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Agent Skill · 研究检索

ileap(ileap 搜索)

ileap 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

ileap 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 57,766。

总安装 424周安装 17GitHub Stars 3下载 137核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:ileap(ileap 搜索)
来源仓库:https://github.com/way-platform/skills
仓库路径:skills/ileap
安装命令:
npx skills add https://github.com/way-platform/skills --skill ileap
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/way-platform/skills --skill ileap

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

ileap 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景快速定位候选结果。可通过 npx skills add 命令从指定仓库安装并使用该技能。安装前建议确认权限范围、维护状态,以及是否会触发联网或文件读写操作。

可结合来源仓库和原始 README 进一步核验具体用法和功能边界。

来源仓库内路径:skills/ileap

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/way-platform/skills --skill ileap;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

ileap 怎么安装?

在终端执行 npx skills add https://github.com/way-platform/skills --skill ileap。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ileap 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

ileap 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

ileap 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

ileap 用的人多吗?

公开数据是累计安装 424 次,近一周安装 17 次,下载 137 次,GitHub 3 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

ileap 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
ileap

ileap 搜索 · 本页

4243接触敏感数据未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

iLEAP Technical Specifications

iLEAP extends the PACT Data Exchange Protocol with logistics emissions data types conforming to ISO 14083 and the GLEC Framework v3.1.

Implementation Order

  1. PACT base: Authentication (OpenID discovery + OAuth2 Client Credentials), GET /2/footprints, GET /2/footprints/{id}, POST /2/events. See references/pact-implementation-guide.md.
  2. iLEAP extensions: Embed ShipmentFootprint, TOC, HOC as DataModelExtensions in ProductFootprints.
  3. TAD endpoint: GET /2/ileap/tad with filtering and pagination.
  4. Conformance: Run ACT against your server.

Architecture Overview

Roles

RoleDescription
Transport Service UserPurchases transport (e.g., shipper)
Transport Service OrganizerProvides transport, subcontracts operations (e.g., LSP)
Transport OperatorCarries out transport (e.g., carrier)

Key invariant

All numeric values are Decimal -- JSON strings matching ^-?\d+(\.\d+)?$. Never use JSON numbers for iLEAP numeric fields.

Data Transactions

DTData typeProviderConsumerEndpoint
DT#1ShipmentFootprint (TCEs)Operator/OrganizerService UserGET /2/footprints
DT#2TOC or HOCOperator/OrganizerOrganizer/UserGET /2/footprints
DT#3TADOperatorOrganizer/UserGET /2/ileap/tad
  • DT#1: TCE-level emissions for a single shipment, wrapped in a ShipmentFootprint
  • DT#2: Emission intensity data at TOC (transport) or HOC (hub) cluster level
  • DT#3: Raw activity data (distance, mass, energy) for parties that cannot yet calculate emissions

Data Model Quick Reference

ShipmentFootprint

PropertyTypeReqDescription
massDecimalMFreight mass in kg
volumeDecimalOFreight volume in CBM
shipmentIdStringMShipment identifier
tcesTCE[]MNon-empty array of TCEs

TCE (Transport Chain Element)

PropertyTypeReqDescription
tceIdStringMUnique TCE id
prevTceIdsString[]OIDs of preceding TCEs (ordering)
tocIdStringM*TOC id (*one of tocId/hocId required)
hocIdStringM*HOC id (*one of tocId/hocId required)
shipmentIdStringMShipment id
massDecimalMFreight mass in kg
distanceGLECDistanceMOrigin-destination distance
transportActivityDecimalMTransport activity in tkm
co2eWTWDecimalMWTW GHG emissions in kgCO2e
co2eTTWDecimalMTTW GHG emissions in kgCO2e

TOC (Transport Operation Category)

PropertyTypeReqDescription
tocIdStringMUnique TOC id
modeTransportModeMTransport mode
energyCarriersEnergyCarrier[]MEnergy carriers (shares must sum to 1)
co2eIntensityWTWDecimalMWTW intensity per transportActivityUnit
co2eIntensityTTWDecimalMTTW intensity per transportActivityUnit
transportActivityUnitStringM"tkm" or "TEUkm"

