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Sentiment Bot
by
unixlamadev-spec
· GitHub ↗
· v1.1.0
· MIT-0
300
Downloads
0
Stars
3
Active Installs
2
Versions
Install in OpenClaw
/install sentiment-bot
Description
Analyze sentiment of text or URLs. Supports batch analysis, emotion detection, comparative and trend analysis.
Usage Guidance
This skill forwards text to an external service (aiprox.dev) and requires a spend token that will be sent in requests — treat that token as sensitive. Before installing: 1) Verify aiprox.dev's reputation, privacy policy, and billing behavior (what the 'spend token' allows and whether costs/quotas apply). 2) Confirm how URL analysis works — if the skill fetches URLs server-side, the remote service will retrieve those URLs; if it fetches locally, additional network permissions would be needed (the package does not declare this). 3) Avoid sending sensitive personal data or secrets to the service unless you accept its retention policy. 4) If you need stronger assurances about data handling, request the vendor's API docs or an explicit data-retention SLA. The package itself is instruction-only (no local code), so the main risk is external data exposure and billing via the spend token.
Capability Analysis
Type: OpenClaw Skill
Name: sentiment-bot
Version: 1.1.0
The sentiment-bot skill is a standard wrapper for a sentiment analysis service hosted at aiprox.dev. It correctly declares its need for the AIPROX_SPEND_TOKEN environment variable and network access to its API endpoint in the security manifest. The instructions in SKILL.md are consistent with the stated purpose of analyzing text, batches, or URLs, and no malicious patterns such as data exfiltration, unauthorized execution, or deceptive prompt injections were identified.
Capability Assessment
Purpose & Capability
Name/description match the runtime instructions: SKILL.md shows POSTs to https://aiprox.dev/api/orchestrate and the sole required env var is AIPROX_SPEND_TOKEN for authentication/payment. No unrelated binaries, credentials, or installs are requested.
Instruction Scope
Instructions are narrowly scoped to sending text (or a batch of texts) to aiprox.dev and returning sentiment. The description mentions analyzing 'fetched URLs' but the examples and the Security Manifest only show network access to aiprox.dev; it is unclear whether URL fetching happens server-side at aiprox.dev (consistent) or locally (which would require broader network access). The trust/retention statements (no logging, processed by Claude via LightningProx) are vendor assertions that cannot be verified from this package.
Install Mechanism
No install spec and no code files are included; this is instruction-only, so nothing is written to disk by an installer in the package itself.
Credentials
Only AIPROX_SPEND_TOKEN is required. That aligns with a paid orchestration endpoint. The token is sensitive (billing/access), so its use appears justified but should be treated as secret.
Persistence & Privilege
Skill is not always-on and does not request elevated agent presence. It can be invoked by the agent (normal), and there is no evidence it attempts to modify other skills or persistent agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install sentiment-bot - After installation, invoke the skill by name or use
/sentiment-bot - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
Now supports model selection — specify any of 19 models across 5 providers per request (e.g. gemini-2.5-flash, mistral-large-latest, claude-opus-4-5-20251101)
v1.0.0
- Initial release of sentiment-bot.
- Supports sentiment analysis of text or fetched URLs, with emotion detection and scoring.
- Batch analysis for up to 10 texts, including comparative and trend analysis features.
- Context-aware analysis for social media, news, reviews, and general content.
- Responses include sentiment, score, magnitude, detected emotions, reasoning, and confidence.
- Secure: does not store or log content; uses environment token for authentication.
Metadata
Frequently Asked Questions
What is Sentiment Bot?
Analyze sentiment of text or URLs. Supports batch analysis, emotion detection, comparative and trend analysis. It is an AI Agent Skill for Claude Code / OpenClaw, with 300 downloads so far.
How do I install Sentiment Bot?
Run "/install sentiment-bot" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Sentiment Bot free?
Yes, Sentiment Bot is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Sentiment Bot support?
Sentiment Bot is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Sentiment Bot?
It is built and maintained by unixlamadev-spec (@unixlamadev-spec); the current version is v1.1.0.
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