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 agentmods add skills/mepuka/effect-ontology/effect-foundationsnpx skills add mepuka/effect-ontology --skill effect-foundationsgit clone --depth 1 https://github.com/mepuka/effect-ontologyWrote 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/mepuka/effect-ontology/effect-foundations)<a href="https://agentmods.dev/skills/mepuka/effect-ontology/effect-foundations"><img src="https://agentmods.dev/badge/skills/mepuka/effect-ontology/effect-foundations.svg" alt="Measured on agentmods" 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 | $0.00031 | $0.01480 |
| Opus 5 | $0.00015 | $0.00740 |
| Sonnet 5 | $0.00006 | $0.00296 |
| Haiku 4.5 | $0.00003 | $0.00148 |
Grade A, and why
effect-foundations 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 5d 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 — 166 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Effect Foundations & Style
Purpose: Provide a compact, go-to checklist for writing idiomatic Effect TypeScript with data-first pipe style, minimal imperative code, and strong typing. Optimized for a coding agent with limited context.
Triggers
- New Effect implementation or refactor
- Selecting map/flatMap/andThen/tap operators
- Converting promise/callback to Effect
When to use
- You’re unsure which operator to pick (map vs flatMap vs andThen vs tap)
- You need a minimal template for sequential vs parallel code
- You want to keep error and context channels explicit (
Effect<E, A, R>)
Checklist (Do First)
- Prefer data-first
.pipe()style for readability - Use
Effect.genfor sequential logic;Effect.allfor parallelism - Lift values with
Effect.succeed, failures withEffect.fail - Declare errors as
Data.TaggedErrorand recover withcatchTag(s) - Keep effects small, composable, and typed—avoid
any - If
R(requirements) is notnever, provide layers explicitly
Minimal Patterns
- Creation
const value = Effect.succeed(42)
const failure = Effect.fail(new MyError())
- Transform
const result = value.pipe(
Effect.map((n) => n * 2),
Effect.tap((n) => Effect.log(`n=${n}`))
)
- Sequential
const program = Effect.gen(function* () {
const a = yield* getA()
const b = yield* getB(a)
return b
})
- Parallel
const both = yield* Effect.all([left(), right()], { concurrency: "unbounded" })
Operator Selection Guide
- Map value:
Effect.map - Chain effect:
Effect.flatMap - Ignore previous result:
Effect.andThen - Side-effect only:
Effect.tap - Provide context:
Effect.provide/layers (see layers skill) - Combine layers:
Layer.merge,Layer.provide
Key APIs (intuition)
Effect.gen: write sequential code withyield*for each EffectEffect.all(values, { concurrency }): run independent Effects concurrentlyEffect.catchTags(...): recover only specific typed errorsLayer.merge(a, b): compose dependencies once, reuse everywhereEffect.runPromise(...): bridge Effects to async workflows
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.
- 5d ago First seen · 166 lines · 31 tokens per session scan A b58b68f37acc
effect-foundations is a skill published in the GitHub repository mepuka/effect-ontology (5 stars, last pushed 8mo ago), licensed MIT. It adds 31 tokens to every session and 1,480 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 2026-08-31.
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