HOC (Hub Operation Category)

PropertyTypeReqDescription
hocIdStringMUnique HOC id
hubTypeHubTypeMHub type
energyCarriersEnergyCarrier[]MEnergy carriers (shares must sum to 1)
co2eIntensityWTWDecimalMWTW intensity per hubActivityUnit
co2eIntensityTTWDecimalMTTW intensity per hubActivityUnit
hubActivityUnitStringM"tonnes" or "TEU"

EnergyCarrier

PropertyTypeReqDescription
energyCarrierEnergyCarrierTypeMEnum value
emissionFactorTTWDecimalMkgCO2e per unit
emissionFactorWTWDecimalMkgCO2e per unit
relativeShareDecimalMFraction of total energy (0–1). Must be "1" if only one carrier.

TAD (Transport Activity Data)

PropertyTypeReqDescription
activityIdStringMUnique activity id
consignmentIdsString[]MConsignment identifiers
distanceGLECDistanceMOrigin-destination distance
originLocationMOrigin location
destinationLocationMDestination location
departureAtDateTimeMISO 8601 UTC departure
arrivalAtDateTimeMISO 8601 UTC arrival
modeTransportModeMTransport mode

Enum values

  • TransportMode: Road, Rail, Air, Sea, InlandWaterway
  • HubType: Transshipment, StorageAndTransshipment, Warehouse, LiquidBulkTerminal, MaritimeContainerTerminal
  • EnergyCarrierType: Diesel, HVO, Petrol, CNG, LNG, LPG, HFO, MGO, Aviation fuel, Hydrogen, Methanol, Electric
  • PackagingOrTrEqType: Box, Pallet, Container-TEU, Container-FEU, Container
  • Feedstock: Fossil, Natural gas, Grid, Renewable electricity, Cooking oil

JSON schemas

Located at references/ileap-data-model/schemas/:

  • shipment-footprint.json, toc.json, hoc.json, tad.json
  • pcf-shipment-footprint.json, pcf-toc.json, pcf-hoc.json, pcf-tad.json

PACT Integration Rules

These are the most error-prone mappings when embedding iLEAP data into PACT ProductFootprints.

Common rules (all iLEAP types)

  • productCategoryCpc: MUST always be "83117"
  • packagingEmissionsIncluded: MUST be false
  • biogenicCarbonContent: SHOULD be "0"
  • extensions[].specVersion: MUST be "2.0.0"
  • One iLEAP extension per ProductFootprint (cannot mix SF + TOC etc.)

Per-type mapping

FieldShipmentFootprintTOCHOC
productIdsurn:...:shipment:{shipmentId}urn:...:toc:{tocId}urn:...:hoc:{hocId}
declaredUnit"ton kilometer""ton kilometer""kilogram"
unitaryProductAmountsum(tces[].transportActivity)"1""1000"
pCfExcludingBiogenicsum(tces[].co2eWTW)co2eIntensityWTWco2eIntensityWTW
dataSchema URL.../shipment-footprint.json.../toc.json.../hoc.json

productIds URN format

urn:pathfinder:product:customcode:vendor-assigned:{type}:{id}
urn:pathfinder:product:customcode:buyer-assigned:{type}:{id}

Where {type} is shipment, toc, or hoc.

dataSchema URLs

TypeURL
ShipmentFootprinthttps://api.ileap.sine.dev/shipment-footprint.json
TOChttps://api.ileap.sine.dev/toc.json
HOChttps://api.ileap.sine.dev/hoc.json

See references/pact-integration-examples.md for complete annotated JSON examples of each type.

HTTP API

Authentication

  1. Discover token endpoint: GET /.well-known/openid-configuration
  2. Obtain token: POST /auth/token with Basic Auth + grant_type=client_credentials
  3. Use token: Authorization: Bearer {token} on all API calls

See references/pact-implementation-guide.md for the full auth contract including request/response formats.

