Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/bug-ops/zeph/web-searchnpx skills add bug-ops/zeph --skill web-searchgit clone --depth 1 https://github.com/bug-ops/zephWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00083 | $0.02163 |
| Opus 5 | $0.00042 | $0.01081 |
| Sonnet 5 | $0.00017 | $0.00433 |
| Haiku 4.5 | $0.00008 | $0.00216 |
Grade A, and why
web-search scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
compatibility: Requires curl and jq How it starts
The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Web Search via DuckDuckGo Instant Answer API
Endpoint
GET https://api.duckduckgo.com/?q=QUERY&format=json&no_html=1&skip_disambig=1
Step-by-Step Instructions
- Take the user's query and convert it into effective search terms
- URL-encode the query (spaces become
+, special characters percent-encoded) - Execute the curl command below
- Parse the JSON response to find the best answer
- Summarize the results for the user in natural language
- Always cite the source URL from the response
Quick Search
curl -s "https://api.duckduckgo.com/?q=QUERY&format=json&no_html=1&skip_disambig=1" | jq '{
type: .Type,
abstract: .AbstractText,
abstract_source: .AbstractSource,
abstract_url: .AbstractURL,
answer: .Answer,
definition: .Definition,
definition_source: .DefinitionSource,
redirect: .Redirect,
related: [.RelatedTopics[:5][] | select(.Text) | {text: .Text, url: .FirstURL}]
}'
Compact Search (Best Single Answer)
curl -s "https://api.duckduckgo.com/?q=QUERY&format=json&no_html=1&skip_disambig=1" | jq -r '
if .Redirect != "" then "Redirect: " + .Redirect
elif .Answer != "" then .Answer
elif .AbstractText != "" then .AbstractText + "\nSource: " + .AbstractURL
elif .Definition != "" then .Definition + "\nSource: " + .DefinitionURL
elif (.RelatedTopics | length) > 0 then .RelatedTopics[0].Text + "\nURL: " + .RelatedTopics[0].FirstURL
else "No results found. Try different keywords."
end'
Detailed Results (All Fields)
curl -s "https://api.duckduckgo.com/?q=QUERY&format=json&no_html=1&skip_disambig=1" | jq '{
type: .Type,
heading: .Heading,
abstract: .AbstractText,
abstract_source: .AbstractSource,
abstract_url: .AbstractURL,
answer: .Answer,
answer_type: .AnswerType,
definition: .Definition,
definition_source: .DefinitionSource,
definition_url: .DefinitionURL,
image: .Image,
redirect: .Redirect,
related: [.RelatedTopics[]? | select(.Text) | {text: .Text, url: .FirstURL, icon: .Icon.URL}],
results: [.Results[]? | {text: .Text, url: .FirstURL}],
infobox: .Infobox
}'
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 217 lines · 83 tokens per session scan A d0a2ed11a5b3
web-search is a skill published in the GitHub repository bug-ops/zeph (57 stars, last pushed 8d ago), licensed MIT. It adds 83 tokens to every session and 2,163 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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