# Send semfind to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "semfind",
    "name": "semfind",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/PaperBoardOfficial/semfind",
    "canonicalUrl": "https://clawhub.ai/PaperBoardOfficial/semfind",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/semfind",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=semfind",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "semfind",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-12T15:31:56.759Z",
      "expiresAt": "2026-05-19T15:31:56.759Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=semfind",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=semfind",
        "contentDisposition": "attachment; filename=\"semfind-0.1.2.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "semfind"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/semfind"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/semfind",
    "downloadUrl": "https://openagent3.xyz/downloads/semfind",
    "agentUrl": "https://openagent3.xyz/skills/semfind/agent",
    "manifestUrl": "https://openagent3.xyz/skills/semfind/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/semfind/agent.md"
  }
}
```
## Documentation

### semfind

Semantic grep for the terminal. Searches files by meaning using local embeddings (BAAI/bge-small-en-v1.5 + FAISS). No API keys needed.

### When to reach for semfind

grep or ripgrep returned no results or irrelevant results
You don't know the exact wording of what you're looking for
You want to search by concept/meaning rather than exact text

Do NOT use semfind when grep works — grep is instant and has zero overhead.

### Install

pip install semfind

First run downloads a ~65MB model (~10-30s). Subsequent runs use the cached model.

### Usage

# Basic search
semfind "deployment issue" logs.md

# Search multiple files, top 3 results
semfind "permission error" memory/*.md -k 3

# With context lines
semfind "database migration" notes.md -n 2

# Force re-index after file changes
semfind "query" file.md --reindex

# Minimum similarity threshold
semfind "auth bug" *.md -m 0.5

### Options

FlagDescriptionDefault-k, --top-kNumber of results5-n, --contextContext lines before/after0-m, --max-distanceMinimum similarity scorenone--reindexForce re-embedfalse--no-cacheSkip embedding cachefalse

### Output format

Grep-like with similarity scores:

file.md:9: [2026-01-15] Fixed docker build with missing env vars  (0.796)
file.md:3: [2026-01-17] Agent couldn't write to /var/log          (0.689)

Higher scores (closer to 1.0) mean stronger semantic match.

### Resource usage

~250MB RAM while running, freed immediately on exit
~65MB model cached in /tmp/fastembed_cache/
~2s first query (model load), ~14ms cached queries
Embedding cache in ~/.cache/semfind/, auto-invalidates on file changes

### Workflow pattern

# Step 1: Try grep first
grep "deployment" memory/*.md

# Step 2: If grep fails, use semfind
semfind "something went wrong with the deployment" memory/*.md -k 5
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: PaperBoardOfficial
- Version: 0.1.2
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-12T15:31:56.759Z
- Expires at: 2026-05-19T15:31:56.759Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/semfind)
- [Send to Agent page](https://openagent3.xyz/skills/semfind/agent)
- [JSON manifest](https://openagent3.xyz/skills/semfind/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/semfind/agent.md)
- [Download page](https://openagent3.xyz/downloads/semfind)