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