | Quick lookups, bulk monitoring, briefing pipelines |\n\nDefault to `low`. Drop to `fast` for bulk \u002F cron contexts where cost\nmatters more than depth. Perplexity does not publish a fixed per-request\nprice for presets; check its pricing page before running bulk jobs.\n\n## Integration patterns\n\n### Entity enrichment\n\nCalled by `skills\u002Fenrich\u002FSKILL.md` when an entity page (person, company)\nneeds current web context:\n\n```bash\nBRAIN=$(gbrain get people\u002F\u003Cslug> 2>\u002Fdev\u002Fnull)\n# Send \u003Cslug>'s page content as brain_context to Perplexity, get current\n# news \u002F role \u002F context, then update the brain page with what's new.\n```\n\n### Deal \u002F company monitoring (cron)\n\nFor each active item under `deals\u002F` or `companies\u002F`:\n\n```bash\n# Weekly: pull recent news per company; flag changes for review.\n```\n\n### Morning briefing\n\nReplace raw `web_fetch` calls in briefing pipelines with this skill so\nthe agent doesn't re-narrate already-known facts.\n\n## Recency filter\n\nPass the recency filter on the web search tool:\n`\"tools\": [{\"type\": \"web_search\", \"filters\": {\"search_recency_filter\": \"week\"}}]`\nwith `hour | day | week | month | year`. Useful for news-cycle topics; omit\nfor evergreen research. Record the value as `recency_filter` in the page\nfrontmatter.\n\n## When it fails\n\nFollow the [agent operator protocol](..\u002Fconventions\u002Fagent-operator-protocol.md) for any gbrain error `code`, exit code, `[AGENT]` block or notice block. Specific to this skill:\n\n- `PERPLEXITY_API_KEY` missing or rejected: tell the user the web arm cannot run; answer from the brain only and say so.\n- `rate_limited`: retry after the stated delay; for bulk work drop to the cheaper model rather than looping.\n- The brain-context search is empty with a degraded notice: the \"what's new vs what the brain knows\" diff is unreliable; say the brain side was keyword-only.\n\n## Anti-Patterns\n\n- ❌ Sending NO brain context. Then it's just a search — use `web_fetch`\n  instead.\n- ❌ Truncating the brain context. The whole point is \"knows what you\n  know.\" Send dense context.\n- ❌ Discarding citations. Every claim in the output must have a URL.\n- ❌ Skipping the cross-link step when entities are mentioned. Iron Law.\n\n## Environment\n\n- `PERPLEXITY_API_KEY` set in the agent's environment (or in\n  `~\u002F.gbrain\u002F.env`).\n- Optional: install Perplexity's official CLI for richer streaming output.\n\n## Related skills\n\n- `skills\u002Facademic-verify\u002FSKILL.md` — wraps perplexity-research for\n  citation-verified academic claim checking\n- `skills\u002Fenrich\u002FSKILL.md` — calls perplexity-research as part of the\n  entity-enrichment loop\n- `skills\u002Fdata-research\u002FSKILL.md` — structured-data trackers (different\n  shape: parameterized YAML recipes, not free-form research)\n\n\n## Contract\n\nThis skill guarantees:\n\n- Routing matches the canonical triggers in the frontmatter.\n- Output written under the directories listed in `writes_to:` (when applicable).\n- Conventions referenced (`quality.md`, `brain-first.md`, `_brain-filing-rules.md`) are followed.\n- Privacy contract preserved: no real names, no fork-specific filesystem path literals, no upstream-fork references.\n\nThe full behavior contract is documented in the body sections above; this section exists for the conformance test.\n\n## Output Format\n\nThe skill's output shape is documented inline in the body sections above (see \"Output\", \"Brain page format\", or equivalent). The literal section header here exists for the conformance test (`test\u002Fskills-conformance.test.ts`).\n","# perplexity-research — Brain-Augmented Web Research\n\n> **Convention:** see [conventions\u002Fquality.md](..\u002Fconventions\u002Fquality.md) for\n> citation rules; every claim from web research lands with a verifiable\n> citation, not a paraphrase.\n>\n> **Convention:** see [conventions\u002Fbrain-first.md](..\u002Fconventions\u002Fbrain-first.md)\n> for the lookup chain. This skill ENFORCES brain-first by sending brain\n> context as part of the Perplexity prompt — the web search focuses on\n> the delta between brain knowledge and current web state.\n\n## What this does\n\nCombines existing brain knowledge with Perplexity's web search. The\nagent sends brain context about a topic into a Perplexity query;\nPerplexity searches + reads + synthesizes multiple pages with citations,\nfocused on what's NEW relative to the supplied context.\n\n**The key insight:** Perplexity doesn't just search — it reads and\nsynthesizes with citations. By sending brain context in the\ninstructions, it knows what you already know, so it surfaces the delta\ninstead of repeating settled fact.