Market Research Starter
PassAudited by ClawScan on May 9, 2026.
Overview
This appears to be a mostly manual market-research guide, with a few review-worthy notes around optional Company Brain integration and minor provenance inconsistencies.
This skill is reasonable to use as a manual market-research template. Before enabling the Company Brain integration, review that separate skill/workspace and be aware that stored company research or interview notes may be reused in prompts.
Findings (3)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
If Company Brain is installed, this skill's enhanced behavior may depend on another local skill's code and data, so reviewing only this package may not cover the full behavior.
The helper can load code from a separately installed local Company Brain workspace. This is related to the documented optional integration, but that dependency is outside this package and is not declared as a required install component.
brain_path = Path("/data/.openclaw/workspace/company-brain") ... from brain_wrapper import BrainOnly use the Company Brain integration if you trust and have reviewed that separate skill or workspace.
Market research answers may include or be shaped by stored company information, including private interview notes or competitor research, if Company Brain is present.
The helper retrieves persistent Company Brain content and prepends it to prompts. This is purpose-aligned, but stored business context could be sensitive, stale, or influenced by prior untrusted notes.
result = _brain.query(f"market position context for {topic}") ... return f"Company Context:\n{result['context']}\n\n---\n\n{legacy_prompt}"Review what is stored in Company Brain, keep sensitive material segregated, and treat retrieved context as supporting data rather than authoritative instructions.
Publisher/provenance details are slightly inconsistent, which may make it harder to verify exactly who packaged this version.
The bundled metadata does not fully match the registry metadata supplied for the package, which lists a different owner ID and a real publication timestamp. This is a provenance inconsistency, not evidence of malicious behavior.
"ownerId": "kn73vp5rarc3b14rc7wjcw8f8580t5d1", "version": "1.0.2", "publishedAt": 0
Verify the publisher and source before relying on the optional integration or installing related CertainLogic skills.