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 igmarin/rails-agent-skills --skill load-contextgit clone --depth 1 https://github.com/igmarin/rails-agent-skillsWrote 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/igmarin/rails-agent-skills/load-context)<a href="https://agentmods.dev/skills/igmarin/rails-agent-skills/load-context"><img src="https://agentmods.dev/badge/skills/igmarin/rails-agent-skills/load-context/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/igmarin/rails-agent-skills/load-context"><img src="https://agentmods.dev/badge/skills/igmarin/rails-agent-skills/load-context.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 | $0.00044 | $0.01478 |
| Opus 5 | $0.00022 | $0.00739 |
| Sonnet 5 | $0.00009 | $0.00296 |
| Haiku 4.5 | $0.00004 | $0.00148 |
Grade A, and why
load-context 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 — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Load Context
HARD-GATE
DO NOT propose code, specs, PRDs, or task lists until the Context Summary is posted.
DO NOT silently resolve ambiguity — if requirements conflict or specs and code disagree, post a Confusion Block first.
DO NOT load the entire repo — use targeted reads (schema, routes, one neighbor of each kind).
ALWAYS cite the files you read (path:line where possible) so the user can verify.
ALWAYS re-check context when the user's request changes scope mid-conversation.
Core Process
Load minimum context before any code, spec, or PRD in an existing Rails codebase. A fifteen-second read of db/schema.rb, config/routes.rb, and one neighbor saves a full retry.
Automatic Context (Optional)
If rails-ai-bridge is running, call the get_project_context tool to retrieve unified project context (structure, routes, models, schema, dependencies). When this succeeds, skip manual steps 2 and 3 below and proceed directly to finding neighbor patterns and posting the Context Summary.
Manual Context Discovery (Fallback)
- Scope the change: In one sentence, name the Rails layer touched (controller, model, service, job, engine, view/Turbo, migration, API, GraphQL).
- Load baseline Rails context: Read at minimum:
db/schema.rb— tables and columns involved (grep by table name)config/routes.rb— routes that border the changeGemfile.lock— confirm Rails version + domain gems (sidekiq, pundit, rspec, rails-i18n, graphql, etc.) Do not read other files (likeconfig/application.rb) as baseline context unless explicitly requested by the task.
- Load one neighbor of each kind: For each Rails layer touched, open the nearest sibling that already solves a similar problem — a comparable controller, service, spec, factory.
When searching for neighbors, ALWAYS run and cite the exact
grep -rcommands using the pattern:grep -r "class.*<LayerName>" <directory>. Specifically:- Controllers:
grep -r "class.*Controller" app/controllers - Services:
grep -r "class.*Service" app/services - Models:
grep -r "class.*Model" app/models - Jobs:
grep -r "class.*Job" app/jobsDo not use glob patterns orfindcommands to search for classes. Include the exact grep command in the Context Summary.
- Controllers:
- Detect drift: If there is an existing spec for the area, compare what it asserts vs what the code currently does. Drift is a red flag — document it.
- Post the Context Summary: Before any proposal, output the template below (see Output Style).
- Handle ambiguity: If steps 2–4 surface a conflict (two patterns used, specs contradict code, missing requirement, unclear boundary), produce a Confusion Block:
What ships with it
3 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.
- 9d ago First seen · 112 lines · 44 tokens per session scan A c295d2a511cc
load-context is a skill published in the GitHub repository igmarin/rails-agent-skills (24 stars, last pushed 18d ago), licensed MIT. It adds 44 tokens to every session and 1,478 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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