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Agentic AI Atlas · GAP-PROMPT-002: Deterministic Capability Projection
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GAP-PROMPT-002: Deterministic Capability Projection
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GAP-PROMPT-002: Deterministic Capability Projection
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# GAP-PROMPT-002: Deterministic Capability Projection | Field | Value | |-------|-------| | Category | prompt-engineering | | Priority | High | | Effort | M | | Status | Partial | ## Description Ensure that prompts deterministically reflect all available capabilities (installed plugins, active process library, available harnesses, feature flags) so that orchestrated harnesses have accurate knowledge of what they can do. ## Current State Capability projection is inconsistent. Skills from `skill:discover` may or may not appear in prompts. Plugin hooks influence behavior but are not projected. Process library binding changes available processes but prompts may not reflect this. ## Target State A capability collector queries all installed surfaces (plugins, skills, process library bindings, harness adapters, feature flags) and projects them into the runtime stratum of the prompt. Capabilities are deterministic -- same inputs always produce same prompt. ## Dependencies - [GAP-PROMPT-001](../prompt-engineering/GAP-PROMPT-001.md) -- needs strata model for runtime stratum - [GAP-ECO-004](../ecosystem/GAP-ECO-004.md) -- feature registry for flag projection ## Key Files | Component | Path | |-----------|------| | Prompts module | `packages/sdk/src/prompts/` | | Skill discovery | `packages/sdk/src/cli/` | | Plugin package reader | `packages/sdk/src/plugins/packageReader.ts` | | Process library | `packages/sdk/src/processLibrary/` | | CC prompt phrasing analysis | [`11-prompt-phrasing-analysis.md`](../../11-prompt-phrasing-analysis.md) -- Section 11 (Environment Context Assembly) documents capability injection patterns | ## Recommendation Phase 2 implementation. Build a capability collector that queries all installed surfaces and projects collected capabilities into the runtime stratum of the prompt.
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