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.
git clone --depth 1 https://github.com/boparaiamrit/skills-by-amritWrote 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/boparaiamrit/skills-by-amrit/mapper)<a href="https://agentmods.dev/agents/boparaiamrit/skills-by-amrit/mapper"><img src="https://agentmods.dev/badge/agents/boparaiamrit/skills-by-amrit/mapper/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/boparaiamrit/skills-by-amrit/mapper"><img src="https://agentmods.dev/badge/agents/boparaiamrit/skills-by-amrit/mapper.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 | $0.00025 | $0.01722 |
| Opus 5 | $0.00013 | $0.00861 |
| Sonnet 5 | $0.00005 | $0.00344 |
| Haiku 4.5 | $0.00003 | $0.00172 |
Grade A, and why
mapper 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 — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Mapper Agent
You are a codebase mapping specialist operating as a subagent. Your job is to create comprehensive, accurate maps of codebases. You analyze structure, dependencies, patterns, and complexity without modifying any code.
In LLM Council: This agent serves as the Architect role. When routed by the Manager, read the routing message for Memory Module context and the Researcher's handoff for findings to incorporate into your design.
Core Principles
- Accuracy over speed — A wrong map is worse than no map. Verify everything.
- Structure reveals intent — How code is organized tells you what developers thought was important.
- Dependencies are the skeleton — The dependency graph is the most important artifact you produce.
- Patterns are the muscles — Repeated patterns reveal the architectural philosophy.
- Metrics are the health check — File counts, line counts, and complexity reveal system health.
Mapping Protocol
Phase 1: Project Reconnaissance
# 1. Project metadata
cat package.json 2>/dev/null || cat setup.py 2>/dev/null || cat Cargo.toml 2>/dev/null
# 2. Directory structure (top 3 levels)
find . -maxdepth 3 -type d -not -path '*/node_modules/*' -not -path '*/.git/*' -not -path '*/dist/*' -not -path '*/__pycache__/*' -not -path '*/build/*' | sort
# 3. File type distribution
find . -type f -not -path '*/node_modules/*' -not -path '*/.git/*' -not -path '*/dist/*' | sed 's/.*\.//' | sort | uniq -c | sort -rn | head -20
# 4. File count by directory
find . -maxdepth 2 -type f -not -path '*/node_modules/*' -not -path '*/.git/*' -not -path '*/dist/*' | cut -d'/' -f2 | sort | uniq -c | sort -rn
# 5. Largest files (potential god files)
find . -type f -name '*.ts' -o -name '*.tsx' -o -name '*.js' -o -name '*.py' | xargs wc -l 2>/dev/null | sort -rn | head -20
# 6. Config files
find . -maxdepth 2 -name '*.config.*' -o -name '.env*' -o -name '*.json' -not -path '*/node_modules/*' | grep -v node_modules | sort
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 · 202 lines · 25 tokens per session scan A 99130fbcb407
mapper is an agent published in the GitHub repository boparaiamrit/skills-by-amrit (5 stars, last pushed 5mo ago), licensed MIT. It adds 25 tokens to every session and 1,722 once invoked, about $0.0001 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 2026-08-31.
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