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Install in OpenClaw
/install patent-claim-mapper
Description
Use when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. Compares patent claims against product f...
Usage Guidance
Do not run this skill against real or sensitive IP yet. The package has clear inconsistencies and an incomplete main script that will likely crash. Recommended steps before installing or using:
1. Obtain the complete scripts/main.py (file is truncated) and verify it compiles: run python -m py_compile scripts/main.py in a safe sandbox.
2. Reconcile filenames and entry points: update SKILL.md examples, CLI usage, and Quick Start so they match the actual module/class names (e.g., ClaimMapper vs PatentClaimMapper, scripts/claim_mapper.py vs scripts/main.py).
3. Audit the full source for any network I/O or hidden endpoints after getting the complete file (none visible now, but the file is incomplete).
4. Remove or justify the 'dataclasses' dependency in requirements.txt (unnecessary for Python 3.10+).
5. Run unit tests or smoke tests with non-confidential sample inputs to verify behavior and outputs (check that keyword extraction and similarity logic are fit for biotech/pharma language).
6. If you must analyze real confidential product or patent text, run the tool in an isolated environment (offline VM) until the codebase is fixed and reviewed.
If you want, provide the complete scripts/main.py and any missing files so I can re-evaluate and give a higher-confidence verdict.
Capability Analysis
Type: OpenClaw Skill
Name: patent-claim-mapper
Version: 1.0.0
The patent-claim-mapper skill is a legitimate tool for analyzing patent infringement risks by comparing claim text against product descriptions. The core logic in scripts/main.py uses basic NLP techniques (Jaccard similarity) to generate risk reports and lacks any indicators of malicious intent, such as data exfiltration, unauthorized network access, or obfuscated code.
Capability Assessment
Purpose & Capability
The declared purpose (map patent claims to product features for biotech/pharma) is consistent with the included code structure (parsing claims, extracting features, comparing). Nothing in the package requests unrelated credentials or system access. However, SKILL.md examples and code refer to different module/class names (e.g., examples reference scripts/claim_mapper.py and ClaimMapper, while the code defines PatentClaimMapper in scripts/main.py), indicating sloppy packaging and mismatches between documentation and code.
Instruction Scope
SKILL.md instructs users to 'Edit the in-file CONFIG block' and shows imports/CLI examples that reference non-existent names/paths (scripts/claim_mapper.py, ClaimMapper). The actual script is truncated at runtime (ends with 'mapper = Pate...'), so following the SKILL.md 'Audit-Ready Commands' will likely fail. The instructions also claim packaged entry point is scripts/main.py but examples and Quick Start use different filenames — this divergence is likely to cause execution errors or accidental misuse.
Install Mechanism
No install spec (instruction-only install) — low installation risk. The repository includes a requirements.txt with 'dataclasses' which is unnecessary for Python 3.10+ (the SKILL.md requires Python 3.10+), suggesting poor maintenance but not a direct supply-chain concern. No downloads, URLs, or external installers are present.
Credentials
The skill requests no environment variables, no credentials, and no config paths. There are no signs of network calls or exfiltration in the visible code. This matches the expected scope (local text-file analysis).
Persistence & Privilege
No special persistence flags or 'always: true' are set. The skill does not request autonomous elevated privileges or modify other skills. Default agent invocation behavior applies and is appropriate for this type of tool.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install patent-claim-mapper - After installation, invoke the skill by name or use
/patent-claim-mapper - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of patent-claim-mapper.
- Maps patent claims to biotech/pharma product features for infringement and freedom-to-operate analysis.
- Provides reproducible, audit-ready outputs with explicit input validation, fallback paths, and structured result formatting.
- Includes command line and Python API usage for claim parsing, feature mapping, and gap analysis.
- Handles missing or incomplete inputs with clear error reporting and manual fallback recommendations.
- Bundled with reference materials and example workflows for consistent, reviewable outputs.
Metadata
Frequently Asked Questions
What is Patent Claim Mapper?
Use when mapping patent claims to products, analyzing patent infringement, or preparing freedom-to-operate analyses. Compares patent claims against product f... It is an AI Agent Skill for Claude Code / OpenClaw, with 104 downloads so far.
How do I install Patent Claim Mapper?
Run "/install patent-claim-mapper" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Patent Claim Mapper free?
Yes, Patent Claim Mapper is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Patent Claim Mapper support?
Patent Claim Mapper is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Patent Claim Mapper?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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