speccing

speccing is a skill for Claude Code from GregoryHo/arcforge. It costs 61 tokens per session (2,068 once invoked), scanned A, original, MIT.

Spec-driven product state a project is maintained from. Use when a repo keeps living specs and a decision log under product/ and the code is about to change, when a recorded decision is being reversed, when a milestone is picked up or shipped, or when asked to start that state.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Install with agentmods
npx agentmods add skills/gregoryho/arcforge/speccing
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 GregoryHo/arcforge --skill speccing
Clone the repo
git clone --depth 1 https://github.com/GregoryHo/arcforge

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 speccing

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/gregoryho/arcforge/speccing"><img src="https://agentmods.dev/badge/skills/gregoryho/arcforge/speccing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 61 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,068 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.
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 $0.00061 $0.02068
Opus 5.5 $0.00024 $0.00827
Sonnet 5.5 $0.00012 $0.00414
Haiku 4.5 $0.00006 $0.00207

Measured today against content hash e2784518293b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

speccing 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 today.

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/core/speccing/SKILL.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Speccing

Some repositories keep their product intent in files: a living spec per area, a versioned roadmap, an append-only decision log, and a backlog of wishes. Those files are the product's memory. This skill is how you work without corrupting it.

The law

THE SPEC AND THE CODE MERGE IN THE SAME PR
A RECORDED DECISION IS NEVER EDITED

A spec that lags the code is worse than no spec: the next reader trusts it and builds on a promise the code stopped keeping. A decision log you edit records what you currently believe rather than what you chose and why — which is the one thing it existed to preserve.

When this does not apply

  • The repo keeps no product state and the user did not ask for any. Do not create it because it would be tidy — see step 1.
  • The design is still open. Settle what to build with /brainstorming; this skill records what was settled.
  • The change has no product footprint: a typo, a refactor with identical behavior, a dependency bump.

1. Bootstrap only when asked

Starting the ledger is a commitment the user makes. Offer once when the fit is obvious, then wait for a yes.

Once asked, four files: product/ROADMAP.md (the version table and the decision log), product/BACKLOG.md (the wishes), product/specs/<slug>.md (one per area), and a short guide saying how the other three are maintained. Shapes for all four: references/templates.md.

2. Capture a wish

An idea nobody has committed to is one line in the backlog — a slug, a sentence, and an optional dependency note. No estimate, no spec, no roadmap row. Friction here has to stay near zero, or the good ideas go into a chat window instead.

3. Promote before building

Promotion is three edits — two, absent a wish — made before any code:

  1. If it started as a wish, replace its backlog line with a graduation tombstone naming where it went (references/conventions.md). Work the user asked for directly never had a line, and skips this edit alone.
  2. Append a decision recording which version, and why now.
  3. Add the roadmap row and its spec — written from the template for a new area, or this version's behaviors added to the area's existing living spec, never a second file. Either way the spec's Decisions section carries that decision's id and the one-line reason it is cited — the first entry on a new spec, an addition on an existing one, never a swap. An existing spec's header follows its highest linking row from this edit on, not from the build — the compound form in references/conventions.md once a lower row has shipped, plain draft while none has. The new row takes ← we are here only when every row above it has shipped; a building row, or an earlier next row, keeps it.

Read the full file on GitHub · 174 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. today First seen · 174 lines · 61 tokens per session scan A e2784518293b

Subscribe to this mod's changes

speccing is a skill published in the GitHub repository GregoryHo/arcforge (8 stars, last pushed 12d ago), licensed MIT. It adds 61 tokens to every session and 2,068 once invoked, about $0.0002 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 2026-11-07.

Related

speccing compared with skills from other repositories

speccing next to 6 skills from other repositories
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speccingGregoryHo/arcforgeSkill812d agoMITA61Claude Code
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playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
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