knowledge-integration-and-workflow-tool-adapters

knowledge-integration-and-workflow-tool-adapters is a skill for Claude Code, Codex from echoVic/blade-code. It costs 192 tokens per session (2,865 once invoked), scanned A, a copy of knowledge-tool-and-automation-platform, MIT.

An integration layer that turns built-in services and external tool definitions into tools an agent can discover and use.

In plain words
What is it for?
It is for registering built-in tools, connecting MCP tools, loading tools on demand, and injecting session-specific browser, language-server, memory, planning, and workflow services.
Why use it?
Without this layer, each service would need its own connection to the session and agent. It also controls which tools are available and when deferred tools are activated.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: names the SlashCommand tool.

Good fit It is for registering built-in tools, connecting MCP tools, loading tools on demand, and injecting session-specific browser, language-server, memory, planning, and workflow services.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/echovic/blade-code/integration-and-workflow-tool-adapters
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add echoVic/blade-code --skill integration-and-workflow-tool-adapters
Clone the repo
git clone --depth 1 https://github.com/echoVic/blade-code

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for knowledge-integration-and-workflow-tool-adapters

README.md
[![agentmods](https://agentmods.dev/badge/skills/echovic/blade-code/integration-and-workflow-tool-adapters/github.svg)](https://agentmods.dev/skills/echovic/blade-code/integration-and-workflow-tool-adapters)
Your own site
<a href="https://agentmods.dev/skills/echovic/blade-code/integration-and-workflow-tool-adapters"><img src="https://agentmods.dev/badge/skills/echovic/blade-code/integration-and-workflow-tool-adapters/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for knowledge-integration-and-workflow-tool-adapters

Your own site · 80×15
<a href="https://agentmods.dev/skills/echovic/blade-code/integration-and-workflow-tool-adapters"><img src="https://agentmods.dev/badge/skills/echovic/blade-code/integration-and-workflow-tool-adapters.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 192 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,865 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 89% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00192 $0.02865
Opus 5.5 $0.00077 $0.01146
Sonnet 5.5 $0.00038 $0.00573
Haiku 4.5 $0.00019 $0.00286

Measured 1mo ago against content hash 0dbf1bc341c3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

knowledge-integration-and-workflow-tool-adapters scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

89% identical to knowledge-tool-and-automation-platform — 127 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.trae/knowledges/tool-and-automation-platform/integration-and-workflow-tool-adapters/SKILL.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Module Structure

该组件不实现领域核心状态,而是把 Session 拥有的服务、注册表和资源快照适配为统一 Tool[]。静态单例工具与依赖注入工厂在 getBuiltinTools 汇合,再由 SessionRuntime 加入动态 MCP 工具和按 Agent 的 allow/deny 过滤。

Directory Layout

  • packages/cli/src/tools/builtin/index.ts — 内置工具组合根与条件注入
  • packages/cli/src/tools/builtin/system/ — ToolSearch、Skill、SlashCommand、AskUserQuestion 与 prompt artifact
  • packages/cli/src/tools/builtin/task/ / team/ / goal/ — Agent 工作流适配器
  • packages/cli/src/tools/builtin/mcp/ / lsp/ — MCP 内容/任务与 Session LSP 查询适配器
  • packages/cli/src/tools/builtin/web/ — WebFetch/WebSearch、缓存和 Provider fallback
  • packages/cli/src/tools/builtin/config/ / memory/ / plan/ / worktree/ — 配置、记忆、模式和工作区适配器

Key Entry Points

  • getBuiltinTools() in packages/cli/src/tools/builtin/index.ts — 依据 Session 能力构造完整内置目录
  • toolSearchTool in packages/cli/src/tools/builtin/system/ToolSearchTool.ts — 搜索并激活 deferred schema
  • createMcpTool() in packages/cli/src/mcp/createMcpTool.ts — 将外部 MCP tool definition 转换为 Blade Tool
  • SessionRuntime.registerBuiltinTools() in packages/cli/src/agent/runtime/SessionRuntime.ts — 注入 Session-owned Browser/LSP/资源

API Surface

getBuiltinTools

  • getBuiltinTools(options?) — 返回当前 Session 的工具数组,并为需要状态的领域调用工厂
  • browserRuntime — 提供时加入六个 Browser 工具,否则不暴露 Browser 能力
  • lspManager / lspResources — 仅 manager available 时加入 LSP,并传给子代理
  • agentTeamsEnabled — 唯一控制 Team 工具是否进入目录的显式能力门
  • agentResources / modelResources — 固定当前 Session 的 Agent、Skill、命令与模型资源
  • userPromptArtifactStore — 提供时加入 ReadPromptArtifact

Domain Adapter Factories

  • createGoalTools() / createTaskListTools() / createTeamTools() — 把持久状态和协调服务包装为工具
  • createSkillTool() / createSlashCommandTool() — 加载 Markdown 扩展并把约束返回给主对话
  • createLspTool() / createBrowserTools() — 绑定 Session-owned runtime,避免模块级跨会话状态
  • createMcpContentTools() / createMcpTaskTools() — 暴露当前 MCP catalog 与异步任务,而外部 MCP 方法由 createMcpTool() 动态生成

ToolSearch

  • select:<name,...> — 按精确名称返回 function declarations 并标记已加载
  • 普通 query — 搜索名称、显示名、描述、分类和标签,并受 max_results 限制

Read the full file on GitHub · 105 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 105 lines · 192 tokens per session scan A 0dbf1bc341c3

Subscribe to this mod's changes

knowledge-integration-and-workflow-tool-adapters is a skill published in the GitHub repository echoVic/blade-code (181 stars, last pushed 3d ago), licensed MIT. It adds 192 tokens to every session and 2,865 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 89% identical to knowledge-tool-and-automation-platform, differing in 127 lines, and is treated as a copy.

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