oceanbase/powercontext

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Not only memory but a full story.

Stars: 1.1k
Forks: 212
Open beginner issues: 0
Indexed issues: 62
Avg merge: 1d 11h
Merged PRs (30d): 199

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted

Beginner friendly Everything

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62 open issues indexed

bug: authenticated Codex MCP probe fails on /mcp URL redirect Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 65/100

oceanbase/powercontext#1661 · Opened Sep 19, 2026
fix(windows): resolve worker pipe typing and POSIX-only test assumptions Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

oceanbase/powercontext#1658 · 1 comment · Opened Sep 18, 2026
feat(memory): add bounded pagination for Memory changes and history Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1657 · Opened Sep 18, 2026
feat(memory): add bounded cursor pagination for Memory entries Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1656 · Opened Sep 18, 2026
feat(api): add Server protocol discovery and persistent deployment identity Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1655 · Opened Sep 18, 2026
feat(desktop): deliver a connect-only preview for existing Servers Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1654 · 1 comment · Opened Sep 18, 2026
Tracking Issue: evaluate and integrate Jev with PowerContext Open

ecosystem enhancement evaluation

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1649 · Opened Sep 18, 2026
evaluation(memory): assess Jev for duplicate and conflicting Memory candidates Open

ecosystem evaluation

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1648 · Opened Sep 18, 2026
feat: evaluate Experience and Skill applicability with Jev Open

ecosystem enhancement evaluation

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1647 · Opened Sep 18, 2026
example: demonstrate project-aware coding decisions with Jev and PowerContext Open

documentation ecosystem evaluation

oceanbase/powercontext#1646 · 2 comments · 1 assignee · Opened Sep 18, 2026
feat(work): add advisory Jev checks for Handoff and Task Outcome evidence Open

agent-interoperability ecosystem enhancement

oceanbase/powercontext#1645 · 1 comment · 1 assignee · Opened Sep 18, 2026
evaluation(context): assess Jev for semantic relevance and evidence coverage Open

ecosystem evaluation

oceanbase/powercontext#1644 · 1 comment · 1 assignee · Opened Sep 18, 2026
feat(memory): add an optional Jev reranker with comparative evaluation Open

ecosystem enhancement evaluation

oceanbase/powercontext#1643 · 1 comment · 1 assignee · Opened Sep 18, 2026
feat: support MiniMax embedding backend (non-OpenAI-compatible /v1/embeddings) Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

oceanbase/powercontext#1642 · 1 comment · Opened Sep 18, 2026
feat: configure the Web Dashboard / Server port through powercontext config Open

enhancement

oceanbase/powercontext#1641 · 1 assignee · Opened Sep 18, 2026
feat: explore replay-guided Context Policy optimization Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1635 · 3 comments · Opened Sep 17, 2026
feat: support viewing, switching, and rolling back artifact revisions in Dashboard Open

enhancement

oceanbase/powercontext#1634 · 1 comment · 1 assignee · Opened Sep 17, 2026
feat: add a Helm chart and Kubernetes deployment guide Open

oceanbase/powercontext#1609 · 3 comments · 1 assignee · Opened Sep 15, 2026
evaluation: add a bounded LoCoMo-Plus (cognitive memory) workload Open

evaluation

Difficulty 5/5 Over a week Newbie friendliness 38/100

oceanbase/powercontext#1601 · 1 comment · Opened Sep 14, 2026
RFC: define quality-aware Memory retrieval, forgetting, and reversible lifecycle Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

oceanbase/powercontext#1590 · 7 comments · Opened Sep 14, 2026
tracking(continuity): 宿主历史导入与可评估的上下文连续性 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

oceanbase/powercontext#1574 · Opened Sep 12, 2026
bug: flaky macOS native service lifecycle test Open

bug

oceanbase/powercontext#1571 · 1 comment · 1 assignee · Opened Sep 12, 2026
feat(context): add a recall sufficiency gate with bounded expansion to prepare_context Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1556 · Opened Sep 10, 2026
docs: add MAINTAINERS.md to document project maintainers Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 58/100