\n\n## When to use this vs other tools\n\n| Need | Use |\n|------|-----|\n| Deep research with citations | **This skill** — Perplexity + Opus |\n| Quick URL content | `web_fetch` |\n| Brain-only lookup | `gbrain query` \u002F `gbrain search` |\n| Real-time social monitoring | external X \u002F social-media collectors |\n| Structured data lookup against a tracker | `skills\u002Fdata-research\u002FSKILL.md` |\n\n## Output structure\n\nThe research output lands as a brain page under `research\u002F\u003Cslug>.md` with\nthis structure:\n\n```markdown\n---\ntitle: \"[Topic] — Research [YYYY-MM-DD]\"\ntype: research\ndate: YYYY-MM-DD\nbrain_context_slugs: [\"pages whose context was sent to Perplexity\"]\nrecency_filter: \"[hour|day|week|month|none]\"\n---\n\n# [Topic] — Research [YYYY-MM-DD]\n\n> Executive summary: 2-3 sentences on the delta between brain knowledge\n> and current web state.\n\n## Key New Developments\nWhat's changed since the brain was last updated on this topic.\n\n## Confirming Signals\nWeb evidence validating existing brain knowledge.\n\n## Contradictions or Updates\nThings that conflict with the brain — these need a closer look.\n\n## Recommended Brain Updates\nSpecific page updates the user might want to make based on this research.\nEach item: which page, what to add or change, source URL.\n\n## Citations\n- [Source title](URL) — accessed YYYY-MM-DD\n- [Source title](URL) — accessed YYYY-MM-DD\n- ...\n```\n\n## Invocation\n\nThe skill is markdown agent instructions; the agent uses Perplexity's\nAPI directly (or a host-provided `perplexity` CLI if installed):\n\n```bash\n# 1. Pull brain context\ngbrain get \u003Cslug>                    # or\ngbrain query \"\u003Ctopic keywords>\"\n\n# 2. Compose the Perplexity query with brain context inline:\n#    \"\"\"\n#    Topic: \u003Ctopic>\n#    Brain context (what we already know): \u003Cembedded gbrain content>\n#    Find: what's NEW since 2026-MM-DD that the brain doesn't reflect.\n#    Cite every claim.\n#    \"\"\"\n\n# 3. Call Perplexity's Agent API (or the host's perplexity binary). The\n#    Sonar chat-completions endpoint (\u002Fchat\u002Fcompletions with\n#    \"model\": \"sonar-pro\") is being retired and refuses migrated accounts\n#    with 403 agent_api_migration_required; use POST \u002Fv1\u002Fagent:\n#    curl https:\u002F\u002Fapi.perplexity.ai\u002Fv1\u002Fagent \\\n#      -H \"Authorization: Bearer $PERPLEXITY_API_KEY\" \\\n#      -H \"Content-Type: application\u002Fjson\" \\\n#      -d '{\"preset\": \"low\", \"instructions\": \"Cite every claim.\", \"input\": \"...\"}'\n#    Read the answer from the output item with \"type\": \"message\" (SDKs\n#    expose it as output_text) and the citations from the search results\n#    in the output array; inline [n] markers refer to them.\n\n# 4. Write the structured research page via put_page:\ngbrain put research\u002F\u003Cslug>      # via the put_page operation\n\n# 5. Cross-link entities mentioned (people, companies) per Iron Law.\n```\n\n## Presets\n\n| Agent API preset | Replaces | Use when |\n|-------|-------------|----------|\n| `\"preset\": \"low\"` | Sonar Pro | Deep analysis, entity enrichment, deal research (multi-step search) |\n| `\"preset\": \"fast\"` | Sonar | Quick lookups, bulk monitoring, briefing pipelines |\n\nDefault to `low`. Drop to `fast` for bulk \u002F cron contexts where cost\nmatters more than depth. Perplexity does not publish a fixed per-request\nprice for presets; check its pricing page before running bulk jobs.\n\n## Integration patterns\n\n### Entity enrichment\n\nCalled by `skills\u002Fenrich\u002FSKILL.md` when an entity page (person, company)\nneeds current web context:\n\n```bash\nBRAIN=$(gbrain get people\u002F\u003Cslug> 2>\u002Fdev\u002Fnull)\n# Send \u003Cslug>'s page content as brain_context to Perplexity, get current\n# news \u002F role \u002F context, then update the brain page with what's new.\n```\n\n### Deal \u002F company monitoring (cron)\n\nFor each active item under `deals\u002F` or `companies\u002F`:\n\n```bash\n# Weekly: pull recent news per company; flag changes for review.\n```\n\n### Morning briefing\n\nReplace raw `web_fetch` calls in briefing pipelines with this skill so\nthe agent doesn't re-narrate already-known facts.\n\n## Recency filter\n\nPass the recency filter on the web search tool:\n`\"tools\": [{\"type\": \"web_search\", \"filters\": {\"search_recency_filter\": \"week\"}}]`\nwith `hour | day | week | month | year`. Useful for news-cycle topics; omit\nfor evergreen research. Record the value as `recency_filter` in the page\nfrontmatter.