CLAWHUB Agents

ingest: { "user_message" : " I prefer coffee now instead of tea. " , "assistant_message" : " Preference updated. " , "source_session_id" : " session-42 " } Example transcript append: { "role" : " user " , "source_type...

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cognitive_memory_system.py hot_memory_manager.py hot_memory_manager.py install.sh install.sh memory_adapter.py memory_adapter.py requirements-cognitive.txt requirements-cognitive.txt requirements-cpu.txt requirements-...

ory is derived from the new transcript message revision logic decides ADD , UPDATE , SUPERSEDE , EXPIRE , NOOP , MERGE , or REJECT derived memory, entity links, lane membership, vectors, and audit events are updated P...

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POST /compose POST /run_background GET /memories GET /memory/{memory_id} GET /memory/{memory_id}/history GET /memory/{memory_id}/active GET /memory/{memory_id}/chain GET /memory/{memory_id}/evidence GET /insights/pend...

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Name Last commit message Last commit date parent directory .. cognition cognition docs docs embeddings embeddings entities entities evaluation evaluation examples/ session-start examples/ session-start hot_memory hot_...

mutable local transcript logging with sessions , transcript_messages , and memory_evidence transcript-first ingest flow: append transcript first, derive memory second evidence-backed revision chains for SUPERSEDE , EX...

% local and offline-capable deterministic and inspectable bounded prompt assembly minimal infrastructure no graph database no cloud services no migration-first runtime complexity Architecture flowchart LR AGENT["Local...

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_time" : " 10:43 PM " , "arrival_time" : " 12:30 AM " , "duration" : " 2 hr 47 min " , "stops" : 0 , "price" : 84 , "is_best" : true } ] } Troubleshooting "401 no token provided" error This can happen when the underly...

ght-search ORD CDG --date 2026-05-01 --output json Options positional arguments: origin Origin airport code (e.g., DEN, LAX, JFK) destination Destination airport code options: --date, -d Departure date (YYYY-MM-DD) [r...

- no API key required. Installation # one-liner curl -fsSL https://raw.githubusercontent.com/Olafs-World/flight-search/main/install.sh | bash # using uv (recommended) uv tool install flight-search # or pip pip install...

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e Last commit date parent directory .. flight_search flight_search tests tests AGENTS.md AGENTS.md CHANGELOG.md CHANGELOG.md README.md README.md SKILL.md SKILL.md _meta.json _meta.json install.sh install.sh pyproject....

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prises Small and medium teams Startups Nonprofits BY USE CASE App Modernization DevSecOps DevOps CI/CD View all use cases BY INDUSTRY Healthcare Financial services Manufacturing Government View all industries View all...

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