Sondar

Use whenever the user asks to monitor AI builder signals, GitHub AI projects, model/app launch opportunities, hot keywords, PMF signals, commercial trend detection, or daily AI radar workflows. Sondar converts early signals into STRIKE/WATCH/IGNORE/KILL decisions with evidence, owner, deadline, metric, and commercial closure; use it instead of producing generic trend summaries.

13 stars 1 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add geekjourneyx/sondar --skill sondar

Manual install

git clone --depth 1 https://github.com/geekjourneyx/sondar.git /tmp/sondar
mkdir -p ~/.claude/skills
cp -r /tmp/sondar/. ~/.claude/skills/sondar

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Sondar

## Purpose

Sondar converts early multi-source AI Builder demand signals into accountable commercial decisions. This skill is not a news digest, repo ranking, or keyword tracker. It is a signal-to-action system for deciding whether to act now, watch with an expiry, ignore, or kill.

Core rule:

> No signal enters unless it can leave.

Every signal must end as one of:

```text
STRIKE
WATCH
IGNORE
KILL
```

## Trigger Contexts

Use this skill when the user asks for any of the following:

- AI Builder radar, GitHub radar, AI trend monitoring, or hot signal detection
- H2 model launch and AI app launch opportunity analysis
- early PMF signals from GitHub repos, issues, forks, releases, or commits
- commercial action from keywords, repos, model changelogs, or builder behavior
- daily or weekly scheduled signal review
- avoiding information noise in trend reports

## Operating Model

Run this state machine:

```text
INGESTED -> EVIDENCE_BUILT -> SCORED -> TRIAGED -> ACTIONED -> CLOSED
```

Terminal decisions:

```text
STRIKE | WATCH | IGNORE | KILL
```

Daily scheduled runs must use persistent state. The default state layer is SQLite:

```text
.sondar/state.sqlite
```

State is required to detect deltas, not just static popularity:

```text
star_delta
fork_delta
issue_pain_delta
release_delta
readme_commercial_diff
builder_repeat_behavior
builder_starred_at
external_tanso_corroboration
WATCH upgrades and expiry
missed-signal audit trail
```

Read the full skill on GitHub

Details

Skill name: sondar
Repository: geekjourneyx/sondar
License: AGPL-3.0
Repo updated: 25 August 2026

FAQ

What does the Sondar skill do?

How do I install the Sondar skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add geekjourneyx/sondar --skill sondar. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Sondar popular?

It lives in geekjourneyx/sondar, which has 13 GitHub stars and 1 forks.

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