Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
gha-matrix-builds - Skill - OpenSmartRoute
Skillv1.0.0
gha-matrix-builds
See `content/06-decision-tree.xml`. The tree starts from a concrete observable signal and routes each branch to a `<conclusion ref="rule-id">` resolved against `content/01-core-rules.xml`. Use it when
Imported from faionfaion/faion-network (skills/faion/knowledge/infra/gha-matrix-builds/AGENTS.md). Install upstream with npx skills add faionfaion/faion-network --skill gha-matrix-builds. Copyright stays with the author.
One-paragraph: Generates a matrix-strategy config (axes + include/exclude + fail-fast policy + per-combination artifacts + concurrency) for parallel multi-OS / multi-version testing. The methodology pins the artefact shape, ties every conclusion to a rule, and routes the operator via a decision tree that always terminates either on an applicable rule or on skip-this-methodology. Apply when preconditions hold; skip via the tree otherwise.
Ефективно для:
Libraries що мають підтримувати кілька версій runtime (python 3.10/3.11/3.12).
Multi-OS support (ubuntu, macos, windows) — cross-platform testing.
Combinatorial test coverage (db × cache × language version).
Per-combination artifacts (different binaries per OS/arch).
Applies If (ALL must hold)
Code must be verified on ≥2 versions/platforms.
Tests are runnable in parallel without shared mutable state.
Runner minutes budget allows N×M jobs per build (cost-aware).
Per-combination outputs (binaries, reports) are useful downstream.
Skip If (ANY kills it)
Single platform / single language version — matrix overhead is gratuitous.
Tests share state and cannot run concurrently — matrix flakes immediately.
Runner budget constrained and N×M > 5× the value of the coverage.
Validate produced artefact against the schema in content/02-output-contract.xml
CI on each artefact change; pre-commit; --self-test in unit run
Related
Parent: pro/infra/cicd-engineer/AGENTS.md
[[finops-framework]]
[[gitops-core-principles]]
Decision tree
See content/06-decision-tree.xml. The tree starts from a concrete observable signal and routes each branch to a <conclusion ref="rule-id"> resolved against content/01-core-rules.xml. Use it whenever you are unsure whether this methodology applies — the tree always terminates either on an applicable rule or on skip-this-methodology.
Use it
Copy one of these into your project. Installing also returns the manifest and these snippets.
yaml
targets:
- https://api.opensmartroute.ai/api/v1/registry/faionfaion-faion-network-gha-matrix-builds/manifest # or paste the manifest below
Manifest
An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.
{
"ocm": "1",
"id": "faionfaion-faion-network-gha-matrix-builds",
"kind": "skill",
"name": "gha-matrix-builds",
"description": "See `content/06-decision-tree.xml`. The tree starts from a concrete observable signal and routes each branch to a `<conclusion ref=\"rule-id\">` resolved against `content/01-core-rules.xml`. Use it whenever you are unsure whether this methodology applies — the tree always terminates either on an applicable rule or on `skip-this-methodology`.",
"publisher": "faionfaion",
"version": "1.0.0",
"capabilities": {
"domains": [
"math"
],
"tags": [
"skill-md",
"github-agents"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"See `content/06-decision-tree.xml`. The tree starts from a concrete observable signal and routes each branch to a `<conclusion ref=\"rule-id\">` resolved against `content/01-core-rules.xml`. Use it whenever you are unsure whether this methodology applies — the tree always terminates either on an applicable rule or on `skip-this-methodology`."
],
"primary": false,
"metadata": {
"source": {
"provider": "github-agents",
"repository": "https://github.com/faionfaion/faion-network",
"path": "skills/faion/knowledge/infra/gha-matrix-builds/AGENTS.md",
"ref": "8e31684537e64d45c75264b1e0a2384f9b024a34",
"url": "https://github.com/faionfaion/faion-network/blob/8e31684537e64d45c75264b1e0a2384f9b024a34/skills/faion/knowledge/infra/gha-matrix-builds/AGENTS.md",
"key": "faionfaion/faion-network/skills/faion/knowledge/infra/gha-matrix-builds/AGENTS.md"
}
},
"instructions": "# GitHub Actions — Matrix Builds\n\n## Summary\n\n**One-sentence:** Generates a matrix-strategy config (axes + include/exclude + fail-fast policy + per-combination artifacts + concurrency) for parallel multi-OS / multi-version testing.\n\n**One-paragraph:** Generates a matrix-strategy config (axes + include/exclude + fail-fast policy + per-combination artifacts + concurrency) for parallel multi-OS / multi-version testing. The methodology pins the artefact shape, ties every conclusion to a rule, and routes the operator via a decision tree that always terminates either on an applicable rule or on `ski",
"cost": {
"context_tokens": 997
}
}
Fetch it by URL: GET /api/v1/registry/faionfaion-faion-network-gha-matrix-builds/manifest?version=1.0.0
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