dsh-failure-capsule
Local-first failure evidence capsules for DeepSeek Harness sessions
287 results
Local-first failure evidence capsules for DeepSeek Harness sessions
OpenTelemetry and Langfuse observability exporter for DeepSeek Harness: turn/step/tool/LLM spans, token and cost metrics, and sanitized LLM prompt/completion capture from the session/event stream, with async batching, bounded offline buffering, and retry with backoff.
Unified agent memory for DeepSeek Harness — one shared Obsidian vault for every agent (dsh, Codex, Claude, Hermes). Ships the dependency-free Python core (search/promote/adjudicate/forget), a vault template, and a dsh plugin with memory_search / memory_show / memory_submit / memory_status tools. · 统一 Agent 记忆系统:多 Agent 共享一个 Obsidian vault,附零依赖 Python core 与 dsh 插件。
Obsidian side-panel math memory agent for DeepSeek Harness: layered long-term memory, idea memo with proactive review reminders, unified note_recall retrieval plus dedicated note search/create/backlink tools. Ships as both a dsh plugin and an Obsidian community plugin.
DeepSeek Harness plugin (Cordis toolset) for reading, searching, and editing a local Obsidian vault, with optional Local REST API integration.
Provider-independent DSH document parsing powered by MinerU, with native background jobs, immutable results, and safe request coalescing.
Community DeepSeek Harness bundle for SCNet HPC: profile-based SSH, CPU/DCU Slurm jobs, cluster probing, compute-node diagnostics, and Hygon DCU/DTK guidance.
Privacy-minimal heuristic per-turn execution summaries for DeepSeek Harness
Page capability kit for DeepSeek Harness (dsh): composer-docked file tree / source control / terminal panels for the current session workspace, plus free multi-source web search (merged from dsh-free-search)
System-level task notifications for DeepSeek Harness (DSH): approval requests, awaited replies, and finished background jobs / subagents / workflows — pushed to the OS notification center with chimes, plus an in-app bell panel, toasts, and a clear button.
Agent trajectory governance & anomaly diagnosis for DeepSeek Harness: rebuild structured multi-branch trajectory trees from the session/event feed, keep observation-layer snapshots, and run three temporal anomaly strategies (loop deadlock / invalid retry / goal drift).
Session execution analytics and audit reports for DeepSeek Harness. Understand how your agent actually worked: steps, tool calls, failures, repeated actions, token usage and verification signals.
Observe-only hash-chained evidence receipts for DeepSeek Harness
统一 LLM 请求/响应检查器:调 reasoning effort、外部思考(think)导出、流量与包分析 —— DeepSeek Harness 插件
Host-only Obsidian integration for DeepSeek Harness: 25 on-demand vault, knowledge, attachment, link, editor, and command tools with an authenticated local IPC companion.
Self-evolving plugin for DeepSeek Harness: observes agent behavior, proposes improvements to its own skills/policies via LLM, validates them in a sandboxed trial agent, and applies versioned mutations with rollback.
Cross-session usage & cost observatory for dsh — daily token charts, cache hit ring, 90d/1y heatmaps, model and project breakdowns, adaptive color themes and CSV export in the web UI
DSH 插件:零侵入运行事实遥测——纯观察者(零工具注册/零 LLM 调用),session 结束时自动把任务/模型/工具/失败/状态/时长按一行一会话写入观测卡,附自动统计汇总区与 raw sidecar。Zero-intrusion run-fact telemetry for DeepSeek Harness: one row per session in the observation card + auto stats + raw sidecar.
The claude-obsidian-derived knowledge-suite skills (wiki, wiki-ingest, wiki-query, wiki-lint, save) as a DeepSeek Harness plugin, with attribution.
Obsidian-style [[wikilink]] mentions for the DeepSeek Harness web GUI: type [[ in the composer to fuzzy-search note titles and attach their contents to the prompt
Observe-only provenance ledger over public DeepSeek Harness runtime evidence
Multi-route high availability, fault isolation and observability for DeepSeek Harness. Route groups fail over between authorized provider routes on rate limits (429 / Retry-After), transport errors and auth/quota failures, with per-route quarantine (exponential backoff) and disablement.
Herdr control-plane plugin for DeepSeek Harness (DSH): observe and drive Herdr — a terminal workspace manager for AI coding agents — from DSH sessions
Background stream listeners that wake the DeepSeek Harness agent — put a watch on a command or file and receive new lines as in-session notices. Ships a daemon host so a watcher can run unattended for weeks.