Optimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
Optimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
- Primitives
- 10
- WAF pillars
- 4
- Manifest
- yes
- Root agent
- yes
SpecKit
fai-manifest.json · v0.9-rc1
The wiring contract. A conformant FAI Engine reads this manifest, resolves every primitive path, injects the shared context into each loaded primitive, and enforces the declared guardrails. The structure is identical for every play; the only thing that varies is the values.
{
"$schema": "https://frootai.dev/schemas/fai-manifest.schema.json",
"play": "59-ai-recruiter-agent",
"version": "1.0.0",
"context": {
"knowledge": [
"F1-GenAI-Foundations",
"O2-Agents",
"T2-Responsible-AI",
"T3-Production-Patterns"
],
"waf": [
"security",
"responsible-ai",
"reliability",
"cost-optimization"
]
},
"primitives": {
"agents": [
"./agents/primitive-1.agent.md",
"./agents/primitive-2.agent.md",
"./agents/primitive-3.agent.md"
],
"instructions": [
"./.github/instructions/primitive-1.instructions.md",
"./.github/instructions/primitive-2.instructions.md",
"./.github/instructions/primitive-3.instructions.md"
],
"skills": [
"./.github/skills/skill-1/",
"./.github/skills/skill-2/",
"./.github/skills/skill-3/"
],
"hooks": [
"./.github/hooks/hook-1/"
]
},
"infrastructure": {
"bicep": "./infra/main.bicep"
}
}WAF pillars enforced
- security
- responsible-ai
- reliability
- cost-optimization
Knowledge modules (derived)
- F1-GenAI-Foundations
- T3-Production-Patterns
- …see manifest
Reconstruction note: The upstream catalog ships derived metadata, not the literal manifest file. This SpecKit view rebuilds a structurally-valid manifest from the catalog fields (slug, version, WAF pillars, primitive counts, infra format flags). The actual file paths inside primitives.* are placeholders; the IDE deep-links open the real source tree.
Deploy this play
Opens portal.azure.com pre-loaded with this play's Bicep. Nothing provisions until you confirm there.
Open this play
Open in VS Code
Desktop · clones the FrootAI repo
Open in vscode.dev
Browser · no install needed · always works
Open in Cursor
Desktop · cursor:// URI scheme
Copy clone command
git clone https://github.com/frootai/frootai.git && cd frootai/frootai/plays
View on GitHub
Browse the play source in your browser
Desktop schemes (vscode://, cursor://) require the app installed. The vscode.dev link always works in the browser.
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