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.
npx skills add makifbaysal/tasktrooper --skill project-split-decompositiongit clone --depth 1 https://github.com/makifbaysal/tasktrooperWrote 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.
[](https://agentmods.dev/skills/makifbaysal/tasktrooper/project-split-decomposition)<a href="https://agentmods.dev/skills/makifbaysal/tasktrooper/project-split-decomposition"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/project-split-decomposition/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.
<a href="https://agentmods.dev/skills/makifbaysal/tasktrooper/project-split-decomposition"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/project-split-decomposition.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00037 | $0.01580 |
| Opus 5.5 | $0.00015 | $0.00632 |
| Sonnet 5.5 | $0.00007 | $0.00316 |
| Haiku 4.5 | $0.00004 | $0.00158 |
Grade A, and why
project-split-decomposition 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.
How it starts
The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Project Split Decomposition
Overview
Real features cross repository boundaries: an API in the backend repo, a screen in the web repo, a screen in the mobile repo. After the human approves the analysis, you split the work along repository lines and open one or more implementation tasks per repository, never one task spanning two, each carrying the slice of the plan that repository needs. A developer working the web task should never have to read the backend repo's plan to do their job.
Core principle: One repository (and, in a monorepo, one component), one self-contained plan slice per task. The split follows the deployable unit, not the feature.
REQUIRED SUB-SKILL: task-decomposition (per-task structure, AC, assignees). This skill decides the BOUNDARIES; task-decomposition fills each task in.
When to Use
Use after the human approves an analiz (see analiz-human-review-gate) whenever the plan touches more than one repository. A single-repository change skips straight to task-decomposition.
How to Split
- List the repositories the plan touches, by name from
list_repositories: backend-api, web, mobile, an automation/test repo, etc. Note whichproject(initiative, fromlist_projects) each belongs to, if any. - One or more implementation tasks per repository, never one task spanning two. They build, test, and deploy independently.
- Within a repository, split by layer only if independently deliverable, and by
componentwhen it is a monorepo. A backend task may cover the whole vertical slice for that repo; split further only where a reviewer could accept one part and reject another. - Write each repository's plan slice into its task. Copy the relevant plan sections, file paths, and the Interfaces blocks that task consumes/produces — verbatim, not "see the main plan." The task is self-contained.
- Order by cross-repository dependency, in the arguments. The repository that produces an interface goes before the repository that consumes it. On the consuming task set
blocked_by: ["<producer key>"](nobody starts it until the producer is done) anddeploy_depends_on: ["<producer key>"](it may not be released until the producer is live). Both are enforced — a prose "depends on the backend task" is not. See task-decomposition, "Ordering Is an Argument, Not a Sentence". - Point every task back at the analysis.
derived_from: ["A-N"]on each one. The spec and the plan live as documents on that analiz task, so this is the only route each developer has to them. - Size and shared files. A task should land at an estimated ≤ ~400 changed lines including tests, so a reviewer sees all of it inside the 24,000-byte diff cut; over ~1,000 is a split, and refactors are separate from feature work. Two tasks in the same repository that both add a migration (sequence numbers collide), or edit the same router table, locale bundle, DI container,
INVENTORY.mdor OpenAPI file, are not independent — chain them withblocked_byrather than leaving the collision to be discovered at review time.
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.
- 4d ago Changed · +2 lines 0c73d30bce6c
- 8d ago First seen · 68 lines · 37 tokens per session scan A 3550327d5e49
project-split-decomposition is a skill published in the GitHub repository makifbaysal/tasktrooper (113 stars, last pushed yesterday), licensed Apache-2.0. It adds 37 tokens to every session and 1,580 once invoked, about $0.0001 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 2026-10-05.
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