Crawler Summary

bouncer answer-first brief

Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. --- name: bouncer description: Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. metadata: {"openclaw": {"emoji": "🔐", "requires": {"bins": ["mcporter"]}}} --- Bouncer - AWS Command Approval System Use mcporter to execute AWS CLI commands through the Bouncer approval system. Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/23/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

bouncer is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 100/100

bouncer

Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. --- name: bouncer description: Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. metadata: {"openclaw": {"emoji": "🔐", "requires": {"bins": ["mcporter"]}}} --- Bouncer - AWS Command Approval System Use mcporter to execute AWS CLI commands through the Bouncer approval system.

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 23, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 23, 2026

Vendor

Qwer2003tw

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/qwer2003tw/bouncer.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Qwer2003tw

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# 1. 發送請求(立即返回 request_id)
mcporter call bouncer bouncer_execute \
  command="aws s3 mb s3://test" \
  reason="建桶" \
  source="Private Bot (task)" \
  trust_scope="private-bot-main"
# 返回: {"status": "pending_approval", "request_id": "abc123", ...}

# 2. 輪詢結果(必須!不會自動通知!)
mcporter call bouncer bouncer_status request_id="abc123"
# 返回: {"status": "approved", "result": "..."} 或 {"status": "pending_approval"}

text

1. 等 10 秒後第一次查 bouncer_status
2. 如果還是 pending,每 10-15 秒查一次
3. 最多輪詢 5 分鐘
4. 超過 5 分鐘仍 pending → 回報「等待審批中,request_id: xxx」

bash

mcporter call bouncer bouncer_execute \
  command="aws ec2 describe-instances" \
  reason="檢查 EC2 狀態" \
  source="Private Bot (infra check)" \
  trust_scope="private-bot-main"

bash

mcporter call bouncer bouncer_status request_id="abc123"

bash

mcporter call bouncer bouncer_list_pending source="Private Bot"

bash

CONTENT=$(base64 -w0 config.json)
mcporter call bouncer bouncer_upload \
  filename="config.json" \
  content="$CONTENT" \
  content_type="application/json" \
  reason="上傳設定檔" \
  source="Private Bot (config)" \
  trust_scope="private-bot-main"

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. --- name: bouncer description: Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. metadata: {"openclaw": {"emoji": "🔐", "requires": {"bins": ["mcporter"]}}} --- Bouncer - AWS Command Approval System Use mcporter to execute AWS CLI commands through the Bouncer approval system.

Full README

name: bouncer description: Execute AWS CLI commands with Telegram approval. Safe commands auto-execute, dangerous commands require human approval via Telegram. Supports trust sessions, batch uploads, and grant sessions. metadata: {"openclaw": {"emoji": "🔐", "requires": {"bins": ["mcporter"]}}}

Bouncer - AWS Command Approval System

Use mcporter to execute AWS CLI commands through the Bouncer approval system.

API: https://n8s3f1mus6.execute-api.us-east-1.amazonaws.com/prod/ GitHub: https://github.com/qwer2003tw/bouncer MCP Source: /home/ec2-user/projects/bouncer/bouncer_mcp.py

異步設計(重要!必讀!)

所有需要審批的操作預設異步返回,避免 API Gateway 29 秒超時:

# 1. 發送請求(立即返回 request_id)
mcporter call bouncer bouncer_execute \
  command="aws s3 mb s3://test" \
  reason="建桶" \
  source="Private Bot (task)" \
  trust_scope="private-bot-main"
# 返回: {"status": "pending_approval", "request_id": "abc123", ...}

# 2. 輪詢結果(必須!不會自動通知!)
mcporter call bouncer bouncer_status request_id="abc123"
# 返回: {"status": "approved", "result": "..."} 或 {"status": "pending_approval"}

⚠️ 審批輪詢規則(強制)

收到 pending_approval 後,你必須主動輪詢 bouncer_status,Bouncer 不會主動通知你結果:

1. 等 10 秒後第一次查 bouncer_status
2. 如果還是 pending,每 10-15 秒查一次
3. 最多輪詢 5 分鐘
4. 超過 5 分鐘仍 pending → 回報「等待審批中,request_id: xxx」

⚠️ 必填參數

trust_scope(bouncer_execute 必填)

trust_scope 是穩定的呼叫者識別符,用於信任匹配。bouncer_execute 必須帶此參數

  • 使用 session key 或其他穩定 ID(不要用 source,source 是顯示用)
  • 同一個 bot 不同任務應有不同 trust_scope
  • 上傳 tools(bouncer_upload / bouncer_upload_batch)trust_scope 是 optional

source(所有操作必填)

source 是顯示用的來源描述,出現在 Telegram 通知中。

格式:{Bot名稱} ({專案/任務})

