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gov.halowerk.com Proposal Summarizer
x402
gov.halowerk.com Proposal Summarizer is a paid API for AI agents from gov.halowerk.com, paid per call via x402, $0.003/call, status unknown (last checked 2026-09-14).
Extracts the highest-scoring sentences from proposal text using normalized non-stopword term frequency, returning them in source order alongside ranked keywords.
Price / call$0.003
Success—
StatusUnknown
How this service works
Splits caller-supplied proposal text into sentences, scores each sentence by normalized non-stopword frequency, and returns the highest-scoring sentences in source order. It does not infer unstated intent, verify claims, or produce an abstractive interpretation.
Output
Returns the highest-scoring sentences from the input text in their original source order, selected by normalized non-stopword term frequency. Also returns a list of frequency-ranked keywords up to the requested maximum. No abstractive rewriting or inference is performed — output is strictly extracted from the supplied text.
Example use cases
DAO proposal quick digest
“I have a long DAO governance proposal and need a quick digest — extract the 5 most important sentences and top 10 keywords so I can understand what's being proposed without reading the whole thing.”
Grant application key points
“Here's a grant application text — can you pull out the 3 most representative sentences and up to 8 keywords so I can review the core ask at a glance?”
Policy document highlight extraction
“I need to review this community policy proposal fast — grab the top 7 sentences by importance and list up to 15 keywords so I can focus my attention on what matters most.”
Technical details
Endpoint
POSThttps://gov.halowerk.com/v1/proposal-summaryWhen to prefer
Choose this endpoint when you need a fast, deterministic, extractive summary of governance or proposal text with no hallucination risk — it never infers or invents content. Ideal when transparency and faithfulness to source text are critical, such as in DAO voting contexts, grant review pipelines, or compliance workflows. Prefer it over abstractive summarizers when you need to cite exact original sentences or when auditability matters.
Side effects
- Text shorter than 20 characters returns a validation error
- Text exceeding 50,000 characters is rejected
- max_sentences or max_keywords outside allowed ranges (1-10 and 1-30 respectively) return parameter errors
- Highly repetitive or single-sentence text may yield trivial or unhelpful summaries
- Non-English text may produce poor keyword scoring due to stopword list limitations
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string | Proposal text to summarize. |
| max_keywords | integer | Maximum number of frequency-ranked keywords. |
| max_sentences | integer | Maximum number of source sentences to return. |
Tags
x402
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