PACT endpoints

MethodPathDescription
GET/2/footprintsList ProductFootprints (with iLEAP extensions)
GET/2/footprints/{id}Get single ProductFootprint
POST/2/eventsAsync event notifications

Supports $filter query parameter (OData v4 subset) and limit pagination with Link header.

Required filterable fields (GET /2/footprints):

FieldOperators
productCategoryCpceq
productIds/any(id:(id eq '...'))any/eq
companyIds/any(id:(id eq '...'))any/eq
pcf/geographyCountryeq
createdgt, lt
updatedgt, lt

Combined filters using and must also be supported.

iLEAP endpoint

GET /2/ileap/tad?[filter params]&limit={n}
  • Filtering: query parameters as key-value pairs (e.g., ?mode=Road)
  • Pagination: limit param + Link: <url>; rel="next" header
  • Response: {"data": [TAD,...]}

Error codes

CodeHTTP StatusDescription
AccessDenied403Invalid or missing token
TokenExpired401Expired access token
BadRequest400Malformed request
NoSuchFootprint404Footprint ID not found
NotImplemented400Unsupported filter or feature

See references/known-issues.md for error code gotchas (e.g., NotImplemented is HTTP 400 not 501).

Conformance Testing & ACT

For a comprehensive guide on conformance tests, definitions, and requirements, please refer to the dedicated document: references/conformance-tests.md

Conformance levels

  1. Emissions Data Conformance: DT#1 + DT#2 (ShipmentFootprint, TOC, HOC via /2/footprints)
  2. Activity Data Conformance: DT#3 (TAD via /2/ileap/tad)

iLEAP Test cases

TCDescriptionEndpointExpected
TC001Get ProductFootprint with ShipmentFootprintGET /2/footprints200 + valid SF extension
TC002Get ProductFootprint with TOCGET /2/footprints200 + valid TOC extension
TC003Get ProductFootprint with HOCGET /2/footprints200 + valid HOC extension
TC004Get all TransportActivityDataGET /2/ileap/tad200 + valid TAD list
TC005Get filtered TADGET /2/ileap/tad?mode=Road200 + filtered results
TC006Get limited TADGET /2/ileap/tad?limit=1200 + max 1 result
TC007TAD with invalid tokenGET /2/ileap/tad403 AccessDenied
TC008TAD with expired tokenGET /2/ileap/tad401 TokenExpired
TC008 note: TC008 requires the server to issue short-lived tokens so ACT can wait for expiry. Most test servers skip this by issuing long-lived tokens — TC008 will then time out or fail.

PACT Test Cases (TC1-TC21)

The ACT tool also runs complementary PACT conformance test cases alongside iLEAP tests. Refer to references/pact-conformance-service/v2-test-cases-expected-results.md for full definitions.

Testability Classification:

  • Locally testable (13 tests): TC1-TC8, TC15-TC16, TC18-TC20. Can run against local mock servers (httptest.NewServer).
  • Deployment-only (5 tests): TC9-TC11, TC17, TC21. Verify HTTPS enforcement; only apply to real deployments.
  • Callback-dependent (3 tests): TC12-TC14. Require the server to POST back to a webhook URL, needing a mock listener.

Edge Cases:

  • TC15 (Published Event): Requires a valid CloudEvent format (type: "org.wbcsd.pathfinder.ProductFootprint.Published.v1", specversion: "1.0", with data.pfIds).
  • TC20 (OData $filter): The + character must be used as a space separator in the query string (not %20), as some implementations are sensitive to encoding.

Implementation Strategy: Unit Test Suite

When building an iLEAP-conformant API, strongly consider implementing the conformance test cases (TC001-TC008) and the PACT Required Test Cases (TC1-TC21) as a standalone integration or unit test suite within your language's native testing framework (e.g., go test, pytest, Jest).

Numbering Distinction: iLEAP and PACT test cases use separate numbering schemes. To avoid confusion, local Go tests use:

  • TestTC001_... through TestTC008_... for iLEAP TCs
  • TestPACT_TC01_... through TestPACT_TC20_... for PACT TCs

Why this matters:

  • Regression Protection: Ensures that changes to core routing, auth, and data modeling don't accidentally break conformity before running the official ACT tool.
  • SFC Certification: Conformance test cases are central to achieving SFC Certification. Automating these tests locally drastically shortens the feedback loop.
  • Mocking: Building local test suites allows you to mock database layers and quickly test HTTP handler edge cases (e.g., pagination behaviors, token expiration, OData filtering) without spinning up the entire stack.