  • source="Private Bot (Bouncer 部署)"
  • source="Private Bot"(太模糊)

Core Tools

bouncer_execute

執行 AWS CLI 命令。安全命令自動執行,危險命令需要 Telegram 審批。

mcporter call bouncer bouncer_execute \
  command="aws ec2 describe-instances" \
  reason="檢查 EC2 狀態" \
  source="Private Bot (infra check)" \
  trust_scope="private-bot-main"

Parameters: | 參數 | 必填 | 說明 | |------|------|------| | command | ✅ | AWS CLI 命令 | | reason | ✅ | 執行原因(顯示在審批通知) | | source | ✅ | 來源標識 | | trust_scope | ✅ | 穩定呼叫者 ID(session key) | | account | ❌ | 目標 AWS 帳號 ID(預設 190825685292) | | sync | ❌ | 同步模式(不推薦) |

Returns:

  • auto_approved — 安全命令,已自動執行
  • pending_approval — 需要 Telegram 審批
  • blocked — 被封鎖(含 block_reasonsuggestion
  • trust_auto_approved — 信任期間自動執行

bouncer_status

查詢審批請求狀態。

mcporter call bouncer bouncer_status request_id="abc123"

bouncer_list_pending

列出待審批的請求。

mcporter call bouncer bouncer_list_pending source="Private Bot"

Upload Tools

bouncer_upload

上傳單一檔案到 S3。

CONTENT=$(base64 -w0 config.json)
mcporter call bouncer bouncer_upload \
  filename="config.json" \
  content="$CONTENT" \
  content_type="application/json" \
  reason="上傳設定檔" \
  source="Private Bot (config)" \
  trust_scope="private-bot-main"

Parameters: | 參數 | 必填 | 說明 | |------|------|------| | filename | ✅ | 檔案名稱 | | content | ✅ | 檔案內容(base64 encoded) | | reason | ✅ | 上傳原因 | | source | ✅ | 來源標識 | | content_type | ❌ | MIME type(預設 application/octet-stream) | | trust_scope | ❌ | 信任範圍 ID(帶了才能走信任上傳) | | account | ❌ | 目標帳號 |

信任上傳(Trust Upload):

  • 信任期間 + 帶 trust_scope → 自動上傳(不需審批)
  • 每個信任時段最多 5 次上傳
  • 每檔 5MB、每 session 20MB 上限
  • 副檔名黑名單:.sh .exe .py .jar .zip .tar.gz .7z .bat .ps1 .rb .war .bin .bash
  • Custom s3_uri 不會走信任(只允許預設路徑)

bouncer_upload_batch

批量上傳多個檔案,一次審批

mcporter call bouncer bouncer_upload_batch \
  files='[
    {"filename":"index.html","content":"'$(base64 -w0 index.html)'"},
    {"filename":"style.css","content":"'$(base64 -w0 style.css)'"},
    {"filename":"app.js","content":"'$(base64 -w0 app.js)'"}
  ]' \
  reason="前端部署" \
  source="Private Bot (ZTP Files deploy)" \
  trust_scope="private-bot-main"

Parameters: | 參數 | 必填 | 說明 | |------|------|------| | files | ✅ | JSON array: [{filename, content, content_type?}] | | reason | ✅ | 上傳原因 | | source | ✅ | 來源標識 | | trust_scope | ❌ | 信任範圍 ID | | account | ❌ | 目標帳號 |

Limits:

  • 最多 50 個檔案
  • 每檔 5MB、總計 20MB
  • 副檔名黑名單(同 bouncer_upload)
  • 檔名自動消毒(path traversal、null bytes 等)

審批按鈕:

  • [📁 批准上傳] — 只批准這批
  • [🔓 批准 + 信任10分鐘] — 批准 + 開信任(含 5 次上傳 quota)
  • [❌ 拒絕]

信任 batch: 如果有 active trust session + 足夠 quota → 全部自動執行


Trust Session

審批時選「🔓 信任10分鐘」,期間同 trust_scope 的操作自動執行。

特性

  • 時長:10 分鐘
  • 命令上限:20 次/session
  • 上傳上限:5 次/session(5MB/檔, 20MB/session total)
  • 匹配方式:trust_scope + account_id(不是 source)

排除(即使信任中仍需審批)

  • 高危服務:iam, sts, organizations, kms, secretsmanager, cloudformation, cloudtrail
  • 高危操作:delete-, terminate-, stop-, modify-, s3 rm, update-function-code 等
  • 危險旗標:--force, --recursive, --skip-final-snapshot 等
  • 上傳排除:blocked 副檔名、custom s3_uri

