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-generategit 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-generate)<a href="https://agentmods.dev/skills/blackwell-systems/agent-lsp/lsp-generate"><img src="https://agentmods.dev/badge/skills/blackwell-systems/agent-lsp/lsp-generate/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-generate"><img src="https://agentmods.dev/badge/skills/blackwell-systems/agent-lsp/lsp-generate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 141 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00044 | $0.01399 |
| Opus 5 | $0.00022 | $0.00700 |
| Sonnet 5 | $0.00009 | $0.00280 |
| Haiku 4.5 | $0.00004 | $0.00140 |
Grade A, and why
lsp-generate 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 9d 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 — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Requires the agent-lsp MCP server.
lsp-generate
lsp-generate creates NEW code that does not yet exist in the file — stubs,
mocks, implementations of interfaces, test functions. It is distinct from
lsp-extract-function, which restructures code that already exists. Use
lsp-generate when you want the language server to write something new; use
lsp-extract-function when you want to reorganize existing code.
Input
file_path: absolute path to the target fileline,column(orposition_pattern): position in the file where generation is triggered (e.g., the line with the unimplemented interface, the missing method error, the type declaration)intent: description of what to generate (e.g., "implement io.Reader", "generate test skeleton", "add missing methods", "generate mock for Handler")
Prerequisites
LSP must be running for the target workspace. If not yet initialized, call
mcp__lsp__start_lsp with the workspace root before proceeding.
Auto-init note: agent-lsp supports workspace auto-inference from file paths.
Explicit start_lsp is only needed when switching workspace roots.
Workflow
Step 1 — Open document and locate position
Call mcp__lsp__open_document for the target file:
mcp__lsp__open_document(file_path: "/abs/path/to/file.go", language_id: "go")
If using position_pattern, use the @@ marker convention from
references/patterns.md to identify the exact cursor position. For example:
"position_pattern": "var _ io.Reade@@r = (*MyType)(nil)"
Step 2 — Get code actions at target position
mcp__lsp__suggest_fixes({
"file_path": "...",
"start_line": N,
"start_column": C,
"end_line": N,
"end_column": C
})
Filter for generator actions:
- Kind
"quickfix"with titles matching the intent (e.g., "Implement interface", "Generate", "Add stub", "Create test") - Kind
"source"for source-level generation
If no matching action is found, report "No generator action available at this position for the given intent" and proceed to the Fallback section below.
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.
- 9d ago First seen · 142 lines · 44 tokens per session scan A 7dee0a9822ca
lsp-generate is a skill published in the GitHub repository blackwell-systems/agent-lsp (123 stars, last pushed today), licensed MIT. It adds 44 tokens to every session and 1,399 once invoked, about $0.0002 per session on Opus 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.
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