MemRelay/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/Study & Knowledge Capture Practices.md

title, type, permalink, stable_id, scope, project_id, workspace_type, usage_profile_id, preference_context, document_type, revision, source_memory_ids, source_checkpoint_ids, source_file_ids, source_git_commit, source_git_commits, source_agent_sync_ids, model_connection, model_name, source_count, source_revisions, source_dispositions, cited_source_ids, job_cited_source_ids, conflicts, supersedes, preferences, source_cursor, source_hash, prompt_version, schema_version, curation_job_id, created_at, updated_at, tags

title	type	permalink	stable_id	scope	project_id	workspace_type	usage_profile_id	preference_context	document_type	revision	source_memory_ids	source_checkpoint_ids	source_file_ids	source_git_commit	source_git_commits	source_agent_sync_ids	model_connection	model_name	source_count	source_revisions	source_dispositions	cited_source_ids	job_cited_source_ids	conflicts	supersedes	preferences	source_cursor	source_hash	prompt_version	schema_version	curation_job_id	created_at	updated_at	tags
Study & Knowledge Capture Practices	curated	main/global/curated/7aee455b-24cc-4008-bdaf-443721e6f939/contexts/study-knowledge-capture-practices	293586da-c6d2-41da-9ea7-701e3974d19f	global	null	global	7aee455b-24cc-4008-bdaf-443721e6f939	global	context_study	9	d8161df6-3159-46c9-9402-c5ab30d1436e			null			Sub2API	openai/gpt-oss-20b	90	memory:5ed86f53-b53e-4534-8e51-d3a010069d5e memory:105b328f-4bda-4641-90a7-7282ef156316 memory:3f91189b-11a1-45bb-8357-4f413dc1609d 2 2 1	processed unchanged unsupported skipped 90 0 0 0	curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f memory:5ed86f53-b53e-4534-8e51-d3a010069d5e memory:105b328f-4bda-4641-90a7-7282ef156316 memory:3f91189b-11a1-45bb-8357-4f413dc1609d	curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f			statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Use aidocs/project_context.md as the only project note store. global curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status Query Vaultwarden before any sensitive action; exact match used directly. global curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f 1 true 1.0 current statement level workspace_types workspace_ids source_ids counterexample_source_ids occurrence_count explicit confidence status AI‑driven memory aggregation disabled by default. global curated_baseline:293586da-c6d2-41da-9ea7-701e3974d19f 1 true 1.0 current	571	b84354eb37ab531c5be3076d5c3f130399f235bc33c8cf9453cbfcecae042e49	2026-08-12.3	3	ef77eb26-e282-4e81-88c8-7d622d14ccc7	2026-08-08T07:55:45.147252+00:00	2026-09-16T03:09:16.406956+00:00	study global

Current Study Context (Global)

Project Activity Log

• Use aidocs/project_context.md as the sole source of project notes. The file has a fixed header and entries are added newest‑first with a second‑level timestamp containing what, why, validation, issues, next steps.

Credential Handling

• Before any exploratory login, SSH, database or API call, query Vaultwarden. If exactly one match, use it directly. New or updated credentials must be written to the password vault immediately; notes record only the entry name, purpose and usage method – never the secret itself.

Optional AI Assistance

• AI‑driven memory aggregation is disabled by default; the system will not load models or create a .git directory without explicit enable.

Tags

["study","global"]