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Agentic AI Atlas · GAP-PROMPT-004: Prompt Inspection Tooling
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GAP-PROMPT-004: Prompt Inspection Tooling overview

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docs/harness-features-backlog/gaps/prompt-engineering/GAP-PROMPT-004.md
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GAP-PROMPT-004: Prompt Inspection Tooling
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GAP-PROMPT-004: Prompt Inspection Tooling
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docs/harness-features-backlog/gaps/prompt-engineering/gap-prompt-004
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# GAP-PROMPT-004: Prompt Inspection Tooling | Field | Value | |-------|-------| | Category | prompt-engineering | | Priority | Medium | | Effort | M | | Status | Partial | ## Description Provide tooling to inspect the fully assembled prompt sent to harnesses, including strata boundaries, token counts per section, and capability projections. ## Current State The `instructions:*` commands are partial and phase-centric. No way to see the full assembled prompt with all sections, token breakdown, or strata boundaries. ## Target State An `instructions:inspect` command shows the complete prompt assembly with strata labels, token counts per section, and cache-stability annotations. Useful for debugging prompt regressions and optimizing token usage. ## Dependencies - [GAP-PROMPT-001](../prompt-engineering/GAP-PROMPT-001.md) -- strata model for meaningful inspection ## Key Files | Component | Path | |-----------|------| | Prompts module | `packages/sdk/src/prompts/` | | Instructions CLI | `packages/sdk/src/cli/` | | CC prompt phrasing analysis | [`11-prompt-phrasing-analysis.md`](../../11-prompt-phrasing-analysis.md) -- Full document catalogs the exact prompt sections that inspection tooling should surface | ## Recommendation Phase 3 implementation. Add `instructions:inspect` CLI command that renders the full prompt with metadata annotations.
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