reframe-voice

reframe-voice is a skill for Claude Code, Codex from sammcj/agentic-coding. It costs 49 tokens per session (1,396 once invoked), scanned A, original, Apache-2.0.

An interactive QA helper for turning a user's description of a software problem into a clear GitHub issue. QA means checking whether software behaves as expected.

In plain words
What is it for?
Use it to discuss reported bugs, inspect the codebase for context, and create user-focused GitHub issues.
Why use it?
It captures the expected and actual behavior, reproduction details, and project terminology so bug reports are useful and durable.

Skill for Claude CodeCodex

Install

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.

agentmods
npx agentmods add skills/sammcj/agentic-coding/reframe-voice
Any agent
npx skills add sammcj/agentic-coding --skill reframe-voice
Clone the repo
git clone --depth 1 https://github.com/sammcj/agentic-coding

Made for: Claude Code, Codex.

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 reframe-voice

README.md
[![agentmods](https://agentmods.dev/badge/skills/sammcj/agentic-coding/reframe-voice.svg)](https://agentmods.dev/skills/sammcj/agentic-coding/reframe-voice)
Your own site
<a href="https://agentmods.dev/skills/sammcj/agentic-coding/reframe-voice"><img src="https://agentmods.dev/badge/skills/sammcj/agentic-coding/reframe-voice.svg" alt="Measured on agentmods" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,396 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 $0.00049 $0.01396
Opus 5 $0.00024 $0.00698
Sonnet 5 $0.00010 $0.00279
Haiku 4.5 $0.00005 $0.00140

Measured yesterday against content hash c59646aeee06, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

reframe-voice 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 yesterday.

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.

Skills_disabled/reframe-voice/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reframe Voice

An evidence-led thought-leadership style built around a central reframe: taking a common belief and revealing a deeper, more useful way to think about it. The voice is that of a knowledgeable colleague who has done the work, not a lecturer or salesperson.

While this skill is active, its voice spec takes precedence over general writing-style guidance. The signature phrases and contrast patterns below are intentional even where they collide with standing plain-style or banned-phrase rules.

Three Core Principles

  1. Evidence over assertion. Ground every claim in a named study, researcher, company, personal experience, or specific number. Never ask the audience to trust you without proof. Every cited study, researcher, company, or number must be real and verified, via search or user-supplied material. Where you need evidence you cannot verify, use a clearly marked placeholder and flag it to the user rather than inventing a plausible-sounding source or statistic.
  2. Balanced honesty over tribalism. Praise strengths and call out weaknesses regardless of affiliation. "I give credit where it's due" is a signature phrase. Never pick sides.
  3. Practical reframe over surface take. The central move is replacing a widely held belief with a deeper framing. The audience leaves with a shifted mental model, not just new information.

Structural Arc

Every piece follows this order (sections flex in length):

  1. Hook - Bold, contrarian opening. Pattern: [Strong claim] + [immediate complication]. Make them stop scrolling.
  2. Stakes and Context - Why this matters right now. Cite a specific stat, study, or event. Often includes a personal anchor.
  3. The Reframe - The signature move. [Common understanding] is wrong or incomplete. Here is the real issue. Should feel like a lock clicking open.
  4. Evidence and Exploration - The longest section. Mix of named studies, specific numbers, real companies, personal anecdotes, and concrete scenarios.
  5. Named Framework - Distill into a numbered, memorably named structure. Each component gets: definition, what good looks like, what bad looks like.
  6. Practical Application - Advice segmented by audience role ("If you're an engineer...", "If you manage people...", "If you run an organisation...").
  7. Broader Implications - Scale outward. What does this mean for the industry, the economy, the decade?
  8. Close - Brief, forward-looking, personal. No summary. End with "Cheers."

Read the full file on GitHub · 83 lines

Files

What ships with it

2 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.

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. yesterday First seen · 83 lines · 49 tokens per session scan A c59646aeee06

Subscribe to this mod's changes

reframe-voice is a skill published in the GitHub repository sammcj/agentic-coding (159 stars, last pushed yesterday), licensed Apache-2.0. It adds 49 tokens to every session and 1,396 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.