Tools

mcporter call bouncer bouncer_trust_status
mcporter call bouncer bouncer_trust_status source="Private Bot"
mcporter call bouncer bouncer_trust_revoke trust_id="trust-xxx-yyy"

Grant Session(批次授權)

預先申請一組命令的執行權限,審批後可在 TTL 內重複或一次性執行。

bouncer_request_grant

mcporter call bouncer bouncer_request_grant \
  commands='["aws ec2 describe-instances", "aws s3 ls"]' \
  reason="基礎設施檢查" \
  source="Private Bot (infra)" \
  trust_scope="private-bot-main" \
  ttl_minutes=30 \
  allow_repeat=true

Parameters: | 參數 | 必填 | 說明 | |------|------|------| | commands | ✅ | JSON array of AWS CLI commands | | reason | ✅ | 授權原因 | | source | ✅ | 來源標識 | | trust_scope | ✅ | 呼叫者 ID | | ttl_minutes | ❌ | 授權時長(1-60 分鐘,預設 30) | | allow_repeat | ❌ | 可重複執行(預設 true) | | account | ❌ | 目標帳號 |

bouncer_grant_execute

在已批准的 grant 內執行命令(精確匹配)。

mcporter call bouncer bouncer_grant_execute \
  grant_id="grant-abc123" \
  command="aws ec2 describe-instances" \
  trust_scope="private-bot-main"

bouncer_grant_status

mcporter call bouncer bouncer_grant_status grant_id="grant-abc123"

Grant vs Trust

| 維度 | Grant Session | Trust Session | |------|---------------|---------------| | 模式 | 白名單(精確命令) | 黑名單(排除高危) | | 觸發 | Agent 主動申請 | 審批者選擇信任 | | 匹配 | 命令精確匹配 | trust_scope + account | | 適用 | 可預測的命令清單 | 互動式探索 | | 上傳 | 不支援 | 支援(quota 限制) |


SAM Deployer

bouncer_deploy

mcporter call bouncer bouncer_deploy \
  project="bouncer" \
  reason="更新功能" \
  source="Private Bot (Bouncer deploy)"

bouncer_deploy_status / bouncer_deploy_cancel / bouncer_deploy_history / bouncer_project_list

mcporter call bouncer bouncer_deploy_status deploy_id="deploy-xxx"
mcporter call bouncer bouncer_deploy_cancel deploy_id="deploy-xxx"
mcporter call bouncer bouncer_deploy_history project="bouncer" limit=5
mcporter call bouncer bouncer_project_list

Account Management

bouncer_list_accounts / bouncer_add_account / bouncer_remove_account

mcporter call bouncer bouncer_list_accounts
mcporter call bouncer bouncer_add_account account_id="111111111111" name="Production" role_arn="arn:aws:iam::111111111111:role/BouncerRole" source="Bot"
mcporter call bouncer bouncer_remove_account account_id="111111111111" source="Bot"

AWS 帳號

| 帳號 | ID | 說明 | |------|-----|------| | 2nd (主帳號) | 190825685292 | 直接使用 Lambda execution role | | Dev | 992382394211 | 透過 assume role BouncerExecutionRole | | 1st | 841882238387 | 透過 assume role BouncerExecutionRole |


Other Tools

bouncer_get_page

當命令輸出超過 3500 字元自動分頁,用此 tool 取後續頁面。

mcporter call bouncer bouncer_get_page page_id="abc123:page:2"

bouncer_list_safelist

列出命令分類規則。


Command Classification

| Type | Behavior | Examples | |------|----------|----------| | BLOCKED | 永遠拒絕(含原因 + 建議) | iam create-*, sts assume-role | | DANGEROUS | 特殊審批(⚠️ 高危警告) | delete-bucket, terminate-instances | | SAFELIST | 自動執行 | describe-*, list-*, get-* | | APPROVAL | 需要 Telegram 審批 | start-*, stop-*, create-* |


CloudFormation Stacks

  • clawdbot-bouncer - 主要 Bouncer
  • bouncer-deployer - SAM Deployer 基礎建設

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Yes

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript, streaming

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract"
curl -s "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript",
    "streaming"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": true,
  "inputSchemaRef": "https://github.com/qwer2003tw/bouncer#input",
  "outputSchemaRef": "https://github.com/qwer2003tw/bouncer#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:57:31.336Z",
  "sourceUpdatedAt": "2026-02-24T19:57:31.336Z",
  "freshnessSeconds": 4424192
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:54:03.972Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:31.336Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:31.336Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/qwer2003tw/bouncer#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:57:31.336Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Qwer2003tw",
    "href": "https://github.com/qwer2003tw/bouncer",
    "sourceUrl": "https://github.com/qwer2003tw/bouncer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/qwer2003tw-bouncer/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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