Borrowing it
Nothing to install: this file belongs to r3bl-org/r3bl-open-core. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/r3bl-org/r3bl-open-core/main/.agents/skills/design-philosophy/SKILL.mdgit clone --depth 1 https://github.com/r3bl-org/r3bl-open-coreWrote 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/r3bl-org/r3bl-open-core/design-philosophy)<a href="https://agentmods.dev/skills/r3bl-org/r3bl-open-core/design-philosophy"><img src="https://agentmods.dev/badge/skills/r3bl-org/r3bl-open-core/design-philosophy/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/r3bl-org/r3bl-open-core/design-philosophy"><img src="https://agentmods.dev/badge/skills/r3bl-org/r3bl-open-core/design-philosophy.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 | $0.00036 | $0.02386 |
| Opus 5.5 | $0.00014 | $0.00954 |
| Sonnet 5.5 | $0.00007 | $0.00477 |
| Haiku 4.5 | $0.00004 | $0.00239 |
Grade A, and why
design-philosophy 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 11d 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 — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Design Philosophy Skill
Apply these principles when writing or reviewing code.
When to Use
- Proactively when designing new APIs, modules, or data structures
- When refactoring existing code
- When reviewing code for maintainability
Core Principles
1. Minimize Cognitive Load
Code should be easy to understand without loading too much into working memory.
Guidelines:
- Good Separation of Concerns (SoC) means fewer "things" to keep in mind
- Each module/function should have a single, clear responsibility
- Limit the number of concepts a reader must hold simultaneously
- Clean Imports: Use
usestatements at the top of files rather than inline absolute paths (e.g.crate::Type) to reduce visual noise and cognitive clutter in function bodies. - No Magic Numbers/Strings: Extract domain-specific numbers and strings (like ANSI mode integers or escape sequences) into named constants (e.g., in
tui/src/core/ansi/constants/). Do not use magic numbers directly in business logic or pattern matches, as this requires readers to memorize their meaning. - Single Source of Truth for Constants: Never duplicate raw literals across byte, string, and length constants. Follow the Constant Derivation Hierarchy:
- Atomic Primitives (Single byte/char):
u8is the SSOT (u8tocharviaascii_byte_to_charto&strviaascii_byte_to_str). - Composed Sequences (Multi-byte strings):
&stris the SSOT (&strvia compile-time concatenation/macro to&[u8]via.as_bytes()tousizevia.len()). See Constant Design Patterns inpatterns.md.
- Atomic Primitives (Single byte/char):
- Technical Precision: Use standard, precise terminology (e.g., Parameter vs. Argument) to ensure the reader's mental model matches the implementation exactly. See the Terminology Precision guide.
2. Progressive Disclosure
Reveal complexity only when needed.
Guidelines:
What ships with it
1 file 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.
- 11d ago Changed · +7 lines 8f8851943beb
- 15d ago Changed · +8 lines 18ac566e8361
- 1mo ago Changed · +9 lines 6e88d8ffcbd6
- 2mo ago First seen · 104 lines · 36 tokens per session scan A 028862b085c9
design-philosophy is a skill published in the GitHub repository r3bl-org/r3bl-open-core (486 stars, last pushed yesterday), licensed Apache-2.0. It adds 36 tokens to every session and 2,386 once invoked, about $0.0001 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 2026-08-30.
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