32 lines
1.2 KiB
Org Mode
32 lines
1.2 KiB
Org Mode
:PROPERTIES:
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:ID: 0e050a09-7d5d-43c4-8de4-8762fffd3255
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:CREATED: [2026-03-31 Tue 20:28]
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:EDITED: [2026-04-07 Tue 13:42]
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:END:
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#+TITLE: SKILL: Long-Horizon Planning Agent (Universal Literate Note)
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#+STARTUP: content
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#+FILETAGS: :planning:meta-cognition:long-horizon:psf:
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* Overview
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The *Long-Horizon Planning Agent* manages complex, multi-step tasks that exceed the context window of standard LLMs. It uses an Org-mode *Dynamic Task Tree* to track progress, summarize completed sub-tasks, and prune irrelevant execution branches.
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* Phase A: Demand (PRD)
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:PROPERTIES:
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:STATUS: DRAFT
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:END:
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** 1. Purpose
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Enable the agent to maintain focus and coherence over tasks spanning 100+ steps (SWE-bench parity).
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** 2. User Needs
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- *Hierarchical Planning:* Break large goals into a nested tree of Org headlines.
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- *Context Compression:* Automatically summarize the results of child sub-trees into their parent nodes.
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- *Branch Pruning:* Meta-cognitive review to stop execution of failed or redundant paths.
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- *Self-Correction:* Adjust the plan dynamically based on environmental feedback.
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** 3. Success Criteria
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*** TODO Dynamic Task Tree Generation
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*** TODO Context Compression Verification
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*** TODO Branch Pruning Logic Effectiveness
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