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 roedyrustam/vibes-plug --skill project-context-mappergit clone --depth 1 https://github.com/roedyrustam/vibes-plugWrote 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/roedyrustam/vibes-plug/project-context-mapper)<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/project-context-mapper"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/project-context-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/skills/roedyrustam/vibes-plug/project-context-mapper"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/project-context-mapper.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 | $0.00037 | $0.01044 |
| Opus 5 | $0.00018 | $0.00522 |
| Sonnet 5 | $0.00007 | $0.00209 |
| Haiku 4.5 | $0.00004 | $0.00104 |
Grade A, and why
project-context-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 7d 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 — 86 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Project Context Mapper (Memory Optimizer)
English
Orchestration & Integration
Connects and orchestrates with relevant domain skills like brainstorming, zero-to-prod-orchestrator, and project-context-mapper to ensure cohesive execution.
Description
LLMs struggle with repositories containing hundreds of files; they lose track of where things are, leading to hallucinations and excessive tool calls. This skill forces the agent to create, read, and maintain a CONTEXT_MAP.md—a highly compressed index of the repository's architecture, dependency graphs, and critical file locations. This acts as the agent's "photographic memory".
Trigger Conditions
Activate this skill when:
- The agent enters a massive, existing codebase for the first time.
- The user complains that the AI is "editing the wrong file" or "forgetting how the app is structured."
- Context token usage is dangerously high and needs optimization.
Core Concepts
1. The Context Map Format
The agent should execute a script or traverse the directory to generate a compressed map in CONTEXT_MAP.md (or within .agents/).
# CONTEXT MAP (Do not delete)
## Architecture
- Frontend: Next.js App Router (src/app)
- Backend: Hono RPC (src/server)
- DB: Drizzle (src/db/schema.ts)
## Dependency Graph (Critical Paths)
- `src/app/page.tsx` -> `src/components/ui/Button.tsx`
- `src/server/routes/users.ts` -> `src/db/queries/users.ts`
## State Locations
- Global Auth: `src/store/auth.ts` (Zustand)
2. Workflow
- On Start: The agent reads
CONTEXT_MAP.mdinstead of blindly listing directories. - On Modification: When the agent creates a new major component, route, or service, it MUST append that location to the context map.
Best Practices
- Keep it Ultra-Compressed: Do not store full code in the map. Store ONLY file paths, responsibilities (1 sentence), and connections.
- BM25 Search First: Before writing to the context map, consider using
grep_searchor semantic search for targeted lookups. The map is for architectural understanding, not exact variable finding.
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.
- 7d ago First seen · 86 lines · 37 tokens per session scan A 3b2968fdd29d
project-context-mapper is a skill published in the GitHub repository roedyrustam/vibes-plug (50 stars, last pushed 3d ago), licensed MIT. It adds 37 tokens to every session and 1,044 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 2026-09-03.
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