oceanbase/powercontext#1551 · 1 comment · Opened Sep 10, 2026
feat: expose all supported artifact families in the Dashboard Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

oceanbase/powercontext#1533 · Opened Sep 9, 2026
feat: consolidate Experience and evaluate Skill revisions (WikiSkill) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 32/100

oceanbase/powercontext#1508 · 1 comment · Opened Sep 8, 2026
feat: OrcaRouter provider support for PowerContext Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1474 · 1 reaction · Opened Sep 6, 2026
feat(web): add a read-only Memory entry viewer Open

oceanbase/powercontext#1454 · 1 assignee · Opened Sep 4, 2026
Tracking Issue: DSH reliability and cross-Agent PowerContext guidance Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1450 · 3 comments · Opened Sep 4, 2026
Tracking Issue: support distributed multi-replica Server and background workers Open

enhancement production-ready

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1430 · 1 comment · Opened Sep 2, 2026
feat: add bounded Project Bootstrap Context for cold starts Open

agent-interoperability enhancement

oceanbase/powercontext#1429 · 1 comment · 1 assignee · Opened Sep 2, 2026
Tracking Issue: deliver a secure PowerContext desktop control center Open

enhancement ui

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1428 · 3 comments · Opened Sep 2, 2026
research: validate a provenance-preserving context graph Open

enhancement evaluation

Difficulty 5/5 Over a week Newbie friendliness 30/100

oceanbase/powercontext#1427 · 1 comment · Opened Sep 2, 2026
evaluation: validate multi-resolution context projections and progressive retrieval Open

enhancement evaluation

oceanbase/powercontext#1426 · 3 comments · 1 assignee · Opened Sep 2, 2026
RFC: define retention, erasure, and lifecycle policies Open

enhancement production-ready

oceanbase/powercontext#1425 · 2 comments · 1 assignee · Opened Sep 2, 2026
RFC: define governed extension points for context generation and custom Artifacts Open

ecosystem enhancement

oceanbase/powercontext#1424 · 1 comment · 1 assignee · Opened Sep 2, 2026
Tracking Issue: deliver a bounded Source Connector SDK Open

ecosystem enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

oceanbase/powercontext#1423 · Opened Sep 2, 2026
Tracking Issue: build a governed evaluation and improvement loop Open

enhancement evaluation

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1422 · 1 comment · Opened Sep 2, 2026
feat: add portable export, backup, and restore Open

enhancement production-ready

oceanbase/powercontext#1421 · 2 comments · 1 assignee · Opened Sep 2, 2026
RFC: govern sharing and isolation for exact context assets Open

agent-interoperability enhancement production-ready

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1420 · Opened Sep 2, 2026
Tracking Issue: deliver interoperable Agent-to-Agent Handoff Open

agent-interoperability enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1419 · Opened Sep 2, 2026
Tracking Issue: manifest-driven installation outside the runtime CLI Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1406 · Opened Aug 31, 2026
Tracking Issue: deterministic Agent distributions from one canonical plugin Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1405 · Opened Aug 31, 2026
Review authority: `approve_artifact_candidate` is an agent-facing MCP tool, contradicting "a model … cannot approve … itself" (README.md:79, RFC 0051:35) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

oceanbase/powercontext#1391 · Opened Aug 29, 2026
feat: Supports importing existing data Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

oceanbase/powercontext#1384 · Opened Aug 28, 2026
feat: would like powercontext to launch and run in the background Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

oceanbase/powercontext#1383 · Opened Aug 28, 2026
Doc: example to use this repo via native SDK Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 68/100

oceanbase/powercontext#1365 · Opened Aug 26, 2026
Doc: FAQ document Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 62/100

oceanbase/powercontext#1364 · Opened Aug 26, 2026
Tracking Issue: deliver supported Source ingestion Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1363 · 2 comments · Opened Aug 26, 2026
Tracking Issue: lifecycle-aware Agent integrations Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

oceanbase/powercontext#1362 · Opened Aug 26, 2026

oceanbase/powercontext

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