absolute-spec

absolute-spec is a skill for Claude Code from maddhruv/absolute. It costs 122 tokens per session (2,265 once invoked), scanned A, original, MIT.

A lightweight design-spec workflow for turning a vague feature idea into a reviewed document. It scans the codebase, asks a small number of necessary questions, writes the result to docs/plans/, and stops before implementation.

In plain words
What is it for?
Use it to explore a feature on paper, prepare work for another developer or agent, and obtain an independent review of the proposed design.
Why use it?
It creates a clear handoff or discussion document before anyone commits to building the feature.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter. Also seen: mentions CLAUDE.md; mentions subagents; names the AskUserQuestion tool.

Good fit Use it to explore a feature on paper, prepare work for another developer or agent, and obtain an independent review of the proposed design.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/maddhruv/absolute/absolute-spec
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.

Any agent
npx skills add maddhruv/absolute --skill absolute-spec
Clone the repo
git clone --depth 1 https://github.com/maddhruv/absolute

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 absolute-spec

README.md
[![agentmods](https://agentmods.dev/badge/skills/maddhruv/absolute/absolute-spec/github.svg)](https://agentmods.dev/skills/maddhruv/absolute/absolute-spec)
Your own site
<a href="https://agentmods.dev/skills/maddhruv/absolute/absolute-spec"><img src="https://agentmods.dev/badge/skills/maddhruv/absolute/absolute-spec/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.

agentmods 80×15 button for absolute-spec

Your own site · 80×15
<a href="https://agentmods.dev/skills/maddhruv/absolute/absolute-spec"><img src="https://agentmods.dev/badge/skills/maddhruv/absolute/absolute-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 122 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,265 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Rogue Agent · line 10
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
How audits are shown
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 $0.00122 $0.02265
Opus 5.5 $0.00049 $0.00906
Sonnet 5.5 $0.00024 $0.00453
Haiku 4.5 $0.00012 $0.00227

Measured 1mo ago against content hash ee195e0303d4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

absolute-spec 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 1mo 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.

skills/absolute-spec/SKILL.md · 217 lines

How it starts

The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Start your first response with the 📋 emoji.

Absolute Spec

Absolute Spec turns a fuzzy intent into a reviewed design-spec document — then stops. It is the planning artifact of work, lifted out of the full lifecycle: scan the codebase, ask only the questions the code can't answer, write the spec, run an independent scored review, and hand back a doc you can discuss, hand off, or feed into /absolute work to build.

It is deliberately lightweight. No relentless interview, no task board, no decompose, no execution. One deliverable: a spec good enough that an unfamiliar developer could build from it.


When to use this command

Use spec when:

  • You want a design spec to discuss, review, or hand off — not build right now.
  • You need to think a feature through on paper before committing to implementation.
  • A teammate or another agent will do the building from your spec.
  • You want a fast, reviewed design doc without the full phase-gated lifecycle.

Do NOT use spec when:

  • You want to design AND build in one flow → use /absolute work (spec is its Phase 2, followed by decompose + safe-wave execution).
  • You're documenting code that already exists / already shipped → use /absolute docs (reference/explanation docs, not a forward design).
  • The change is a one-line obvious fix needing no design.

The line vs work: spec produces a doc and stops; work produces a doc and then builds it. If you're unsure whether you'll build it now, start with spec — you can chain into work afterward and it will pick the spec up.


Key Principles

  1. Codebase before questions. Read what exists first; ask only what code can't answer.
  2. Bounded, not relentless. A short clarify pass (3–5 questions), not the depth-first grill work runs. Batching questions is fine.
  3. The spec is the deliverable. Quality matters more here than anywhere — keep the independent scored review.
  4. Reuse, don't reinvent. Template, scaling rules, and review rubric come from absolute-work's references/spec-writing.md. This command is the thin flow around them.
  5. Stop after review. No code, no board, no execution. Hand off cleanly.
  6. Never auto-commit. Write the spec file and report; the user commits.

Read the full file on GitHub · 217 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. 1mo ago First seen · 217 lines · 122 tokens per session scan A ee195e0303d4

Subscribe to this mod's changes

absolute-spec is a skill published in the GitHub repository maddhruv/absolute (221 stars, last pushed 3mo ago), licensed MIT. It adds 122 tokens to every session and 2,265 once invoked, about $0.0005 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.

Related

Other skills, from other repositories

ai-loop

Runs a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or ambiguous work.

lingxling/awesome-skills-cn · 28 tokens

multi-agent

A process for coordinating multiple coding agents by splitting work among scouts, workers, reviewers, and repair agents. Each agent has a defined role and task.

fengshao1227/ccg-workflow · 49 tokens

harden

Improve interface resilience through better error handling, i18n support, text overflow handling, and edge case management. Makes interfaces robust and production-ready. Use when the user asks to harden, make production-ready, handle edge cases, add error states, or fix overflow and i18n issues.

fengshao1227/ccg-workflow · 62 tokens

overdrive

Pushes interfaces past conventional limits with technically ambitious implementations — shaders, spring physics, scroll-driven reveals, 60fps animations. Use when the user wants to wow, impress, go all-out, or make something that feels extraordinary.

fengshao1227/ccg-workflow · 49 tokens

data-engineering

A guide to data engineering, the work of collecting, moving, processing, and checking data. It covers workflow tools such as Airflow, Dagster, and Prefect, plus streaming and data-quality tools.

fengshao1227/ccg-workflow · 53 tokens

animate

Review a feature and enhance it with purposeful animations, micro-interactions, and motion effects that improve usability and delight. Use when the user mentions adding animation, transitions, micro-interactions, motion design, hover effects, or making the UI feel more alive.

fengshao1227/ccg-workflow · 53 tokens