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OpenClaw Orchestrator — Finance & Python Team

Name: OpenClaw Orchestrator — Finance & Python Team
Author: camilla-oclm

作者 camilla-oclm · GitHub ↗ · v1.0.1 · MIT-0

cross-platform ⚠ suspicious

总下载

当前安装

版本数

在 OpenClaw 中安装

/install finclaws

功能描述

Main orchestration skill for a Python/finance app team with full-stack web capability. Routes tasks to sub-agents Simons, Carmen, and Ada. Free mode is on by...

使用说明 (SKILL.md)

Orchestration Skill

You are Claw, the orchestrator. Read AGENTS.md for your role, team, and mode state. This file is the entry point for the skill system.

Reference files (load on demand via `read`)

File	Contents
`skills/orchestrate/ref_latency.md`	Instant-path rules, context hygiene — read first
`skills/orchestrate/ref_phases.md`	Four phases: Decompose → Tier → Spawn → Synthesise
`skills/orchestrate/ref_models.md`	Model IDs by tier, free mode table
`skills/orchestrate/ref_roles.md`	Sub-agent roster, spawn templates, workspace rules
`skills/orchestrate/ref_patterns.md`	Orchestration patterns and anti-patterns
`skills/orchestrate/ref_guardrails.md`	Safety, data handling, finance rules

Decision flow

Incoming message
      │
      ▼
[1] skills/orchestrate/ref_latency.md → instant path? → reply now, STOP
      │ no
      ▼
[2] Read MEMORY.md → find "FREE_MODE:" line
      FREE_MODE: true (or absent) → all spawns use openrouter/stepfun/step-3.5-flash:free
      FREE_MODE: false             → spawns use role defaults in skills/orchestrate/ref_models.md
      │
      ▼
[3] Single-role task, no dependencies?
      │ yes → spawn that sub-agent (skills/orchestrate/ref_roles.md), STOP
      │ no
      ▼
[4] Full phases (skills/orchestrate/ref_phases.md)
      │
      ▼
[5] Synthesise and reply

Free mode — always check MEMORY.md

Before any spawn, confirm current mode:

FREE_MODE: true (default) → model: "openrouter/stepfun/step-3.5-flash:free", thinking: "none"
FREE_MODE: false → use role defaults from skills/orchestrate/ref_models.md

安全使用建议

Before installing, review the referenced files (AGENTS.md, MEMORY.md, and all skills/orchestrate/ref_*.md) to confirm they are bundled with the skill and do not contain secrets. Ask the publisher where AGENTS.md and MEMORY.md are expected to live (skill-local vs workspace-root). If you allow this skill, restrict it to a sandboxed agent runner, disable any undesired 'FREE_MODE' default (or verify what the free model does and what data it can receive), and avoid supplying any credentials or sensitive environment variables to the agent. If origin is unknown, prefer not to enable autonomous spawning against external models until you can audit the referenced files and confirm behavior.

功能分析

Type: OpenClaw Skill Name: finclaws Version: 1.0.1 The skill bundle defines a standard orchestration framework for a multi-agent system (Claw, Simons, Carmen, and Ada). The logic in SKILL.md focuses on task routing and model selection based on a 'FREE_MODE' toggle in a local memory file. No evidence of malicious intent, data exfiltration, or unauthorized command execution was found.

能力评估

ℹ Purpose & Capability

The name/description (orchestrator for a Python/finance team) aligns with the SKILL.md: it routes tasks and spawns sub-agents and references role/model tables and guardrails. However, the skill metadata declares no required config paths or credentials while the runtime instructions explicitly require reading AGENTS.md and MEMORY.md (and multiple reference files). That mismatch (declared none vs. expected reads) is an inconsistency.

⚠ Instruction Scope

The runtime instructions direct the agent to read AGENTS.md and MEMORY.md and a set of ref files. AGENTS.md and MEMORY.md are not given explicit paths in the metadata; that raises a scope creep risk because those filenames could refer to workspace-level files outside the skill bundle and may contain sensitive info. The instructions also automatically select models based on FREE_MODE, potentially routing spawns to an external provider ('openrouter/stepfun/...:free').

✓ Install Mechanism

No install spec and no code files are present (instruction-only). This minimizes disk-write/install risk — nothing is downloaded or executed beyond the agent following its textual instructions.

ℹ Credentials

The skill declares no required env vars or credentials, which is plausible for an instruction-only orchestrator. But it does reference external model IDs (openrouter) and reads memory/config files without declaring them as required config paths. The absence of declared requirements combined with file reads is an incoherence worth noting.

ℹ Persistence & Privilege

always is false and autonomous invocation is allowed (platform default). The skill spawns sub-agents and chooses models autonomously; that is expected for an orchestrator but increases blast radius if the referenced files or model-selection rules are manipulated. No persistent installation or modifications to other skills are requested.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install finclaws
安装完成后，直接呼叫该 Skill 的名称或使用 /finclaws 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.1

- Removed 13 documentation and reference files related to agents, system state, and orchestration details. - Core orchestration functionality and main SKILL.md remain unchanged. - All supporting docs and role/reference guides (e.g., AGENTS.md, README.md, MEMORY.md) have been deleted.

v1.0.0

**Initial release of the orchestration skill for team-based Python/finance app projects.** - Introduces "Claw," an orchestration entry point that routes tasks to sub-agents Simons, Carmen, and Ada. - Implements a decision flow for handling incoming messages, including instant-path checks, mode detection, and multi-phase orchestration. - Adds "free mode" support, defaulting all agent spawns to use open/free models unless overridden in MEMORY.md. - Provides modular reference files for latency rules, orchestration phases, sub-agent roles, model usage, patterns, and safety guardrails. - Designed for extensibility, supporting both single-role and complex multi-phase task orchestration.

元数据

Slug finclaws

版本 1.0.1

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 2

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