feat: enhance runner configuration and loading mechanism for auto_memory module

[KavyaSree2610]

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[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
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@@                Coverage Diff                 @@
##             auto-memory/dev     #177   +/-   ##
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  Coverage                   ?   72.40%           
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  Files                      ?       48           
  Lines                      ?     3015           
  Branches                   ?        0           
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  Hits                       ?     2183           
  Misses                     ?      832           
  Partials                   ?        0           

Flag	Coverage Δ
ghcp	31.87% <15.51%> (?)
integration	35.58% <15.51%> (?)
ollama_local	33.36% <15.51%> (?)
slow-browser	21.49% <0.00%> (?)
slow-other	38.83% <15.51%> (?)
unit	69.98% <100.00%> (?)

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Files with missing lines	Coverage Δ
src/microbots/auto_memory/cli.py	100.00% <100.00%> (ø)
src/microbots/auto_memory/config.py	100.00% <100.00%> (ø)
src/microbots/auto_memory/orchestrator.py	100.00% <100.00%> (ø)
src/microbots/auto_memory/runners/base.py	100.00% <100.00%> (ø)
src/microbots/auto_memory/workspace.py	100.00% <ø> (ø)

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[Copilot]

Pull request overview

This PR extends the auto_memory module to support configurable “runner” implementations (via dotted import paths or file-path specs) and threads an explicit iteration output_dir through the runner context to better support the produce → validate loop.

Changes:

• Add runner / runner_params to task YAML config, with validation and defaults.
• Implement runner resolution/loading in the CLI, supporting both module and file-based runner specs.
• Extend IterationContext with output_dir and propagate it through the orchestrator; update and add tests accordingly.

Reviewed changes

Copilot reviewed 8 out of 8 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
test/auto_memory/test_config.py	Adds coverage for new runner/runner_params config defaults, parsing, and validation.
test/auto_memory/test_cli.py	Adds unit tests for _load_runner_class runner resolution for dotted and file-path forms.
test/auto_memory/runners/test_writing_bot_runner.py	Updates runner tests for the new IterationContext(output_dir=...) requirement.
src/microbots/auto_memory/workspace.py	Updates workspace layout docs to reflect agent-written memory artifacts.
src/microbots/auto_memory/runners/base.py	Adds output_dir to IterationContext and documents its intent.
src/microbots/auto_memory/orchestrator.py	Populates IterationContext.output_dir with the per-iteration candidate path.
src/microbots/auto_memory/config.py	Introduces runner selection fields and validation in TaskConfig.
src/microbots/auto_memory/cli.py	Implements dynamic runner loading + wiring in run_from_yaml.

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[Copilot]

Pull request overview

Copilot reviewed 8 out of 8 changed files in this pull request and generated 2 comments.