explore
Skill0 starsChanged 8 months agoMITView on GitHub
Navigate the StackQL provider hierarchy interactively. Discover services, resources, methods, and fields for any provider. Use natural language or direct provider paths.
67 other projects use a version of this.
Adopted by
Most recently taken up by
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- NemesLaszlo/claude-code-harnesstheir own version, first seen Nov 8, 2026
- yuri-xyz/skillstheir own version, first seen Nov 8, 2026
- edwinidrus/dragonhoardtheir own version, first seen Nov 8, 2026
- matthewwong525/WongStacktheir own version, first seen Nov 8, 2026
- lumpcode/lumpcodetheir own version, first seen Nov 6, 2026
Used with
Projects with it also use agent-context-isolation, agentica-infrastructure and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
parcadeiSkillagent-context-isolation
Agent Context Isolation
Also in 3 projects that use this
parcadeiSkillagentica-infrastructure
Reference guide for Agentica multi-agent infrastructure APIs
Also in 3 projects that use this
- +10 more from parcadei
Other versions67 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 67
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- JordanCoin/codemap★ 710same name
- ZimoLiao/scholaraio★ 585same name
- strands-agents/box★ 503same name
- andreasmolnardev/dashwise-next★ 465same name
- ai-analyst-lab/ai-analyst★ 304same name
- striderZA/OpenCodeGameStudios★ 118same name
- exmergo/dex★ 116same name
57 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository10 other files it gives its agents.
- auth-setupSkill
- install-stackqlSkill
- notebook-cellSkill
- notebookSkill
- pull-providerSkill
- querySkill
- read-memoriesSkill
- scaffold-stackSkill
- setup-ciSkill
- stackql-docsSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 58 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Follow these steps in order.
- Very specific: line 23
If not found, delegate to /stackql-skills:install-stackql and then continue.
- Very specific: line 40
If the target provider is not installed, delegate to /stackql-skills:pull-provider <provider> and then continue.
- Distinctive: line 82
If the user asks for more detail on a specific resource:
- Distinctive: line 115
After presenting results, suggest what the user can do next:
- Very specific: line 118
Run a query: /stackql-skills:query <example>
“Common” is measured: kept by at least 6 in 10 of the 58 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
You are helping the user explore StackQL providers to discover available services, resources, and their schemas.
Input: $@
Follow these steps in order.
Step 1 - Check StackQL is installed
command -v stackqlIf not found, delegate to /stackql-skills:install-stackql and then continue.
Step 2 - Parse the input
Determine what level of the hierarchy the user wants to explore:
- Just a provider name (e.g.,
google,aws) -> show services - Provider.service (e.g.,
google.compute) -> show resources - Provider.service.resource (e.g.,
google.compute.instances) -> show fields and methods - Natural language (e.g., "how do I manage S3 buckets in AWS?") -> identify the provider and navigate to the relevant resource
Step 3 - Ensure the provider is pulled
stackql exec "SHOW PROVIDERS;" --output jsonIf the target provider is not installed, delegate to /stackql-skills:pull-provider <provider> and then continue.
Step 4 - Explore the hierarchy
Level 1: Provider -> Services
stackql exec "SHOW SERVICES IN <provider>;" --output jsonPresent as a list. If the user included a question or keyword, filter to relevant services using LIKE:
stackql exec "SHOW SERVICES IN <provider> LIKE '%<keyword>%';" --output jsonLevel 2: Service -> Resources
stackql exec "SHOW RESOURCES IN <provider>.<service>;" --output jsonPresent as a list with resource names and descriptions.
Level 3: Resource -> Fields and Methods
Show the resource schema:
stackql exec "DESCRIBE <provider>.<service>.<resource>;" --output jsonShow available methods (what SQL operations map to which API calls):
stackql exec "SHOW METHODS IN <provider>.<service>.<resource>;" --output jsonPresent the fields as a table (name, type, description) and list the available methods with their SQL verb mappings (SELECT, INSERT, DELETE, EXEC, etc.).
Level 4: Extended details
If the user asks for more detail on a specific resource:
stackql exec "DESCRIBE EXTENDED <provider>.<service>.<resource>;" --output jsonThis shows additional metadata including required parameters and provider-specific details.
Step 5 - Suggest example queries
Based on the resource being explored, generate 2-3 example StackQL queries the user could run:
For a SELECT-capable resource:
SELECT <key_fields>
FROM <provider>.<service>.<resource>
WHERE <required_params>;For an INSERT-capable resource:
INSERT INTO <provider>.<service>.<resource> (<fields>)
SELECT <values>;For EXEC methods:
EXEC <provider>.<service>.<resource>.<method>
@param1 = 'value1';Step 6 - Offer navigation
After presenting results, suggest what the user can do next:
- Drill deeper into a specific service or resource
- Run a query:
/stackql-skills:query <example> - Search docs:
/stackql-skills:stackql-docs <topic> - Set up auth if not configured:
/stackql-skills:auth-setup <provider>
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