skaiy

Issues somebody may already be working on are listed last. List everything by date

• skill IRI ownership follow-ups from #426 review / #426 复核遗留

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  skaiy/wild_agentos#452 · Opened Oct 9, 2026

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• tasks list/archive follow-ups from #434 review / #434 复核遗留

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  Difficulty 4/5 3-5 days Newbie friendliness 30/100

  skaiy/wild_agentos#451 · Opened Oct 9, 2026

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• security(high): gRPC ExecuteStage/ChatStream let callers redirect the server's LLM API key via llm_base_url; gRPC execution skips HTTP gates

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  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  skaiy/wild_agentos#450 · Opened Oct 9, 2026

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• perf(sse): avoid O(n²) frame scanning in next_frame / SSE 取帧避免 O(n²) 扫描

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  type:debt

  Difficulty 3/5 Half a day Newbie friendliness 65/100

  skaiy/wild_agentos#449 · Opened Oct 9, 2026

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• security: parse-before-auth ordering and unauthenticated read routes (found in #436 review)

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  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  skaiy/wild_agentos#447 · Opened Oct 9, 2026

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• test(invocations): tool-call usage follow-ups from #424 review / #424 复核遗留测试项

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  Difficulty 3/5 1-2 days Newbie friendliness 42/100

  skaiy/wild_agentos#446 · Opened Oct 9, 2026

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• bug(isolation): shared L2 blackboard relies on IRI subtrees; extract_task_iri mis-parses production task IRIs (iri://task_X/...)

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  skaiy/wild_agentos#445 · 1 comment · Opened Oct 9, 2026

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• security(low): input_ref artifact resolver reads the whole blob before the size check

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  Difficulty 3/5 Half a day Newbie friendliness 35/100

  skaiy/wild_agentos#442 · Opened Oct 9, 2026

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• security: GET /api/v1/skills/pipeline-runs is anonymous and lists every tenant's runs (triggered_by, IRIs, publisher scope)

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  Difficulty 3/5 1-2 days Newbie friendliness 25/100

  skaiy/wild_agentos#441 · Opened Oct 9, 2026

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• bug: streaming accumulator keeps only one of multiple tool calls sent in a single delta

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  Difficulty 2/5 1-3 hours Newbie friendliness 85/100

  skaiy/wild_agentos#440 · Opened Oct 9, 2026

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• security(low): agent checkpoints serialize full tracked_actions including bash commands and tool args

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  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  skaiy/wild_agentos#439 · Opened Oct 9, 2026

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• Invocation budgets (max_tool_calls, tokens, cost) are only checked after the run; no in-run cutoff

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  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  skaiy/wild_agentos#438 · Opened Oct 9, 2026

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• security: knowledge_extract calls the LLM endpoint directly with an env-var key, bypassing gateway, metering and outbound guard

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  skaiy/wild_agentos#437 · Opened Oct 9, 2026

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• Cancelled invocations should return usage incurred before cancel / 取消的调用应回传取消前已发生的 usage

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  type:fix

  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  skaiy/wild_agentos#428 · Opened Oct 9, 2026

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• docs(integrations): 平台嵌入样例——Dify / 万悟 / AgentScope 通过 MCP 调用 WAO 受治理本体工具 / Platform embedding samples

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  area:docs priority:P2 type:docs

  Difficulty 4/5 3-5 days Newbie friendliness 28/100

  skaiy/wild_agentos#423 · Opened Oct 9, 2026

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• feat(clients): 最小 Python / TS 客户端（由 proto/OpenAPI 生成）/ Minimal Python & TS clients

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  area:kernel priority:P2 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 20/100

  skaiy/wild_agentos#422 · Opened Oct 9, 2026

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• feat(pack): GxP 文档变更控制示例包 / GxP document change-control pack

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  area:kernel priority:P2 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  skaiy/wild_agentos#421 · Opened Oct 9, 2026

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• feat(pack): 设备运维 / 两票示例包 / Equipment-ops & work-permit example pack

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  area:kernel priority:P1 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  skaiy/wild_agentos#420 · Opened Oct 9, 2026

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• feat(ontology): 查询期可解释性——PDCA 步骤与工具调用落成 PROV 实体链 + SSE explain 事件（opt-in）/ Query-time explainability

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  area:kernel priority:P2 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  skaiy/wild_agentos#419 · Opened Oct 9, 2026

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• feat(ontology): 发布 wao.ttl 词表（审计 / PROV / 治理）/ Publish the WAO vocabulary

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  area:kernel priority:P2 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  skaiy/wild_agentos#418 · Opened Oct 9, 2026

