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 eresende/pitlane-mcp --skill pitlane-navigationgit clone --depth 1 https://github.com/eresende/pitlane-mcpWrote 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/eresende/pitlane-mcp/pitlane-navigation)<a href="https://agentmods.dev/skills/eresende/pitlane-mcp/pitlane-navigation"><img src="https://agentmods.dev/badge/skills/eresende/pitlane-mcp/pitlane-navigation/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/eresende/pitlane-mcp/pitlane-navigation"><img src="https://agentmods.dev/badge/skills/eresende/pitlane-mcp/pitlane-navigation.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 | $0.00040 | $0.01120 |
| Opus 5.5 | $0.00016 | $0.00448 |
| Sonnet 5.5 | $0.00008 | $0.00224 |
| Haiku 4.5 | $0.00004 | $0.00112 |
Grade A, and why
pitlane-navigation 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 20d 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 — 66 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PitlaneMCP navigation
Use this skill when exploring a codebase and the pitlane-mcp MCP server is available. PitlaneMCP indexes source using tree-sitter and provides focused reads and graph-based navigation. This skill does not install the server; see setup and config examples.
Choose the right tool
- For a simple exact string lookup or an edit requiring whole-file context, the agent's native tools may be faster. Do not route every operation through PitlaneMCP without reason.
- For ambiguous symbol or file discovery, use
locate_code. - For broad "how does this work?" questions requiring source evidence, use
investigate. - For a known target, use
read_code_unitto retrieve the smallest useful unit. - For entry-to-output, source-to-sink, or config-to-effect paths, use
trace_path. - For refactoring blast radius, use
analyze_impact; for a Git diff, useanalyze_changes. - For a known log string, import, macro, text fragment, or regex, use
search_content. - For repository Markdown or runbooks, use
search_knowledge, thenread_knowledge_documentfor the relevant section. - If MCP is missing, failing, or clearly unhelpful for the task, fall back to native navigation. Do not block completion.
Start and discover
- Confirm PitlaneMCP tools are exposed to this agent. If absent, refer the user to setup rather than imagining tool results.
- Call
ensure_project_readyonce for the project when indexing is needed. It creates/checks the index and reports whether embeddings are still running; it does not block for them. - Use
get_index_statsonly when repository scope or index state is useful to the question. Do not repeatedly poll it to wait for embeddings. - Use default-tier tools by default. Advanced primitives require the server to run with
PITLANE_MCP_TOOL_TIER=all.
Search deliberately
- Use
locate_coderather than guessing whether a query is a symbol, file or text fragment. locate_codeselects its search strategy automatically; it has nomodeparameter. Describe behaviour or responsibility in the query for semantic discovery, which falls back to lexical search when embeddings are unavailable.- For a known symbol, give
locate_codeits concrete name; for a distinctive text fragment, usesearch_content. - Write semantic queries as an action plus subject (for example, "build regex matcher from CLI flags"), not a bag of generic keywords.
- If semantic matches are weak, rephrase once; then use a concrete symbol name with
locate_codeor a known text fragment withsearch_contentrather than many broad queries. - Use
read_code_unitafter finding a target, and expand only as necessary. Honorread_state.status:unchangedmeans expand rather than repeat an identical read;changedmeans use refreshed content. - Pay attention to
session_statefromlocate_code,trace_path, andanalyze_impactwhen present, especially whether an unseen relevant alternative was promoted.
What ships with it
5 files 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.
- 20d ago First seen · 66 lines · 40 tokens per session scan A 09556ef23680
pitlane-navigation is a skill published in the GitHub repository eresende/pitlane-mcp (76 stars, last pushed yesterday), licensed Apache-2.0. It adds 40 tokens to every session and 1,120 once invoked, about $0.0002 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 2026-10-19.
pitlane-navigation compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pitlane-navigationeresende/pitlane-mcp | Skill | 76 | yesterday | Apache-2.0 | A | 40 | Claude Code, Codex |
| optimization1jehuang/jcode | Skill | 22k | today | MIT | A | 52 | Claude Code |
| gpt-image-gencode-yeongyu/senpi | Skill | 514 | today | MIT | A | 66 | Claude Code, Codex |
| tmux-manual-qacode-yeongyu/senpi | Skill | 514 | today | MIT | A | 66 | Claude Code, Codex |
| buncode-yeongyu/senpi | Skill | 514 | today | MIT | A | 237 | Claude Code, Codex |
| releasegenai-io/san | Skill | 147 | yesterday | Apache-2.0 | A | 75 | Claude Code |
| qagenai-io/san | Skill | 147 | yesterday | Apache-2.0 | A | 82 | Claude Code |