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FormatForge for DeepSeek Harness: forge any file format (pdf/docx/xlsx/pptx/eml/toml/...) into AI-readable structured data. v1.0.0 (PRODUCTION-READY, protocol frozen): 协议冻结(v1.x 向后兼容)+ v0.14.0 全部 7 项 P0+P1 + 5 项 audit 修复(4 bug + 1 性能)。测试基线 567 passed。Thin
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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。
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DeepSeek Harness bundle wiring the @forgeax/game MCP server, its bundled ForgeaX Skills, and a workspace guard into a DSH profile.
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DSH extension suite: runtime injector, task-aware reasoning-mode routing preset, cross-session mailbox, agent teams, model delegation, skill manager, and plugin-manager UI.
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Conversation history recall for DeepSeek Harness: search the original text of every session (like searching chat records) — literal/fuzzy/semantic retrieval, fully local & offline. AI never forgets what you told it.
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DeepSeek Harness tools for self-hosted Gitea and Forgejo instances.
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Cross-session long-term memory for DeepSeek Harness (dsh): durable JSON-file memory store with memory_save / memory_recall / memory_forget / memory_list model tools, installable as a dsh bundle.
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Generic stateless dialogue compression that mimics human memory — forgetting-curve bounded context for LLM conversations, with a ready-to-use adapter module for DeepSeek Harness (DSH).
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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.
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Persistent memory for DeepSeek Harness: per-conversation notes, selective injection, project memory, semantic Vault search (bge-m3, free optional key) and automatic retrieval — agents stop forgetting.
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Forge plugins for DeepSeek Harness: gate computing + TCM + memory (13 tools). Install via `dsh plugin add github:jinguanghai/deepseek-harness-forge-plugins`.
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Project-level persistent memory plugin for deepseek-harness — auditable Markdown memory files with load / upsert / finalize / forget tools.
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需求锻造:需求澄清、提示词提炼与经验沉淀。把模糊的编程需求锻造成可执行规格,并在每次任务完成后沉淀为可自动复用的个人提示词模板库。
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Codex-style per-session memory for DeepSeek Harness: qualified sessions auto-distill into per-session drafts (rollout_summaries); manual add/change/forget runs only on explicit user request; layered disclosure (summary + registry); idempotent integration watermark. / 一会话一草稿记忆插件:合格会话自动提炼草稿;手动增/改/忘仅在显式请求时执行;分层披露(总纲+注册表);幂等整合水印。
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人脑式上下文压缩逻辑 — DeepSeek Harness 上下文压缩统一协同层: 集成 dsh-argp / dsh-compaction-instant / dsh-headroom / dsh-sgme / dsh-memory-vault / dsh-mcp-lens / dsh-context-doctor,提供统一配置、工具协调与验证机制。适配 DSH 0.1.5。
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Persistent cross-session memory plugin for DeepSeek Harness: workspace-scoped durable facts with model-facing memory_write/list/search/forget tools and bounded prompt injection
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DSH 助手消息锻造台:可创建/修改/注入测试用 assistant 消息,并可导入识别 session.jsonl(.zstd) 会话日志。
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Generate llms.txt for DeepSeek Harness (dsh) plugin repositories from package.json + README — AI-readable discovery files with zero runtime dependencies. CLI + agent-callable llms_forge tool.
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Generate a README.md for DeepSeek Harness (dsh) plugin repositories from package.json + cordis.patch.yml + source layout — deterministic, zero runtime dependencies, read-only by default. CLI + agent-callable readme_forge tool.
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Mnemosyne memory for DeepSeek Harness: remember / recall / forget / stats / sleep tools, embedded skill, auto-setup, optional auto-sync/prefetch, a Settings panel, and a managed memory dashboard. Data lives under ~/.dsh/mnemosyne.
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Forgetting engine for AI agents — memory TTL, decay, eviction, audit. The opposite of memory programming.
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ThunderForge · 宇宙无敌雷霆霹雳炫光 — 励志做 0 元以内最 nb 的 DSH 插件(产品目标):一站式 DSH 插件开发套件(单一 Bundle)
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AI-native DSH 插件生成工具:forge_plugin 工具让 AI 自发发现能力缺口、子代理开发、迁移为独立 git 仓库并自动提交与热挂载
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DSH web plugin: a star button beside the composer that rewrites the current draft into a clearer prompt, combining PromptForge rule diagnosis with the session's own default model.