ACT (Automated Conformance Testing)

  • Web UI: https://act.sine.dev
  • CLI: references/act/act.sh -- downloads and runs binary for current architecture (arm64/x86_64)
# Run against demo API (Check SINE Foundation Demo API for current credentials)
curl -sSf https://raw.githubusercontent.com/sine-fdn/act/main/act.sh |\
  bash -s -- test -b "https://api.ileap.sine.dev" -u "<demo-user>" -p "<demo-password>"
# Run against your own API
curl -sSf https://raw.githubusercontent.com/sine-fdn/act/main/act.sh |\
  bash -s -- test -b "<your-url>" -u "<user>" -p "<password>"

GitHub Actions integration:

act_test:
  name: ACT Test
  runs-on: ubuntu-latest
  steps:
    - uses: actions/checkout@v2
    - name: Run ACT
      run: |
        set -o pipefail
        curl -sSf https://raw.githubusercontent.com/sine-fdn/act/main/act.sh |\
        bash -s -- test \
        -b "${{ secrets.API_URL }}" \
        -u "${{ secrets.ACT_USER }}" \
        -p "${{ secrets.ACT_PASSWORD }}"

Important ACT constraints:

  • Public URL Requirement: PACT tests require a publicly reachable server. ACT delegates PACT tests to an external service that must reach the API over the internet. Local httptest servers cannot be tested with ACT directly.
  • No iLEAP-only flag — ACT always runs both PACT and iLEAP test suites
  • Known Failures:

- TC18/TC19 (OIDC): ACT crashes with a panic on local URLs. These tests pass on remote deployments. - TC8 (Expired token): ACT's handling is unreliable; the equivalent logic is covered by iLEAP TC008. PACT TC8 and TC18 are known failures even on the SINE reference API (api.ileap.sine.dev).

See references/act/README.md for full CLI options and coverage details.

Certification

SFC Certification Scheme extension for iLEAP Tool Providers

  • Eligibility: must be SFC Certified + implemented DT#1 and DT#2
  • Testing: ACT runs both PACT tests and iLEAP-specific tests
  • Mandatory: DT#1 and DT#2 tests must pass
  • Optional: DT#3 tests (recommended)
  • Remediation: up to 3 attempts at 2-week intervals
  • Validity: matches SFC Certification validity period

See references/pilot-certification.md for full certification process details.

Verification with SINE Demo API

The SINE Foundation hosts a public iLEAP-conformant server for testing.

Base URL

https://api.ileap.sine.dev

Credentials

Demo API credentials for the SINE reference server (including role-based accounts like transport_service_user and transport_service_organizer) are published in the SINE Foundation Demo API GitHub Repository.

Step-by-step verification

# 1. Discover OpenID configuration
curl -s https://api.ileap.sine.dev/.well-known/openid-configuration | jq .

# 2. Obtain access token
TOKEN=$(curl -s -X POST https://api.ileap.sine.dev/auth/token \
  -u "<demo-user>:<demo-password>" \
  -H "Content-Type: application/x-www-form-urlencoded" \
  -d "grant_type=client_credentials" | jq -r .access_token)

# 3. List all footprints
curl -s https://api.ileap.sine.dev/2/footprints \
  -H "Authorization: Bearer $TOKEN" | jq .

# 4. Get a specific footprint by ID
curl -s https://api.ileap.sine.dev/2/footprints/91715e5e-fd0b-4d1c-8fab-76290c46e6ed \
  -H "Authorization: Bearer $TOKEN" | jq .

# 5. List transport activity data
curl -s https://api.ileap.sine.dev/2/ileap/tad \
  -H "Authorization: Bearer $TOKEN" | jq .

