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Reliable Tool Context
by
Lourenço Maciel
· GitHub ↗
· v1.0.0
324
Downloads
1
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install reliable-tool-context
Description
Build reliable tool context from command output using artifacts and compact reproducible code queries.
Usage Guidance
This skill is internally consistent: it simply instructs the agent how to use the sift-gateway CLI to capture and query command output. Before installing, verify the sift-gateway package provenance (the uv registry entry or the GitHub project) and prefer official release sources (or the pipx alternative mentioned). Remember that running this skill gives the agent a binary (sift-gateway) that can execute arbitrary CLI commands you allow it to run — review your agent's permissions and policies so artifacts or command outputs you consider sensitive are not captured or leaked. If you need stronger guarantees, inspect the sift-gateway code or run it in a constrained environment (container or sandbox) before enabling the skill broadly.
Capability Analysis
Type: OpenClaw Skill
Name: reliable-tool-context
Version: 1.0.0
The skill bundle facilitates the execution of arbitrary shell commands and Python code via the 'sift-gateway' utility (SKILL.md). While these capabilities are central to the stated purpose of capturing and querying command output artifacts, they represent a high-risk attack surface for Remote Code Execution (RCE). The instructions in SKILL.md guide the agent to use a Python 'code' flag to process data, which is functionally equivalent to an eval/exec pattern. No evidence of intentional malice, data exfiltration, or harmful prompt injection was found.
Capability Assessment
Purpose & Capability
Name/description describe capturing CLI output and querying artifacts; the only required binary is sift-gateway and the SKILL.md instructs exactly how to use it. The declared install (uv package sift-gateway) matches the claimed capability.
Instruction Scope
Runtime instructions are narrowly focused on running sift-gateway run/code, handling pagination, resolving root paths, and protecting against pasting raw payloads. There are no directives to read unrelated files, environment variables, or to transmit data to unexpected endpoints.
Install Mechanism
Install spec uses a uv package (sift-gateway) which is a registry-based package installation — moderate-risk compared with direct downloads. This is proportionate for a skill that depends on that CLI, but users should confirm the package source and integrity before installing.
Credentials
The skill requests no environment variables or credentials. This is appropriate for a tool that operates via a local CLI and artifacts.
Persistence & Privilege
always:false (default) and autonomous invocation is the platform default. The skill does not request persistent system-wide privileges or modify other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reliable-tool-context - After installation, invoke the skill by name or use
/reliable-tool-context - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of reliable-tool-context skill.
- Enables building reliable tool context from command output using artifacts.
- Facilitates reproducible and auditable querying with compact code snippets.
- Provides detailed decision rules for using Sift Gateway vs. direct CLI.
- Includes a schema discovery protocol and code query guardrails.
- Promotes disciplined, non-redundant model context and safe handling of paginated data.
Metadata
Frequently Asked Questions
What is Reliable Tool Context?
Build reliable tool context from command output using artifacts and compact reproducible code queries. It is an AI Agent Skill for Claude Code / OpenClaw, with 324 downloads so far.
How do I install Reliable Tool Context?
Run "/install reliable-tool-context" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Reliable Tool Context free?
Yes, Reliable Tool Context is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Reliable Tool Context support?
Reliable Tool Context is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Reliable Tool Context?
It is built and maintained by Lourenço Maciel (@zmaciel); the current version is v1.0.0.
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