Format supplied prose with configurable word-prefix emphasis while preserving its text. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Organize IP evidence, application drafts and portfolio questions for qualified review. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Create, revise, validate, or package Bot Generator Bot agent specifications and runnable MetaHarness agents using its CLI or MCP. Use for this repository's agent creation workflow, not unrelated chatbot products.
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Translate a sanitized cURL request into an explicit API contract draft and integration requirements. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Compare supplied religious passages with explicit translation, historical and interpretive boundaries. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Draft a bounded legacy-style YAML role configuration with explicit permissions and compatibility limits. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Explain classroom chemistry observations and fictional potion concepts without unverified safety claims. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Offer optional supportive conversation for people in hospital or rehabilitation settings. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Turn supplied API descriptions into a reviewable integration plan with explicit authentication and host compatibility gaps. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Compose an image prompt with subject, composition and style layers while labeling unverified generator parameters. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Guide a structured thought record with tentative thinking-pattern labels and one question at a time. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Identify negotiable contract terms and draft options with commercial tradeoffs and legal review questions. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Continue an interactive story with explicit choices and a portable state summary. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Refine task prompts and propose controlled comparisons without claiming to change model settings or activate plugins. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Compare supplied availability and draft a meeting proposal without accessing calendars or sending invitations. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Develop an evidence based business plan spanning customers, product, operating costs, hiring and governance. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Create original clue based mysteries and adjudicate guesses against supplied game state. Use for this Bot Generator Bot template; creates drafts or simulations within its declared scope.
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Run Open Claude Code (OCC) for coding tasks and verify its CLI installation. Use when asked to use OCC, select its provider, or perform a bounded coding task through its CLI.
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Diagnose Open Claude Code installation, provider authentication, skill discovery, and CLI failures. Use when OCC fails to start, returns errors, or cannot find an installed skill.
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Verify Open Claude Code package integrity, release tests, and automation evidence. Use when asked whether an OCC release is published, tested, or fully automated.
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Audit an existing SPARC run without changing it when the user asks for gate readiness, trace integrity, evidence coverage, or an independent delivery review.
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Safely resume an interrupted or handed-off SPARC run from its verified persisted state without duplicating mutations or skipping unfinished gates.
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Run an engineering goal through the gated SPARC phases when the user wants a new implementation, integration, redesign, or other substantial delivery workflow.
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Optimize AgentDB performance with quantization (4-32x memory reduction), HNSW indexing (150x faster search), caching, and batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors.
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