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index: add proposal {task.id} to proposal index

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@@ -39,646 +39,76 @@ Summary: Proposal for the Foreman Probe to develop model probe tasks specificall
=== Crimson Leaf Holdings -- Task c780182c-02fc-4495-8ee8-6fb922b3be41 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe to create model probe tasks that integrate LLM into the physical world. This addresses the need to test planning in complex, multi-domain environments.
Summary: Proposal for the Foreman Probe to create model probe tasks that integrate LLM reasoning capabilities with real-world construction project scenarios. This addresses the gap in comprehensive benchmarking of LLMs by employing Foreman-generated, real-world tasks, differing from prior proposals by emphasizing the practicality and applicability of the Foreman's task generation within the context of actual project execution environments.
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=== Crimson Leaf Holdings -- Task 5854bb37-54a0-47ca-8a01-3c02fbc5a228 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe to develop a suite of automated, self-evaluating probe tasks that simulate end-to-end construction project management scenarios, enabling continuous LLM performance monitoring. This fills the gap in real-time validation of LLM reasoning within the Foreman's operational pipeline, differing from prior proposals by focusing on dynamic, self-updating probes rather than static task definitions.
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=== Crimson Leaf Holdings -- Task 17935379-986b-456a-b612-ed4346b665d6 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: This proposal outlines the creation of advanced, adversarial probe tasks designed to deliberately stress-test the failure modes of complex agentic systems. It addresses the critical gap in preemptive failure identification by moving beyond mere success/failure rates to quantify logical decay across multi-step processes. This differs from previous efforts by systematically modeling common points of operational breakdown that are difficult to observe during standard execution testing.
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=== Crimson Leaf Holdings -- Task c2f47674-7c64-435b-91c1-365a9afd4d04 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to model probe tasks created by the Foreman to benchmark and evaluate LLM capabilities. This fills the gap in accurate assessment of LLM performance by simulating the task creation processes used by the Foreman, enabling precise validation of agentic reasoning in controlled scenarios. It differs from prior proposals by concentrating on detailed modeling of the Foreman's task generation mechanisms, rather than broader workflows, adversarial testing, or real-world integrations, providing an essential building block for subsequent specialized probes.
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=== Crimson Leaf Holdings -- Task 0963ac2b-fc54-44cf-84d6-5479f8bc502b ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to establish a comprehensive framework for modeling probe tasks created by the Foreman to benchmark and evaluate LLM capabilities across all operational dimensions. This fills the gap in holistic performance assessment by integrating task generation, real-world scenarios, adversarial stress-testing, and continuous monitoring into a unified validation system. It differs from prior proposals by synthesizing technical metrics, construction-specific workflows, failure mode analysis, and dynamic self-evaluation into a complete benchmarking ecosystem.
---
=== Crimson Leaf Holdings -- Task 403b5af5-dc0f-42d2-9e0b-76076c65e332 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to model probe tasks created by the Foreman to benchmark and evaluate LLM capabilities. This fills the gap in internal performance evaluation by providing a standardized testbed, differing from the general Incubation proposal by focusing specifically on technical validation metrics for the Foreman system.
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=== Crimson Leaf Holdings -- Task 9bbf2b06-946c-4058-bcc7-18828d0fdaa5 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to model probe tasks created by the Foreman to benchmark and evaluate LLM capabilities. This fills the gap in internal evaluation by providing a focused framework for testing LLM performance in Foreman-specific scenarios. It differs from prior proposals by emphasizing the direct application of these tasks in operational contexts, integrating both technical metrics and practical workflows for more robust validation.
---
=== Crimson Leaf Holdings -- Task 8a9ad04b-b49f-4053-a063-c6fdb562927a ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to model probe tasks created by the Foreman to benchmark and evaluate LLM capabilities. This proposal fills the gap in having a reusable, version-controlled set of benchmarks for consistent LLM evaluation, differing from earlier proposals by focusing on establishing a core repository rather than specialized or adversarial testing.
---
=== Crimson Leaf Holdings -- Task ce98f9be-b3c1-4ca3-b8f6-05533f01aca6 ===
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to create model probe tasks that emulate the Foreman's task generation process. It addresses the gap in having a comprehensive understanding of LLM performance in various contexts, differing from prior proposals by focusing on emulation rather than simulation or direct testing.
---
### Crimson Leaf Holdings -- Task 832d6a65-226e-4bf0-ab95-d82faf30c121
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to develop adaptive probe tasks that can self-modify based on LLM performance feedback, filling a gap in current benchmarking by introducing iterative learning capabilities into the test framework. This differs from prior static or predefined probe tasks by enabling the system to evolve and focus on revealing emerging LLM limitations over time.
---
### Crimson Leaf Holdings -- Task 878bf735-5a90-4642-89e0-1efcbfcb7051
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to integrate and evaluate the effectiveness of previously developed probe tasks within new, unforeseen LLM scenarios. This addresses the gap in cross-scenario validation by leveraging pre-existing probes to test LLM adaptability and performance in novel contexts, differing from prior proposals by focusing on the reuse and adaptation of existing frameworks rather than purely on creation or emulation.
---
### Crimson Leaf Holdings -- Task e8dfe704-2f1f-449f-8f4f-815585ea2f04
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to model probe tasks created by the Foreman to benchmark and evaluate LLM capabilities. This fills the gap in performance evaluation by providing a structured approach to assessing LLM capabilities in Foreman-generated tasks. It differs from prior proposals by focusing on the creation of a standardized set of probe tasks that can be used consistently across different evaluations.
---
### Crimson Leaf Holdings -- Task ebb1a61a-d91a-4ed3-8138-7a31a095f568
Date: 2026-04-29
Status: AWAITING DAVID'S APPROVAL
Summary: Proposal for the Foreman Probe project to create a unified benchmarking platform that consolidates all current probe task frameworks into a single, interoperable system. This fills the gap in fragmented evaluation methodologies by enabling seamless integration of construction-specific, adversarial, and dynamic probe tasks under one standardized interface. It differs from prior proposals by focusing on system integration and scalability rather than isolated task creation or specialized testing scenarios.