# 6. Filter TAD by transport mode
curl -s "https://api.ileap.sine.dev/2/ileap/tad?mode=Road" \
  -H "Authorization: Bearer $TOKEN" | jq .

Navigating the Specs

iLEAP spec

The normative iLEAP spec is at references/ileap-extension/specs/index.bs (Bikeshed format, 3291 lines).

SectionTopicLines
#introductionOverview, PACT interop23-120
#definitionsISO14083 and auxiliary terms125-237
#business-casesBusiness cases 1-3239-312
#txnsData transactions DT#1-DT#3315-387
#data-modelData types (SF, TCE, TOC, HOC, TAD)624-1507
#dt-utility-sectionGLECDistance, Location, enums1510-1897
#http-rest-apiTAD endpoint, filtering, pagination1899-2050
#pcf-mappingPACT integration rules2052-2597
#conformanceConformance levels2600-2730
#appendix-bExample JSON (SF, TOC, HOC)2807-3049
#appendix-cConformance test cases TC001-TC0083050-3244

PACT spec

The PACT v2.1.0 spec is at references/pact-spec-v2/index.bs (Bikeshed format, 2520 lines).

SectionTopicLines
#introIntroduction, scope16-70
#terminologyTerm definitions73-121
#data-modelData model overview138-161
#dt-pfProductFootprint properties163-334
#dt-carbonfootprintCarbonFootprint properties337-646
#dt-datamodelextensionDataModelExtension827-852
#dt-declaredunitDeclaredUnit enum1089-1121
#api-authAuthentication flow1539-1564
#api-action-authAction Authenticate1591-1703
#api-action-listAction ListFootprints1706-1861
#api-action-getAction GetFootprint1863-1922
#api-action-eventsAction Events1925-2134
#api-error-responsesError codes table2135-2277

Grep patterns

# iLEAP: find a data type definition
grep -n '<dfn element>' references/ileap-extension/specs/index.bs

# iLEAP: find all required properties for a type
grep -n -A2 '<td>M$' references/ileap-extension/specs/index.bs

# iLEAP: find PACT mapping rules
grep -n 'MUST be set to\|MUST equal\|MUST contain' references/ileap-extension/specs/index.bs

# PACT: find property definitions
grep -n '<dfn>' references/pact-spec-v2/index.bs | head -40

# PACT: find all mandatory properties
grep -n '<td>M$' references/pact-spec-v2/index.bs

# PACT: find error codes
grep -n 'dfn>.*Denied\|dfn>.*Request\|dfn>.*Expired' references/pact-spec-v2/index.bs

Reference Files

Internal Skill References

FilePurpose
references/conformance-tests.mdiLEAP and PACT conformance tests definitions
references/pact-conformance-service/v2-test-cases-expected-results.mdPACT Conformance Service – V2 Test Cases & Expected Results
references/ileap-extension/specs/index.bsNormative iLEAP spec (Bikeshed source)
references/pact-spec-v2/index.bsPACT v2.1.0 spec (Bikeshed source)
references/pact-implementation-guide.mdPACT implementation steps (auth, endpoints, data model)
references/known-issues.mdImplementation gotchas and workarounds
references/demo-api-guide.mdiLEAP server implementation patterns
references/openapi.jsonOpenAPI contract (non-normative)
references/ileap-data-model/schemas/*.jsonJSON schemas for all iLEAP data types
references/pact-data-model/schema/data-model-schema.jsonPACT base data model schema
references/pact-integration-examples.mdAnnotated PACT integration JSON examples
references/act/README.mdACT CLI usage, test coverage
references/act/act.shACT runner script (detects arch, downloads binary)
references/pilot-certification.mdSFC certification process for iLEAP
references/whitepaper-v1.mdStrategic context only (not useful for implementation)

External References

LinkPurpose
SINE Foundation Demo APIExternal reference server implementation (Rust/Rocket)
Way Platform iLEAP GoWay's iLEAP implementation in Go

平台分布

Codex

35.93%
按下载量换算49

Claude

30.64%
按下载量换算42

Cursor

16.92%
按下载量换算23

Gemini CLI

8.02%
按下载量换算11

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

未通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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