ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plugin with skills + local MCP server driving the native ak_search engine over GB-scale trace files
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"algokiller": {
"cwd": "/ABS/PATH",
"env": {
"PYTHONUNBUFFERED": "1",
"ALGOKILLER_PLUGIN_ROOT": "/ABS/PATH"
},
"args": [
"-u",
"/ABS/PATH/server/algokiller_mcp.py"
],
"command": "python3"
}
}
}Are you the author?
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ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plugin with skills + local MCP server driving the native ak_search engine over GB-scale trace files
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ak:ciphertext-recovery密文 / header / token 反向还原加密、签名、编码算法的 Skill
ak:trace-analysis字段语义 / 执行流 / 检测点 / buffer 生命周期等开放问题的 Skill
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语言:中文 | English
面向 ARM64 trace 证据分析与算法/密文还原的 Claude 插件(同时兼容 Claude Code CLI 与 Claude Desktop App)。把 AlgoKiller 方法论打包为 skill,配本地 MCP server 驱动 native ak_search 引擎(14 个 subcommand,专攻 GB 级 trace)。
方法论 + ak_search 引擎原作:AlgoKiller by @lidongyooo 上游贡献
match/context/daemon三个核心子命令(mmap + BMH + 行号索引 + tab 协议 daemon)以及原始方法论 harness。 本仓库在此之上额外扩展了 11 个 native 子命令(regflow/producer/semop/lint/fold/callgraph/modgraph/hexblock/constscan/cryptoinstr/bytes,详见 tools/search/README.md)并把整套打包为 Claude 插件(Claude Code / Desktop 都能加载)。原始代码版权归上游作者;plugin 自身的扩展代码 MIT。
claude plugin marketplace add icloudza/algokiller-plugin
claude plugin install ak@ak-suite
更新:
claude plugin marketplace update
claude plugin update ak@ak-suite
Claude Code REPL 里也可以用
/plugin marketplace add ...//plugin install ...slash 等价命令。手动安装方式见下方 完整安装说明。
Cursor / Codex:本仓库也提供标准 stdio MCP server 配置示例。Cursor 可直接使用 .cursor/mcp.json;Codex 可复制 examples/mcp/codex.config.toml 到 ~/.codex/config.toml。详见 Cursor and Codex MCP setup。注意:非 Claude 客户端只能直接使用 MCP 工具,不会自动获得 Claude slash commands / skill 自动加载。
ak:ciphertext-recovery —— 密文 / header / token 反向还原加密、签名、编码算法ak:trace-analysis —— 字段语义 / 执行流 / 检测点 / buffer 生命周期等开放问题/ak: 命名空间)
/ak:ciphertext <trace> <task> —— 强激活:密文 / 算法还原模式/ak:general <trace> <task> —— 强激活:通用 trace 分析模式/ak:status —— 当前 session digest(绑定 / output_dir / ledger 摘要 / artifacts)/ak:rebind —— 同 trace 新 <timestamp>/ 重绑(多次分析对照不冲突)/ak:fold —— 折叠当前 trace(hash loop 类 99% 压缩,然后可选 rebind 到折叠版)bind_trace / pick_output_dir(弹原生目录选择器)/ write_artifact / list_artifacts / read_artifacttrace_search / trace_contexttrace_regflow(寄存器演化)/ trace_producer(找值的最近写入者)/ trace_semop(指令语义分类,11 类)trace_lint(一遍 JSON 体检)/ trace_fold(block-aware 折叠,115 MB → 1.1 MB)trace_callgraph(Top-K / xref)/ trace_modgraph(跨模块矩阵)/ trace_hexblock(call+args+hexdump+ret 结构化)trace_constscan(97 个 hash/cipher/ecc/crc/mac 常数指纹 — 95 个 scalar literal + 2 个 NEON SIMD 广播;含 MD5 init+T 表 / SHA-256 init+K 表 / SM3 init+T_j / SHA-3 / CRC32 / AES sbox+Te0 / SM4 / ChaCha20 / Poly1305 / SipHash / HMAC ipad-opad (scalar + SIMD) / P-256 / secp256k1 / Ed25519 / Curve25519;带 verdict 分级 real / real_simd / weak / alu_only;MD5.T[i] 等主循环常数附 block_count_estimate)/ trace_cryptoinstr(ARM Crypto Extensions 硬件指令:AES/SHA-1/SHA-256/SHA-512/SHA-3/SM3/SM4/GHASH)/ trace_bytes(hex 字面量含自动反序变体)run_static_tool —— 白名单调用系统 CLI(radare2 / binutils / LLVM / jtool2 / class-dump / ripgrep / jq)discipline_reminder;每 20 次附 discipline_full_reinjection 完整规则段hypothesis-reviewer —— 独立 context 蓝军,hypothesis_conclude(high) 之前主 agent spawn 它做独立证据审查。详见 docs/agents.md。trace-hexdump-extractor —— 大 hexdump 在子上下文里解析成结构化字段返回,主会话不被 raw bytes 淹没binary-static-inspector —— 包 Binary Ninja MCP / BinAssistMCP / run_static_tool,主会话只接收符号 / decompile 结论而非 50 KB disassemblyledger-curator —— 写交付物前的 ledger 一致性 audit,识别未引用的 concluded 假设PreCompact(auto) —— 长 scan 持锁中阻断 auto-compact + dump session 摘要到磁盘PreCompact(manual) —— 用户主动 /compact 时不阻断,仍 dump 摘要SessionStart(compact) —— compact 后注入 ledger 摘要 + [H<n>] 引用规则SessionStart(startup|resume) —— 自动装 pyright(驱动 .lsp.json)+ 环境诊断Stop —— 写 session-summary.mdSubagentStop —— 校验 hypothesis-reviewer 真的落了 `ma