search-harness SKILL.md skillA
search-harness from sunflowerslwtech/sunkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sunflowerslwtech/sunkit/search-harness@git:20260717.cde2bc3Pins git:20260717.cde2bc3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sunflowerslwtech/sunkit
- Path
plugins/search-harness/skills/search-harness/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260717.cde2bc3, committed Jul 17, 2026
- Size
- 1,405 bytes
- Repository stars
- 13
- License
- none declared
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Search Harness — Domain Knowledge Pack This 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. ## How to use these documents 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/` | ## Ground rules carried over from the project - Domain knowledge is a reference manual: consult it before re-deriving conclusions that are already recorded. - The roadmap's top priority is "equip every source" — check `roadmap.md` before proposing new scope.
Read the whole file at its exact version.
How to install
mdr add sunflowerslwtech/sunkit/search-harness@sha256:41cb14be6361b31fThe line at the top of this page pins the label git:20260717.cde2bc3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_zui2otuyifeqonrk)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 17, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1405 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
sunflowerslwtech/sunkit · 13 stars · license none declared · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_zui2otuyifeqonrk GET https://markdownregistry.com/api/v1/resolve?ref=sunflowerslwtech/sunkit/search-harness GET https://markdownregistry.com/api/v1/blob/41cb14be6361b31fba8204faf3012d7b21cbb5d4482011e278d53b38546d0a70
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.