DeepReason: Skill for Claude Code

.claude/skills/pinker-clarity-workflow/SKILL.md

pinker-clarity-workflow is a skill for Claude Code from AHepi/DeepReason. It costs 92 tokens per session (1,156 once invoked), scanned A, original, MIT.

A workflow for producing clear explanations by first securing understanding and then improving the writing.

In plain words
What is it for?
Use it to design lessons, write explanations, or combine teaching and writing work.
Why use it?
It helps writers avoid polishing text that is still confusing or assumes too much background knowledge.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: $skill-name invocation.

This is AHepi/DeepReason's own configuration. It tells Claude Code how to work on DeepReason itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything DeepReason configures →

Reuse

Borrowing it

Nothing to install: this file belongs to AHepi/DeepReason. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/AHepi/DeepReason/main/.claude/skills/pinker-clarity-workflow/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/AHepi/DeepReason

Made for: Claude Code.

Wrote 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.

agentmods badge for pinker-clarity-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/ahepi/deepreason/pinker-clarity-workflow.svg)](https://agentmods.dev/skills/ahepi/deepreason/pinker-clarity-workflow)
Your own site
<a href="https://agentmods.dev/skills/ahepi/deepreason/pinker-clarity-workflow"><img src="https://agentmods.dev/badge/skills/ahepi/deepreason/pinker-clarity-workflow.svg" alt="Measured on agentmods" height="20"></a>
Per session 92 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,156 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00092 $0.01156
Opus 5 $0.00046 $0.00578
Sonnet 5 $0.00018 $0.00231
Haiku 4.5 $0.00009 $0.00116

Measured 2d ago against content hash e2cace23e551, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

pinker-clarity-workflow 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 2d 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.

.claude/skills/pinker-clarity-workflow/SKILL.md · 59 lines

How it starts

The opening of the file, as written. The whole thing — 59 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Pinker Clarity Workflow

Produce reader or learner understanding before polishing expression. Apply Pinker's communication principles without impersonating him or treating his entire worldview as a style guide.

Route the request

Identify the operating mode from the requested outcome:

  • Method: Explain how to teach, how to write, or how the two fit together. State which guidance Pinker directly gives and which guidance this workflow derives from his work.
  • Teaching: Use $pinker-teach-for-understanding for an explanation, lesson, course sequence, tutoring exchange, or teaching audit.
  • Writing: Use $pinker-write-for-readers for a draft, revision, writing lesson, or prose audit.
  • Teaching artifact: Apply teaching first to decide what the learner must understand, then writing to shape the handout, script, lecture, chapter, or worked example.
  • Research about Pinker: Read references/research-map.md. Verify time-sensitive claims against current primary sources.

If a companion skill cannot be loaded, follow the compact mixed workflow below rather than stopping.

Establish the communication contract

Determine the real-world subject, intended audience, desired change in understanding or ability, medium, length, register, and non-negotiable content. Infer ordinary details when safe. Ask only when a missing choice would materially change the result.

Treat the audience as intelligent but not already initiated into the writer's or teacher's guild. Record what they likely know, what they need next, and which terms or premises may be invisible to an expert.

Run the mixed workflow

  1. Ground truth. Extract the claims, evidence, distinctions, uncertainties, and source constraints. Research missing or current facts before drafting. Fluency is not evidence.
  2. Name the destination. State what the audience should be able to explain, predict, distinguish, decide, or do afterward.
  3. Build the model. Start from a phenomenon, problem, puzzle, or consequential question. Organize the few ideas that explain it. Separate the best current conclusion from live uncertainty.
  4. Bridge the knowledge gap. Pair each important generalization with a concrete example. Define necessary terms at first useful contact. Supply hidden premises and identify pronoun or acronym referents.
  5. Test understanding. Require paraphrase, prediction, comparison, application, or a counterexample when interaction permits. Do not use assent or smooth repetition as the test.
  6. Shape the prose. Put the problem before its solution, keep the topic visible, make relations between sentences recoverable, and prefer actors and actions when abstractions hide them.
  7. Test the communication. Seek feedback from a representative reader or learner when available. If no human test occurred, say so and provide targeted test questions instead of claiming validation. For a standalone learner-facing artifact, put that disclosure in the handoff note rather than interrupting the artifact itself.
  8. Revise. Repair the content model before local wording. Then revise coherence, syntax, context, concision, rhythm, and usage in that order.

Read the full file on GitHub · 59 lines

Files

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.

Changes

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.

  1. 2d ago First seen · 59 lines · 92 tokens per session scan A e2cace23e551

Subscribe to this mod's changes

pinker-clarity-workflow is a skill published in the GitHub repository AHepi/DeepReason (142 stars, last pushed today), licensed MIT. It adds 92 tokens to every session and 1,156 once invoked, about $0.0005 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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