Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add blackwell-systems/agent-lsp --skill lsp-exploregit clone --depth 1 https://github.com/blackwell-systems/agent-lspWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/blackwell-systems/agent-lsp/lsp-explore)<a href="https://agentmods.dev/skills/blackwell-systems/agent-lsp/lsp-explore"><img src="https://agentmods.dev/badge/skills/blackwell-systems/agent-lsp/lsp-explore/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/blackwell-systems/agent-lsp/lsp-explore"><img src="https://agentmods.dev/badge/skills/blackwell-systems/agent-lsp/lsp-explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00029 | $0.01702 |
| Opus 5.5 | $0.00012 | $0.00681 |
| Sonnet 5.5 | $0.00006 | $0.00340 |
| Haiku 4.5 | $0.00003 | $0.00170 |
Grade A, and why
lsp-explore scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 235 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Requires the agent-lsp MCP server.
lsp-explore
"Tell me about this symbol" — hover, implementations, call hierarchy, and references in a single pass. Use when navigating unfamiliar code: you get type info, doc comments, who calls it, what implements it, and every reference site without issuing four separate commands.
Read-only — does not modify any files.
Invocation: User provides a symbol name in dot notation (e.g.
"codec.Encode", "Buffer.Reset"). Optionally provide workspace_root
to scope the search.
Prerequisites
If LSP is not yet initialized, call mcp__agent-lsp__start_lsp with the workspace
root first. Auto-inference applies when file paths are provided.
Phase 1 — Locate the symbol
Call mcp__agent-lsp__go_to_symbol with symbol_path set to the user-provided name:
mcp__agent-lsp__go_to_symbol({
"symbol_path": "Package.SymbolName", // dot notation; e.g. "codec.Encode"
"workspace_root": "<root>" // optional
})
→ returns: file, line, column (1-indexed)
Record the returned file, line, and column. If go_to_symbol returns
nothing, report:
Symbol not found:
<name>Check the dot-notation path (e.g. "Package.Symbol") and ensure the workspace root covers the file.
Stop immediately — do not proceed to Phase 2.
Then open the file so the language server has it in view:
mcp__agent-lsp__open_document({
"file_path": "<file from go_to_symbol>"
})
Phase 2 — Hover (always available)
Call mcp__agent-lsp__inspect_symbol at the definition location:
mcp__agent-lsp__inspect_symbol({
"file_path": "<file from Phase 1>",
"line": <line from Phase 1>,
"column": <column from Phase 1>
})
Store the result as hover_text. If the call fails or returns nothing, set
hover_text to an empty string. Do not stop.
Phase 3 — Implementations (capability-gated)
Call mcp__agent-lsp__get_server_capabilities to see what the server supports:
mcp__agent-lsp__get_server_capabilities()
→ returns: supported_tools list
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago Changed d8575b382c9e
- 1mo ago Changed · +29 tokens per session d44d2b24e638
- 2mo ago First seen · 235 lines · 0 tokens per session scan A 819098639e7e
lsp-explore is a skill published in the GitHub repository blackwell-systems/agent-lsp (172 stars, last pushed yesterday), licensed MIT. It adds 29 tokens to every session and 1,702 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
lsp-explore compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| lsp-exploreblackwell-systems/agent-lsp | Skill | 172 | yesterday | MIT | A | 29 | Claude Code |
| authoring-smell-rulesagentic-research/mache | Skill | 46 | yesterday | Apache-2.0 | A | 102 | Claude Code |
| mma-investigatorcockroachdb/cockroach | Skill | 33k | 2d ago | none | A | 47 | Claude Code |
| roamCranot/roam-code | Skill | 515 | 7d ago | Apache-2.0 | A | 86 | Claude Code |
| x-raybartolli/codanna | Skill | 760 | 26d ago | Apache-2.0 | A | 25 | Claude Code |
| pi-loop-forensicsdimetron/pi-go | Skill | 222 | 3d ago | MIT | A | 65 | Claude Code, Codex |
| nightly-session-watchdimetron/pi-go | Skill | 222 | 3d ago | MIT | A | 78 | Claude Code, Codex |