Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub ยท Developer Tools
Sectors Financial Agents
Query financial market data from the Sectors API (api.sectors.app) for IDX (Indonesia Stock Exchange) and SGX (Singapore Exchange) markets. Use when the user...
skill openclawclawhub Free
Query financial market data from the Sectors API (api.sectors.app) for IDX (Indonesia Stock Exchange) and SGX (Singapore Exchange) markets. Use when the user...
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Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- references/idx-endpoints.md, references/sgx-endpoints.md, scripts/check_setup.py, SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
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- Download the package from Yavira.
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- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
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I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- aidityasadhakim
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Sectors API
Query IDX and SGX financial market data through the Sectors REST API. Full API docs: https://sectors.app/api
Constraints
ONLY make HTTP requests to https://api.sectors.app/v1. Never call any other domain, database, or external service. All endpoints are GET requests returning JSON. Never hardcode or guess an API key. Always read it from the SECTORS_API_KEY environment variable. If SECTORS_API_KEY is not set, prompt the user to set it: export SECTORS_API_KEY="your-api-key-here" or run the setup check script at scripts/check_setup.py.
1. Set the API key
The API key must be available as the SECTORS_API_KEY environment variable. # Option A: Set in your current shell export SECTORS_API_KEY="your-api-key-here" # Option B: Add to your shell profile (~/.bashrc, ~/.zshrc) for persistence echo 'export SECTORS_API_KEY="your-api-key-here"' >> ~/.bashrc # Option C: Use a .env file in the project root (see .env.example) For agent-specific configuration: Claude Code: claude config set env SECTORS_API_KEY your-api-key-here OpenCode: Set in ~/.config/opencode/config.json under env Cursor: Settings > Features > Environment Variables
2. Install the dependency
pip install requests
3. Verify setup (optional)
python scripts/check_setup.py
Making requests
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} response = requests.get(f"{BASE_URL}/subsectors/", headers=headers) data = response.json() The Authorization header takes the raw API key. Do NOT prefix it with Bearer.
Endpoint decision table
Pick the right endpoint based on what the user needs:
Market structure
User wantsEndpointRequired paramsList all subsectorsGET /subsectors/noneList all industriesGET /industries/noneList all subindustriesGET /subindustries/noneSGX sector listGET /sgx/sectors/none
Company discovery
User wantsEndpointRequired paramsCompanies in a subsectorGET /companies/?sub_sector={sub_sector}sub_sectorCompanies in a subindustryGET /companies/?sub_industry={sub_industry}sub_industryCompanies in a stock indexGET /index/{index}/indexCompanies with segment dataGET /companies/list_companies_with_segments/noneSGX companies by sectorGET /sgx/companies/?sector={sector}sector
Company details
User wantsEndpointRequired paramsFull company report (IDX)GET /company/report/{ticker}/tickerSGX company reportGET /sgx/company/report/{ticker}tickerListing performanceGET /listing-performance/{ticker}/tickerQuarterly financial datesGET /company/get_quarterly_financial_dates/{ticker}/tickerQuarterly financialsGET /financials/quarterly/{ticker}/tickerCompany segmentsGET /company/get-segments/{ticker}/ticker
Market data
User wantsEndpointRequired paramsDaily stock priceGET /daily/{ticker}tickerIndex daily dataGET /index-daily/{index_code}/index_codeIndex summaryGET /index/{index}/indexIDX total market capGET /idx-total/none
Rankings and screening
User wantsEndpointRequired paramsTop gainers/losersGET /companies/top-changes/none (all optional)Top companies by metricGET /companies/top/none (all optional)Top growth companiesGET /companies/top-growth/none (all optional)Most traded stocksGET /most-traded/none (all optional)SGX top companiesGET /sgx/companies/top/none (all optional) For full parameter lists and response schemas, see: references/idx-endpoints.md -- all 18 IDX endpoints references/sgx-endpoints.md -- all 6 SGX endpoints assets/endpoint-map.md -- quick-lookup table
Fetch a company report
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} ticker = "BBCA" params = {"sections": "overview,valuation,financials"} resp = requests.get(f"{BASE_URL}/company/report/{ticker}/", headers=headers, params=params) report = resp.json() print(report["company_name"]) print(report["overview"]["market_cap"]) Available sections: overview, valuation, future, peers, financials, dividend, management, ownership. Use all or omit for everything.
Get daily stock prices in a date range
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} ticker = "BBRI.JK" # Normalize: uppercase, strip .JK clean = ticker.upper().replace(".JK", "") params = {"start": "2025-01-01", "end": "2025-01-31"} resp = requests.get(f"{BASE_URL}/daily/{clean}", headers=headers, params=params) prices = resp.json() for day in prices: print(day["date"], day["close"], day["volume"])
Find top gainers and losers
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} params = { "classifications": "top_gainers,top_losers", "periods": "7d,30d", "n_stock": 5, "min_mcap_billion": 5000, } resp = requests.get(f"{BASE_URL}/companies/top-changes/", headers=headers, params=params) movers = resp.json() for stock in movers["top_gainers"]["7d"]: print(stock["symbol"], stock["price_change"])
List companies in an index
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} # Available: lq45, idx30, kompas100, jii70, idxhidiv20, srikehati, etc. resp = requests.get(f"{BASE_URL}/index/lq45/", headers=headers) companies = resp.json() for c in companies: print(c["symbol"], c["company_name"])
SGX company report
import os import requests API_KEY = os.environ["SECTORS_API_KEY"] BASE_URL = "https://api.sectors.app/v1" headers = {"Authorization": API_KEY} ticker = "D05" # DBS Group resp = requests.get(f"{BASE_URL}/sgx/company/report/{ticker}", headers=headers) report = resp.json() print(report["name"]) print(report["valuation"]["pe"]) print(report["financials"]["gross_margin"])
Ticker normalization
MarketRuleExampleIDXUppercase, strip .JK suffixbbca.jk -> BBCASGXUppercase, strip .SI suffixd05.si -> D05 Always normalize before passing to an endpoint.
Gotchas
Auth header format: Use Authorization: <raw_key>. NOT Bearer <key>. NOT Authorization: Bearer <key>. Date format: Always YYYY-MM-DD. Example: 2025-06-15. Date range limit: The /most-traded/ endpoint requires start and end dates within 90 days of each other. Kebab-case for subsectors and sectors: Use banks, financing-service, consumer-defensive. Not camelCase or snake_case. Nested response structure: Ranking endpoints (top-changes, top, top-growth) return objects keyed by classification, then by period. Always navigate both levels. # top-changes returns: { "top_gainers": { "7d": [...], "30d": [...] } } # top returns: { "dividend_yield": [...], "revenue": [...] } Market cap units: IDX values are in billion IDR (min_mcap_billion). SGX values are in million SGD (min_mcap_million). Default values matter: Many optional params default to "all" or specific values (e.g. n_stock defaults to 5, min_mcap_billion defaults to 5000). Be explicit when you need different behavior. Index codes: IDX index daily data uses lowercase codes: ihsg, lq45, idx30. Company-by-index uses the same codes. Quarterly financials approx flag: When approx=true, the API returns the closest available quarter if an exact match for report_date is not found. Company report sections param: Only appended to the URL when not "all". If you want all sections, omit the sections parameter entirely.
Available IDX indices
ftse, idx30, idxbumn20, idxesgl, idxg30, idxhidiv20, idxq30, idxv30, jii70, kompas100, lq45, sminfra18, srikehati, economic30, idxvesta28
Top companies classifications
IDX (/companies/top/): dividend_yield, total_dividend, revenue, earnings, market_cap, pb, pe, ps IDX growth (/companies/top-growth/): top_earnings_growth_gainers, top_earnings_growth_losers, top_revenue_growth_gainers, top_revenue_growth_losers IDX movers (/companies/top-changes/): top_gainers, top_losers SGX (/sgx/companies/top/): dividend_yield, revenue, earnings, market_cap, pe
Error handling
Always check the response status: resp = requests.get(url, headers=headers) if resp.status_code == 403: raise ValueError("Invalid or missing API key. Ensure SECTORS_API_KEY is set correctly.") if resp.status_code == 404: raise ValueError(f"Resource not found: {url}") if not resp.ok: raise RuntimeError(f"API error {resp.status_code}: {resp.text}") data = resp.json()
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
3 Docs1 Scripts
- SKILL.md
- references/idx-endpoints.md
- references/sgx-endpoints.md
- scripts/check_setup.py