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Build Opportunity Scout
by
captainlee
· GitHub ↗
· v0.1.0
· MIT-0
152
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Install in OpenClaw
/install build-opportunity-scout
Description
Analyze harvested trend data and generate prioritized build opportunities for new skills/apps (P0/P1/P2) with implementation hints. Use when user wants actio...
README (SKILL.md)
Build Opportunity Scout
Turn trend feed noise into actionable build queue.
Inputs
/root/.openclaw/workspace/data/harvest/feature_patterns.json
Outputs
/root/.openclaw/workspace/data/harvest/opportunities.json/root/.openclaw/workspace/data/harvest/opportunities.md
Run
python3 /root/.openclaw/workspace/skills/build-opportunity-scout/scripts/scout.py
What it generates
For each opportunity:
- title
- type (skill/app)
- priority (P0/P1/P2)
- impact (1-5)
- effort (1-5)
- score
- why_now
- mvp_steps
Operator rules
- Prefer practical opportunities with clear MVP steps
- Keep output concise and execution-first
- Deduplicate similar ideas
Usage Guidance
This skill appears to do what it claims: inspect the included scout.py to confirm you're comfortable running it, ensure the input file (/root/.openclaw/workspace/data/harvest/feature_patterns.json) does not contain sensitive data, and be aware the script will overwrite or create the two output files in the workspace. If you want extra caution, run the script in a sandboxed environment or inspect the input data first; no network traffic or secret access was found in the code.
Capability Analysis
Type: OpenClaw Skill
Name: build-opportunity-scout
Version: 0.1.0
The skill bundle is a straightforward data processing tool designed to analyze local JSON data and generate prioritized project opportunities. The Python script (scripts/scout.py) performs basic keyword-based scoring and file generation within the designated workspace, with no evidence of network activity, unauthorized file access, or malicious instructions in SKILL.md.
Capability Assessment
Purpose & Capability
Name/description match the actual behavior. The script reads /root/.openclaw/workspace/data/harvest/feature_patterns.json and produces prioritized opportunities. No unrelated capabilities (cloud creds, network access, or unusual binaries) are requested.
Instruction Scope
SKILL.md directs running the included python script and specifies the exact input and outputs. The script only reads the declared input path, computes simple heuristics, and writes the listed output files — no extra file reads, no environment-var access, and no external network calls.
Install Mechanism
There is no install spec (instruction-only with an included script). Nothing is downloaded or extracted; no external packages are installed.
Credentials
The skill requires no environment variables, credentials, or config paths beyond the single workspace input file. Requested resources are proportionate to the task.
Persistence & Privilege
No 'always: true' or other elevated persistence is requested. The skill does not modify other skills or system-wide settings and only writes its own output files in the workspace.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install build-opportunity-scout - After installation, invoke the skill by name or use
/build-opportunity-scout - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release: generate prioritized build opportunities from harvested trends.
Metadata
Frequently Asked Questions
What is Build Opportunity Scout?
Analyze harvested trend data and generate prioritized build opportunities for new skills/apps (P0/P1/P2) with implementation hints. Use when user wants actio... It is an AI Agent Skill for Claude Code / OpenClaw, with 152 downloads so far.
How do I install Build Opportunity Scout?
Run "/install build-opportunity-scout" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Build Opportunity Scout free?
Yes, Build Opportunity Scout is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Build Opportunity Scout support?
Build Opportunity Scout is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Build Opportunity Scout?
It is built and maintained by captainlee (@meilihulee); the current version is v0.1.0.
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