sdd-derive

sdd-derive is a skill for Claude Code, Codex from ahgraber/skills. It costs 54 tokens per session (4,079 once invoked), scanned A, original, CC0-1.0.

A method for creating software specifications from existing code or documenting behavior that has already been implemented. SDD means a specification-driven development process.

In plain words
What is it for?
Use it to document authentication flows or other existing features, generate specifications from code, and record implemented behavior in an SDD format.
Why use it?
It turns working but undocumented behavior into a clear reference for future changes, review, and maintenance.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths; mentions subagents.

Good fit Use it to document authentication flows or other existing features, generate specifications from code, and record implemented behavior in an SDD format.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ahgraber/skills/sdd-derive
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 ahgraber/skills --skill sdd-derive
Clone the repo
git clone --depth 1 https://github.com/ahgraber/skills

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 sdd-derive

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/ahgraber/skills/sdd-derive"><img src="https://agentmods.dev/badge/skills/ahgraber/skills/sdd-derive.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,079 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 $0.00054 $0.04079
Opus 5 $0.00027 $0.02039
Sonnet 5 $0.00011 $0.00816
Haiku 4.5 $0.00005 $0.00408

Measured 9d ago against content hash a5cd0e599cb7, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

sdd-derive 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 9d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (references/validate.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/sdd-derive/SKILL.md · 352 lines

How it starts

The opening of the file, as written. The whole thing — 352 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SDD Derive

Orchestrate spec generation from existing code: a change directory (new or modified behavior) or baseline specs (retroactive documentation).

The orchestrator holds context across phases; subagents are dispatched for scoped work that benefits from context isolation.

SPECS_ROOT is resolved by the sdd router before this skill runs. Replace .specs/ with the project's actual specs root.

Writing Style

Write the derived specs in the voice of a professional technical writer. Prefer ASD-STE100 Simplified Technical English: short sentences, one instruction per sentence, active voice, and one term per concept. Keep identifiers, commands, paths, and RFC 2119 keywords exact.

When to Use

  • Deriving specs from existing code ("derive SDD specs for the auth flow")
  • Documenting implemented behavior retroactively into baseline specs
  • Producing a change directory for behavior already implemented
  • User phrases: "derive specs", "generate specs from code", "retrofit specs", "document this code in SDD"

When Not to Use

  • Translating specs from another tool or format — use sdd-translate
  • No codebase and no existing behavior to anchor against — use sdd-propose
  • Exploring a problem before deciding what to spec — use sdd-explore

Invocation Notice

  • Tell the user when this skill is running: sdd-derive. Skip the notice when the user asked for the skill by name or slash command; spelling and spacing need not match. A phrase from this skill's own trigger list is not a name — naming the work is not naming the skill.

Determine Output Type

Baseline specs (.specs/specs/) document implemented behavior. Write baseline specs only when existing code anchors them; otherwise generate a change directory.

digraph output_type {
    ".specs/specs/ exists?" [shape=diamond];
    "Codebase has relevant\nimplementation?\n(answered by Phase 2 discovery)" [shape=diamond];
    "New or existing behavior?" [shape=diamond];
    "Generate change directory\n(.specs/changes/<name>/)\nADDED-only delta specs" [shape=box];
    "Generate change directory\n(.specs/changes/<name>/)" [shape=box];
    "Generate baseline specs\n(.specs/specs/)" [shape=box];

    ".specs/specs/ exists?" -> "Codebase has relevant\nimplementation?\n(answered by Phase 2 discovery)" [label="no"];
    "Codebase has relevant\nimplementation?\n(answered by Phase 2 discovery)" -> "Generate baseline specs\n(.specs/specs/)" [label="yes — retroactive doc"];
    "Codebase has relevant\nimplementation?\n(answered by Phase 2 discovery)" -> "Generate change directory\n(.specs/changes/<name>/)\nADDED-only delta specs" [label="no — greenfield"];
    ".specs/specs/ exists?" -> "New or existing behavior?" [label="yes"];
    "New or existing behavior?" -> "Generate change directory\n(.specs/changes/<name>/)" [label="new or modified"];
    "New or existing behavior?" -> "Generate baseline specs\n(.specs/specs/)" [label="retroactive doc"];
}

Read the full file on GitHub · 352 lines

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. 9d ago First seen · 352 lines · 54 tokens per session scan A a5cd0e599cb7

Subscribe to this mod's changes

sdd-derive is a skill published in the GitHub repository ahgraber/skills (5 stars, last pushed 2d ago), licensed CC0-1.0. It adds 54 tokens to every session and 4,079 once invoked, about $0.0003 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 2026-08-31.

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