The open-source discovery lens: find the few repositories worth your time — before you sink hours into the wrong one — in either mode finding happens in: TARGETED (a concrete need — the agent fans out every search seam in parallel and returns a ranked, deduped shortlist) or SERENDIPITOUS (no goal — the agent ranges the high-signal surfaces and brings back orthogonal finds, captured cheaply). The one shift: search-syntax mastery is COMMODITIZED, so your edge is the NEED-SPEC and which seams to mine, and serendipity is HARVESTED, not searched. Use when looking for a library, tool, framework, reference implementation, or alternative; when browsing for interesting projects; or when you keep hitting the same dead high-star repos. Triggers on "find a library/tool for X", "alternative to Y", "what should I use for", "is there a repo that", "show me interesting projects", "good first issue", "discover repos", "browse GitHub", "find open-source projects". Hands its shortlist to touchstone for evaluation.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
The open-source discovery lens: find the few repositories worth your time — before you sink hours into the wrong one — in either mode finding happens in: TARGETED (a concrete need — the agent fans out every search seam in parallel and returns a ranked, deduped shortlist) or SERENDIPITOUS (no goal — the agent ranges the high-signal surfaces and brings back orthogonal finds, captured cheaply). The one shift: search-syntax mastery is COMMODITIZED, so your edge is the NEED-SPEC and which seams to mine, and serendipity is HARVESTED, not searched. Use when looking for a library, tool, framework, reference implementation, or alternative; when browsing for interesting projects; or when you keep hitting the same dead high-star repos. Triggers on "find a library/tool for X", "alternative to Y", "what should I use for", "is there a repo that", "show me interesting projects", "good first issue", "discover repos", "browse GitHub", "find open-source projects". Hands its shortlist to touchstone for evaluation.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
The open-source discovery lens: find the few repositories worth your time — before you sink hours into the wrong one — in either mode finding happens in: TARGETED (a concrete need — the agent fans out every search seam in parallel and returns a ranked, deduped shortlist) or SERENDIPITOUS (no goal — the agent ranges the high-signal surfaces and brings back orthogonal finds, captured cheaply). The one shift: search-syntax mastery is COMMODITIZED, so your edge is the NEED-SPEC and which seams to mine, and serendipity is HARVESTED, not searched. Use when looking for a library, tool, framework, reference implementation, or alternative; when browsing for interesting projects; or when you keep hitting the same dead high-star repos. Triggers on "find a library/tool for X", "alternative to Y", "what should I use for", "is there a repo that", "show me interesting projects", "good first issue", "discover repos", "browse GitHub", "find open-source projects". Hands its shortlist to `touchstone` for evaluation.
About this listing
Category
General
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI