Borrowing it
Nothing to install: this file belongs to developerz-ai/universal-lsp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/developerz-ai/universal-lsp/main/.claude/agents/analysis-dev.mdgit clone --depth 1 https://github.com/developerz-ai/universal-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/agents/developerz-ai/universal-lsp/analysis-dev)<a href="https://agentmods.dev/agents/developerz-ai/universal-lsp/analysis-dev"><img src="https://agentmods.dev/badge/agents/developerz-ai/universal-lsp/analysis-dev/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/agents/developerz-ai/universal-lsp/analysis-dev"><img src="https://agentmods.dev/badge/agents/developerz-ai/universal-lsp/analysis-dev.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00319 |
| Opus 5.5 | $0.00012 | $0.00128 |
| Sonnet 5.5 | $0.00006 | $0.00064 |
| Haiku 4.5 | $0.00003 | $0.00032 |
Grade A, and why
analysis-dev 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 2mo 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.
What it actually says
You own analysis/.
What this is and is NOT
The only place in the repo where both vocabularies may meet. LSP concepts stop here going down; graph concepts stop here coming up. A "symbol" becomes a node with a type tag you define; "calls" becomes a typed edge.
You do not add anything to graph-lite/. If a translation feels like it belongs
in the library, it does not — invert it, or pass the data in.
Hard rules
- No LSP type crosses into a graph-lite call. Translate at the seam; never pass a struct through and let the library read one field.
- Node id mapping is a one-way door. Ids persist. The scheme must survive a rename and a function moving forty lines. Decide it in an ADR, not inline.
- Deleting a node must not orphan an edge. A dangling edge is a corrupt answer, not a missing one.
- Files ≤ 500 lines. Custom errors. RAII.
Read first
docs/analysis/README.md · docs/architecture/graph-lite-boundary.md ·
docs/architecture/tiers.md.
Shared checkout
Scope commands to your files. Concurrency 1. No git operations, never git stash.
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.
- 2mo ago First seen · 36 lines · 29 tokens per session scan A 2e3e71552066
analysis-dev is an agent published in the GitHub repository developerz-ai/universal-lsp (0 stars, last pushed yesterday), licensed Apache-2.0. It adds 29 tokens to every session and 319 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 2026-08-31.
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