feat: integrate LogAnalysisBot for enhanced failure analysis in auto_memory

[KavyaSree2610]

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[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
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##             auto-memory/dev     #175   +/-   ##
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  Files                      ?       48           
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  Hits                       ?     2128           
  Misses                     ?      832           
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Flag	Coverage Δ
ghcp	32.19% <16.92%> (?)
integration	35.84% <16.92%> (?)
ollama_local	33.85% <16.92%> (?)
slow-browser	21.89% <0.00%> (?)
slow-other	39.59% <16.92%> (?)
unit	69.42% <100.00%> (?)

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

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[Copilot]

Pull request overview

This PR integrates LogAnalysisBot into the auto_memory failure-analysis pipeline so callback failures can be summarized using LLM-based log analysis, with new YAML-configurable analyzer settings.

Changes:

• Add analyzer configuration fields (analyzer_model, analyzer_max_iterations, analyzer_timeout_s) to TaskConfig and YAML loading/validation.
• Update auto_memory.analyzer.analyze_failure() to combine failed callback logs into a temp file and invoke LogAnalysisBot.
• Wire the new analyzer settings through Orchestrator.analyze_failure() into the analyzer.

Reviewed changes

Copilot reviewed 3 out of 3 changed files in this pull request and generated 7 comments.

File	Description
src/microbots/auto_memory/orchestrator.py	Passes analyzer settings from TaskConfig into analyze_failure() calls.
src/microbots/auto_memory/config.py	Introduces analyzer settings, YAML defaults, and validation for the new LogAnalysisBot integration.
src/microbots/auto_memory/analyzer.py	Replaces heuristic log-snippet extraction with LogAnalysisBot-driven analysis over a combined temp log file.

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[Copilot]

Pull request overview

Copilot reviewed 10 out of 10 changed files in this pull request and generated 1 comment.