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• feat(pack): EV 维修示例包——本体 + Skill + golden + 审计样例 / EV-repair example pack

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  Difficulty 5/5 Over a week Newbie friendliness 12/100

  skaiy/wild_agentos#417 · Opened Oct 9, 2026

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• feat(demo): 10 分钟本体治理 demo / 10-minute governed-ontology demo

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  area:docs area:kernel priority:P0 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  skaiy/wild_agentos#416 · Opened Oct 9, 2026

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• ops(helm): Helm chart（含 gVisor RuntimeClass 取值、PVC、Secret 外置）/ Helm chart

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

  skaiy/wild_agentos#415 · Opened Oct 9, 2026

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• ci(xinchuang): 信创兼容矩阵与发版冒烟（鲲鹏 arm64 / 麒麟 V10 / 统信 UOS / 海光）/ Xinchuang compatibility matrix & smoke

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  area:ops priority:P0 type:chore

  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  skaiy/wild_agentos#414 · Opened Oct 9, 2026

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• ops(doctor): doctor 诊断命令 + 脱敏支持包 + 交付验收清单 / doctor command & support bundle

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  area:kernel area:ops priority:P1 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  skaiy/wild_agentos#413 · Opened Oct 9, 2026

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• perf(footprint): 最低 / 推荐硬件配置与资源基线进 CI / Minimum hardware profile & resource baseline

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  area:ops priority:P1 type:chore

  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  skaiy/wild_agentos#412 · Opened Oct 9, 2026

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• ops(upgrade): 升级与回滚——数据目录版本号、升级前备份、迁移 dry-run、回滚演练进 CI / Upgrade, backup & rollback

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  area:kernel area:ops priority:P0 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 15/100

  skaiy/wild_agentos#411 · Opened Oct 9, 2026

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• ops(install): install.sh + systemd 单机一键部署，校准 docker-compose / One-command single-node install

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  area:ops priority:P0 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 32/100

  skaiy/wild_agentos#410 · Opened Oct 9, 2026

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• ops(offline): 离线安装包 / Offline installation bundle

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  area:ops priority:P0 type:feat

  Difficulty 4/5 Over a week Newbie friendliness 22/100

  skaiy/wild_agentos#409 · Opened Oct 9, 2026

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• ci(release): 核心二进制多架构发布 + 多架构镜像推送 + SBOM + 签名 / Multi-arch core release artifacts

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  area:ops priority:P0 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  skaiy/wild_agentos#408 · Opened Oct 9, 2026

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• ci(release): 移除误放的 Go SLSA 模板 workflow / Remove stray Go SLSA workflow

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  area:ops priority:P2 type:chore

  Difficulty 1/5 Under an hour Newbie friendliness 82/100

  skaiy/wild_agentos#407 · Opened Oct 9, 2026

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• docs(compliance): 等保 2.0（三级）控制点映射 + OWASP Agentic Top 10 自评（初版）/ MLPS 2.0 mapping & OWASP Agentic self-assessment

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  Difficulty 4/5 3-5 days Newbie friendliness 22/100

  skaiy/wild_agentos#406 · Opened Oct 9, 2026

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• docs(scope): OPEN-SOURCE-SCOPE.md——开源范围承诺与社区版/商业版对照 / Open-source scope commitment

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  Difficulty 3/5 Half a day Newbie friendliness 48/100

  skaiy/wild_agentos#405 · Opened Oct 9, 2026

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• docs(governance): MAINTAINERS.md + GOVERNANCE.md + 继任与连续性说明 / Maintainers, governance and continuity

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  Difficulty 3/5 1-2 days Newbie friendliness 38/100

  skaiy/wild_agentos#404 · Opened Oct 9, 2026

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• docs(release): 版本策略与 LTS（docs/VERSIONING）+ SECURITY.md 支持版本同步 / Versioning & LTS policy

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  Difficulty 3/5 Half a day Newbie friendliness 48/100

  skaiy/wild_agentos#403 · Opened Oct 9, 2026

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• docs(support): SUPPORT.md——社区支持与商业支持说明 / Community vs commercial support

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  Difficulty 2/5 1-3 hours Newbie friendliness 40/100

  skaiy/wild_agentos#402 · Opened Oct 9, 2026

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• feat(executor): 执行器接 MCP/A2A 工具调用并写入 tool_calls.transport / Wire MCP & A2A tools into executor tool_calls

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  area:kernel enhancement priority:P2 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 28/100

  skaiy/wild_agentos#401 · 1 comment · Opened Oct 9, 2026

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• robustness: embedding hot-reload leaves vector_store.bak-* forever; corrupt config_override.json silently rebuilt from {}

