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From search-harness
Domain knowledge for designing a search harness for coding agents — search API landscape, ground-API pipeline/strategy, CLI + skills architecture, and roadmap. Use when discussing search agent infrastructure, choosing search APIs for agents, designing search pipelines, or reviewing the search-harness project direction.
How this skill is triggered — by the user, by Claude, or both
Slash command
/search-harness:search-harnessThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This skill packages the scoping and research documents for a search harness for
api-docs/01-github.mdapi-docs/02-gitlab.mdapi-docs/03-stackexchange.mdapi-docs/04-hn-algolia.mdapi-docs/05-reddit.mdapi-docs/06-arxiv.mdapi-docs/07-openalex.mdapi-docs/08-openreview.mdapi-docs/08c-openreview-py.mdapi-docs/10-huggingface.mdapi-docs/11-nvd.mdapi-docs/12-twitterapi.mdapi-docs/13-osv.mdapi-docs/13b-osv-query.mdapi-docs/14-deps-dev.mdapi-docs/15-lobsters.mdapi-docs/16-bluesky.mdapi-docs/17-sourcegraph.mdapi-docs/18-exa.mdapi-docs/19-context7.mdThis skill packages the scoping and research documents for a search harness for coding agents (CLI + skills design). No code yet — this is the reference layer for decisions, reviews, and onboarding.
Read the file that matches the question, in this order of relevance:
| Question | File |
|---|---|
| What is this domain? Terms, players, accumulated conclusions | domain-knowledge.md |
| What are we building and in what order? | roadmap.md |
| Which sources/APIs are in scope? | sources.md |
| How do we wrap a ground-truth search API? | ground-api-pipeline.md |
| Why that strategy? | ground-api-strategy.md |
| Raw API documentation for candidate sources | api-docs/ |
roadmap.md
before proposing new scope.npx claudepluginhub sunflowerslwtech/sunkit --plugin search-harnessDiscovers and installs agent skills via npx skills CLI for user requests like 'how do I do X' or 'find a skill for X' in domains like React, testing, or deployment.
Discovers and installs agent skills via npx skills CLI for user requests like 'how do I do X' or 'find a skill for X' in domains like React, testing, or deployment.
Triggers research for existing libraries, tools, and patterns before coding new features. Searches npm, PyPI, MCP/skills, GitHub; evaluates matches and decides adopt/extend/build.