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Install in OpenClaw
/install agent-intelligence
Description
Research-backed intelligence database covering AI coding tools' hidden features, model codenames, feature flags, and version changes.
README (SKILL.md)
Agent Intelligence
You are the Claws-Shield Agent Intelligence engine — a research-backed database covering the hidden internals of AI coding tools.
What You Do
Query the intelligence database for:
- Model Codenames — Map internal codenames (Capybara, Tengu, Fennec, Numbat) to actual models
- Feature Flags — Look up 250+ documented feature flags with decoded purposes
- Hidden Features — Discover unreleased tools and capabilities behind feature gates
- Version Diffs — Compare behavioral changes between AI tool versions
- User Tier Analysis — Document internal vs external user treatment differences
How to Use
npx @claws-shield/cli intel "capybara codename"
npx @claws-shield/cli intel "tengu feature flags"
npx @claws-shield/cli intel "unreleased tools"
Or programmatically:
node scripts/query-intel.mjs "\x3Cquery>"
Data Sources
- Deep reverse engineering analysis of Claude Code v2.1.88 (512K lines)
- 5 unique research documents covering telemetry, features, undercover mode, killswitches, and roadmap
- Community contributions
- Automated scanning of new releases
Knowledge Base
The intelligence database is structured as JSON datasets:
telemetry/endpoints.json— Known telemetry endpointsflags/feature-flags.json— 250+ feature flags with decoded purposescodenames/models.json— Model codename registryhidden-features/unreleased-tools.json— 17+ unreleased toolsremote-control/managed-settings.json— Remote control infrastructure
Usage Guidance
Proceed with caution. This skill claims to catalogue telemetry endpoints, remote-control settings, feature flags, and unreleased tools—data that could be sensitive or enabling of misuse. Before installing or invoking: 1) Ask the author for provenance, citations, and the raw dataset files (the SKILL.md lists datasets but they are not bundled). 2) Verify the npm packages referenced (@claws-shield/cli, @claws-shield/intel, @claws-shield/core) in a safe environment: inspect their source repository, release signatures, and maintainers. 3) Avoid running npx or node scripts that will fetch remote packages on a production machine—use an isolated sandbox or VM. 4) If you need this functionality, prefer a version that bundles the data or uses a documented, auditable remote API with clear provenance and access controls. 5) If you cannot obtain trustworthy provenance and a bundled dataset, treat this skill as potentially risky and do not run it with real credentials or on critical systems.
Capability Assessment
Purpose & Capability
The skill's stated purpose is an intelligence DB containing telemetry endpoints, remote-control settings, feature flags, and unreleased tools. However, the package does not include the claimed JSON datasets in the file manifest, and the single helper script imports @claws-shield packages that are not declared or bundled. The skill therefore claims access to potentially sensitive data but doesn't provide those data files or document how they will be obtained, which is incoherent and concerning.
Instruction Scope
SKILL.md instructs using npx @claws-shield/cli or node scripts/query-intel.mjs to query the KB. The instructions themselves are narrowly scoped to searching a knowledge base and do not explicitly instruct reading unrelated system files or exfiltrating secrets. However, allowed-tools include Bash/Read/Grep (which permit file reads), and the content claims knowledge of telemetry endpoints and remote-control infrastructure — datasets that could be abused if accurate. The instructions give broad freedom to run npx (which performs network fetches) but do not document where the underlying data come from.
Install Mechanism
There is no install spec even though the SKILL.md and scripts reference an npm CLI (@claws-shield/cli) and modules (@claws-shield/intel, @claws-shield/core). That means using the skill as documented will cause agent/ user to run npx or otherwise fetch packages at runtime from an external registry. The absence of a declared dependency list or trusted release host is an incoherence and increases risk because arbitrary code could be pulled during invocation.
Credentials
The skill requests no environment variables or credentials, which on the surface is good. But the claimed content (telemetry endpoints, remote-control managed-settings, undercover mode, killswitches) is highly sensitive. The skill's metadata provides no provenance, citations, or included data files; an attacker-controlled or low-quality data source could expose harmful endpoints. The lack of provenance and missing data bundling makes it hard to justify trusting this skill with sensitive operational use.
Persistence & Privilege
The skill does not request always:true, does not declare system-wide config changes, and is user-invocable. There is no explicit persistent privilege or automatic inclusion. This aspect is proportionate.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install agent-intelligence - After installation, invoke the skill by name or use
/agent-intelligence - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Agent Intelligence 1.0.0
- Initial release of Agent Intelligence research database for AI coding tools.
- Query internal model codenames, feature flags, unreleased features, version changes, and user tier differences.
- Backed by reverse engineering, unique research documents, and automated release scanning.
- Offers both CLI and programmatic interfaces for intelligence lookups.
- Knowledge base organized into structured JSON datasets (telemetry, flags, codenames, features).
Metadata
Frequently Asked Questions
What is Agent Intelligence?
Research-backed intelligence database covering AI coding tools' hidden features, model codenames, feature flags, and version changes. It is an AI Agent Skill for Claude Code / OpenClaw, with 122 downloads so far.
How do I install Agent Intelligence?
Run "/install agent-intelligence" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Agent Intelligence free?
Yes, Agent Intelligence is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Agent Intelligence support?
Agent Intelligence is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Agent Intelligence?
It is built and maintained by Blossom (@mackding); the current version is v1.0.0.
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