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  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  skaiy/wild_agentos#397 · Opened Oct 8, 2026

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• security: input_snapshot JSON validation parses into serde_json::Value (~9x memory amplification per upload)

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  Difficulty 3/5 1-2 days Newbie friendliness 42/100

  skaiy/wild_agentos#394 · 1 comment · Opened Oct 8, 2026

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• design(licensing): SDK/proto/schema 拆为 Apache-2.0 子树【需律师确认】/ Apache-2.0 subtrees for SDK, proto and schemas [LEGAL REVIEW REQUIRED]

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  area:docs priority:P2 type:docs

  Difficulty 5/5 Over a week Newbie friendliness 12/100

  skaiy/wild_agentos#391 · Opened Oct 8, 2026

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• chore(vendor): third_party/<name>/ 引入规范——UPSTREAM.toml、patches/、sync/check 脚本；CLA 与商业许可写明第三方代码不在覆盖范围（措辞需律师确认）/ Vendoring convention; third-party code outside CLA & commercial license

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  area:ops priority:P2 type:chore

  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  skaiy/wild_agentos#390 · 1 comment · Opened Oct 8, 2026

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• ci(supply-chain): cargo-deny 许可白名单（拒 BSL/SSPL/GPL/AGPL 第三方）+ cargo-about 生成 THIRD_PARTY_NOTICES / License allowlist with cargo-deny and generated third-party notices

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  area:ops priority:P1 type:chore

  Difficulty 4/5 3-5 days Newbie friendliness 30/100

  skaiy/wild_agentos#389 · 1 comment · Opened Oct 8, 2026

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• [security] 密钥检测补充 main 原本未覆盖的真实形态：ASIA、gho_/ghu_/ghs_/ghr_、xoxe-、sk_live_、"SecretAccessKey" / Secret scan follow-up: ASIA, gh[ousr]_, xoxe-, Stripe sk_live_, SecretAccessKey JSON

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  area:kernel enhancement priority:P2 type:feat

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  skaiy/wild_agentos#382 · Opened Oct 8, 2026

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• chore(ops): 部署清单改用固定镜像 tag/digest，并补充 .dockerignore（#349 follow-up）

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  Difficulty 3/5 1-2 days Newbie friendliness 50/100

  skaiy/wild_agentos#380 · Opened Oct 8, 2026

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• [security] MCP 出站 IP 分类缺 6to4/Teredo 解码和保留网段（provider 探测已拦）/ MCP outbound IP classifier misses 6to4/Teredo tunnels and reserved ranges that provider probes block

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  area:kernel bug type:fix

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

  skaiy/wild_agentos#376 · Opened Oct 8, 2026

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• [bug] 方法论 KG 种子走已废弃的无 claims write_quads，生产每次构建 SA 打 N 条 WARN 并误报 Seeded N / Methodology KG seed uses the claims-less write_quads shim: one WARN per methodology on every SA build and a false 'Seeded N'

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  area:kernel bug priority:P2 type:fix

  Difficulty 3/5 Half a day Newbie friendliness 55/100

  skaiy/wild_agentos#373 · Opened Oct 8, 2026

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• arch(a2a): A2A v1.0 入站设计稿——Task↔Invocation 映射、Agent Card 分层、鉴权与租户隔离（docs/35）/ A2A inbound design

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  area:docs area:kernel priority:P2 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 15/100

  skaiy/wild_agentos#371 · 1 comment · Opened Oct 8, 2026

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• arch(otel): OpenTelemetry 设计稿——GenAI semconv 版本锁定、span 模型、隐私与采样（docs/34）/ OpenTelemetry design

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  area:docs area:kernel priority:P2 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 8/100

  skaiy/wild_agentos#370 · 1 comment · Opened Oct 8, 2026

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• arch(identity): Agent 主体、委托上下文与 Cedar 策略设计稿——act 声明、RFC 8693、自签兜底、角色层级（docs/33）/ Agent identity & policy design

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  area:docs area:kernel priority:P1 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 15/100

  skaiy/wild_agentos#369 · 2 comments · Opened Oct 8, 2026

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• arch(sandbox): 外部沙箱接入设计稿——SandboxSessionProvider、ExecRequest(argv)、SandboxKey、fail-closed 模式（docs/32）/ External sandbox design

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  area:docs area:kernel priority:P1 type:feat

  Difficulty 5/5 Over a week Newbie friendliness 10/100

  skaiy/wild_agentos#368 · 2 comments · Opened Oct 8, 2026

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