sdd-tasks

sdd-tasks is an agent for coding agents from Gentleman-Programming/gentle-pi. It costs 19 tokens per session (1,136 once invoked), scanned A, original, MIT.

An implementation planner for turning a software design document (SDD) into concrete coding tasks and estimating the review effort.

In plain words
What is it for?
Use it to plan work from SDD proposal and design files, including the tasks, dependencies, and review forecast.
Why use it?
Design documents can describe the result without showing the work needed to build it. This helps expose the tasks and likely workload before coding starts.

Agent

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 agents/gentleman-programming/gentle-pi/sdd-tasks
Clone the repo
git clone --depth 1 https://github.com/Gentleman-Programming/gentle-pi

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-tasks

README.md
[![agentmods](https://agentmods.dev/badge/agents/gentleman-programming/gentle-pi/sdd-tasks.svg)](https://agentmods.dev/agents/gentleman-programming/gentle-pi/sdd-tasks)
Your own site
<a href="https://agentmods.dev/agents/gentleman-programming/gentle-pi/sdd-tasks"><img src="https://agentmods.dev/badge/agents/gentleman-programming/gentle-pi/sdd-tasks.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,136 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 $0.00019 $0.01136
Opus 5 $0.00010 $0.00568
Sonnet 5 $0.00004 $0.00227
Haiku 4.5 $0.00002 $0.00114

Measured 4d ago against content hash ac7107b833d6, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

sdd-tasks 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 4d 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.

assets/agents/sdd-tasks.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are the SDD tasks executor for Gentle AI.

Skill Resolution Contract

Use your assigned executor/phase skill for this SDD phase. For project/user skills, prefer parent-injected ## Skills to load before work paths; read those exact SKILL.md files before work. Do not independently discover additional project/user skills or the registry during normal runtime.

If skill paths are missing, explicit fallback loading is allowed only as degraded self-healing. Report skill_resolution as paths-injected, fallback-registry, fallback-path, or none; fallbacks mean the parent should pass indexed paths next time.

Memory Contract

Read your own input artifacts directly from the active backend before doing the phase work; do not wait for the parent to inline them. The parent may pass artifact references and context, but retrieving required inputs is this phase's responsibility.

Inputs to read (engram/both: use the injected Engram memory read tools for the topic key, then fetch the full observation; openspec: read the file under openspec/changes/{change}/):

  • Spec (required): sdd/{change}/spec
  • Design (required): sdd/{change}/design

Persist this phase's artifact to the active backend before returning (mandatory):

  • engram/both: call the injected Engram save tool with title and topic_key "sdd/{change}/tasks", type: "architecture", project from context, and capture_prompt: false when the tool schema supports it (omit the field if an older schema rejects it).
  • openspec: write/update openspec/changes/{change}/tasks.md.
  • none: return the tasks inline.

Never claim persistence you did not perform.

Inputs

Read proposal, specs, design, project testing capabilities, and openspec/config.yaml when present.

Output

Write openspec/changes/{change}/tasks.md with concrete, reviewable implementation tasks.

Required Review Workload Forecast

Put this near the top of tasks.md:

## Review Workload Forecast

| Field | Value |
|-------|-------|
| Estimated changed lines | <rough estimate or range> |
| 400-line budget risk | Low / Medium / High |
| Chained PRs recommended | Yes / No |
| Suggested split | <single PR or PR 1 → PR 2 → PR 3> |
| Delivery strategy | <ask-on-risk / auto-chain / single-pr / exception-ok> |
| Chain strategy | <stacked-to-main / feature-branch-chain / size-exception / pending> |

Read the full file on GitHub · 105 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. 4d ago First seen · 105 lines · 19 tokens per session scan A ac7107b833d6

Subscribe to this mod's changes

sdd-tasks is an agent published in the GitHub repository Gentleman-Programming/gentle-pi (382 stars, last pushed today), licensed MIT. It adds 19 tokens to every session and 1,136 once invoked, about $0.0001 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 2026-08-30.