\n\n## When it fails\n\nFollow the [agent operator protocol](..\u002Fconventions\u002Fagent-operator-protocol.md) for any gbrain error `code`, exit code, `[AGENT]` block or notice block. Specific to this skill:\n\n- `PERPLEXITY_API_KEY` missing or rejected: tell the user the web arm cannot run; answer from the brain only and say so.\n- `rate_limited`: retry after the stated delay; for bulk work drop to the cheaper model rather than looping.\n- The brain-context search is empty with a degraded notice: the \"what's new vs what the brain knows\" diff is unreliable; say the brain side was keyword-only.\n\n## Anti-Patterns\n\n- ❌ Sending NO brain context. Then it's just a search — use `web_fetch`\n  instead.\n- ❌ Truncating the brain context. The whole point is \"knows what you\n  know.\" Send dense context.\n- ❌ Discarding citations. Every claim in the output must have a URL.\n- ❌ Skipping the cross-link step when entities are mentioned. Iron Law.\n\n## Environment\n\n- `PERPLEXITY_API_KEY` set in the agent's environment (or in\n  `~\u002F.gbrain\u002F.env`).\n- Optional: install Perplexity's official CLI for richer streaming output.\n\n## Related skills\n\n- `skills\u002Facademic-verify\u002FSKILL.md` — wraps perplexity-research for\n  citation-verified academic claim checking\n- `skills\u002Fenrich\u002FSKILL.md` — calls perplexity-research as part of the\n  entity-enrichment loop\n- `skills\u002Fdata-research\u002FSKILL.md` — structured-data trackers (different\n  shape: parameterized YAML recipes, not free-form research)\n\n\n## Contract\n\nThis skill guarantees:\n\n- Routing matches the canonical triggers in the frontmatter.\n- Output written under the directories listed in `writes_to:` (when applicable).\n- Conventions referenced (`quality.md`, `brain-first.md`, `_brain-filing-rules.md`) are followed.\n- Privacy contract preserved: no real names, no fork-specific filesystem path literals, no upstream-fork references.\n\nThe full behavior contract is documented in the body sections above; this section exists for the conformance test.\n\n## Output Format\n\nThe skill's output shape is documented inline in the body sections above (see \"Output\", \"Brain page format\", or equivalent). The literal section header here exists for the conformance test (`test\u002Fskills-conformance.test.ts`).\n",{"name":5,"version":54,"mutating":55,"triggers":56,"writes_to":62,"description":7,"when_to_use":64,"writes_pages":55},"0.1.0",true,[25,5,57,58,59,60,61],"what's new about","current state of","web research","what changed about","surface new developments",[63],"research\u002F","Use when the user asks: \"perplexity research\", \"perplexity-research\", \"what's new about\", \"current state of\", \"web research\".","master","074ec301549ded4930f04d2c3b22d709a6c095cc","plugin-variants\u002Fgbrain-daily\u002Fskills\u002Fperplexity-research",4871,"https:\u002F\u002Fgithub.com\u002Fgarrytan\u002Fgbrain","https:\u002F\u002Fgithub.com\u002Fgarrytan","https:\u002F\u002Fblog.garrytan.com","Writes software, dreams. 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about.","https:\u002F\u002Fgithub.com\u002Fgarrytan\u002Fgbrain\u002Fblob\u002Fmaster\u002Ftest\u002Ffixtures\u002Fskill-catalog-query\u002Fskills\u002Fmeeting-prep\u002FSKILL.md",[138],{"categoryNo":139,"categoryName":140,"taxonomyType":141,"taxonomyTypeDesc":142},"01JBSEEDCAT000000000000034","行政与办公人员","PROFESSION","适用职业",[144,145,146,147,148,102,149,150,151,37,105,152,153,154,155,156,30,157],"meeting","prep","meeting prep","me","prepare","brief","open","build","loops","about","you","briefing","threads","Meet",{"skillNo":159,"name":160,"nameZh":6,"description":161,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":162,"categories":163,"keywords":164,"publishedAt":49},"01M6N1005QK7REHX5KGMNR5PF0","inbox-zero","Triage the inbox into replies, delegations and archives.","https:\u002F\u002Fgithub.com\u002Fgarrytan\u002Fgbrain\u002Fblob\u002Fmaster\u002Ftest\u002Ffixtures\u002Fskill-catalog-query\u002Fskills\u002Finbox-zero\u002FSKILL.md",[],[165,166,167,102,168,105,169,170,171],"inbox zero","ZeRO","inbox","clear","replies","my","triage",{"skillNo":173,"name":174,"nameZh":6,"description":175,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":176,"categories":177,"keywords":178,"publishedAt":49},"01M6N0ZXQ8RRRW71PNV61T57GP","deal-memo","Draft an investment memo from the deal pages and the founder history already in the brain.","https:\u002F\u002Fgithub.com\u002Fgarrytan\u002Fgbrain\u002Fblob\u002Fmaster\u002Ftest\u002Ffixtures\u002Fskill-catalog-query\u002Fskills\u002Fdeal-memo\u002FSKILL.md",[],[179,35,180,126,36,181,182,123,183,32,102,184],"deal 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