dsh-weneed
We Need 模式包装(DeepSeek Harness 插件):把「we need to ...」思维链引导规范(源自 scp3500/oh-we-need,MIT)做成 DSH 原生能力 —— weneed 工具(会话内一键注入)/ /weneed 命令 / WeNeed agent-preset(新会话常驻)
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We Need 模式包装(DeepSeek Harness 插件):把「we need to ...」思维链引导规范(源自 scp3500/oh-we-need,MIT)做成 DSH 原生能力 —— weneed 工具(会话内一键注入)/ /weneed 命令 / WeNeed agent-preset(新会话常驻)
Client-side writing panel for the DeepSeek Harness: project volumes, library, search, and evolution tab with inline version-chain diff and SVG thread graph.
Display-layer translation for the DSH web app: thinking chain, task cards, and optional answer text, in 8 target languages (local Ollama / any OpenAI-compatible or Anthropic endpoint / Google / Bing, fail-open)
Observe-only hash-chained evidence receipts for DeepSeek Harness
Content-addressed receipts for skills actually loaded by DeepSeek Harness
AiFP Cognitive Memory — persistent memory MCP server for AI assistants. Chinese-first retrieval with causal chains, Hebbian associations and graph diffusion. 记忆感知系统
dsh plugin + agent preset that replicates opencode + oh-my-openagent (omo): opencode's toolchain and system prompt, omo's multi-role subagent orchestration, and browser-side omo role selection + per-role model/fallback settings.
Chain conversation view, sub-sessions and one-shot /btw Q&A for DeepSeek Harness — built on session primitives.
GrayPrint — live reasoning-style fingerprints for the DeepSeek Harness web chat. Compares grayscale-vs-current writing style by internal reasoning paragraphs and independently tracks Let me exploratory openers versus We need planning openers.
Deploy the ArchGraph ARGO toolchain, skills, and rules (schema, scripts, argo-init skill, global rule) with one command.
Lint your repo for chain-of-thought leakage — the session-transcript residue AI assistants leave in docs, comments, and commit-adjacent prose. Ships the cot-trim skill as an installable DeepSeek Harness plugin.
IDE engineering services for DeepSeek Harness: LSP diagnostics/navigation/rename, DAP debugging (debugpy + js-debug), and task-toolchain build/test/lint runs.
Cross-session memory with governance, self-evolution and an approval-gated write path for DeepSeek Harness. Heat-ranked recall, environment conventions, forgetting lifecycle, supersession chains, poisoning defense, auto-distillation, and an open measurement ABI.
DeepSeek Harness plugin: hide the raw chain of thought and show a summarized chain of thought produced by a small model (any Chat Completions-compatible API).
Agent-driven long-term memory for DeepSeek Harness: scoped memory (global + per-workspace), layered entries (fact/knowledge/episodic), time-bucket compaction (day→week→month→year), associative recall (related chains) + memory_relate navigation (multi-hop BFS closure), auto recall injection on user messages (CJK bigram search, tail append), agent-decided content.
DSH plugin: switch the language of the agent's thinking/reasoning process (简体中文, English, Русский, Français, Deutsch, Español, 日本語, 한국어 and more)
Reproducible multi-source release evidence for DeepSeek Harness
Audit deepseek-harness (DSH) plugins before install, guard them at runtime. Static verdict + pre-install audit protocol; supply-chain checks (typosquat, OSV); exfiltration & ransomware detection, honeypot canaries, integrity baseline. Alarm-only; blocks confirmed destructive ops.
Unofficial ChatGPT OAuth provider for DeepSeek Harness with strict native OS keychain storage
Hybrid model router for DeepSeek Harness: declarative rules, user-configurable cost control (cost-first / quality-first / balanced), optional LLM task classifier, and failure fallback chains.
Two-tier model router for DeepSeek Harness — automatic execution/judgment routing with LLM Judge, multi-model fallback chains, and exponential-backoff runtime failover. A DSH adaptation of pi-shift-router.
Content-addressed proof that a DeepSeek Harness profile declaration, pnpm lock and installed bundles agree
Native memory for DeepSeek Harness — auditable facts with evidence chains, powered by StateCore
Windows Git Bash fix for DeepSeek Harness (dsh): MSYS sandbox conflict + terminal inspector, plus the minimal-win collective-thinking preset (we/let's reasoning chain).