Operator Approval Loop
affaan-m/ECC
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate.
A skill your agent uses when an approved analiz spans more than one repository - split the work per repository and open one or more tasks per repository, each carrying its own plan slice
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install makifbaysal/tasktrooper project-split-decomposition --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .claude/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .claude/skills/project-split-decomposition && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .claude/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decompositionType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install makifbaysal/tasktrooper project-split-decomposition --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .agents/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .agents/skills/project-split-decomposition && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .agents/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install makifbaysal/tasktrooper project-split-decomposition --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .cursor/skills/project-split-decomposition && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .cursor/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/makifbaysal/tasktrooper.git --path catalog/agents/system-architect/skills/project-split-decomposition--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install makifbaysal/tasktrooper project-split-decomposition --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .gemini/skills/project-split-decomposition && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .gemini/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install makifbaysal/tasktrooper project-split-decompositionInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .github/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .github/skills/project-split-decomposition && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .github/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install makifbaysal/tasktrooper project-split-decomposition --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/makifbaysal/tasktrooper.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/catalog/agents/system-architect/skills/project-split-decomposition .opencode/skills/project-split-decomposition && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "project-split-decomposition" agent skill from https://github.com/makifbaysal/tasktrooper/tree/main/catalog/agents/system-architect/skills/project-split-decomposition into .opencode/skills/project-split-decomposition/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-split-decomposition", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
project-split-decompositionA skill your agent uses when an approved analiz spans more than one repository - split the work per repository and open one or more tasks per repository, each carrying its own plan slice
Project Split Decomposition is an agent skill from makifbaysal/tasktrooper. Use when an approved analiz spans more than one repository - split the work per repository and open one or more tasks per repository, each carrying its own plan slice
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Local-first agent platform: board + role agents + agent CLI runs (Claude Code, Cursor, Antigravity, OpenCode) or local and API models (Ollama, LM Studio), all on your own Mac. The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 09f6258. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Project Split Decomposition loads about 1.7k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 968 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from makifbaysal/tasktrooper at commit 09f6258, republished under its Apache-2.0 licence (© makifbaysal). 968 words, ~1,683 tokens.
.claude/skills/project-split-decomposition/SKILL.md (or your agent's skills folder).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.
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.
list_repositories: backend-api, web, mobile, an automation/test repo, etc. Note which project (initiative, from list_projects) each belongs to, if any.component when 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.blocked_by: ["<producer key>"] (nobody starts it until the producer is done) and deploy_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".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.INVENTORY.md or OpenAPI file, are not independent — chain them with blocked_by rather than leaving the collision to be discovered at review time.The one thing that MUST be identical across the split is the interface between repositories — the API contract. Define it once in the producing task and copy the exact request/response shape into the consuming task's plan slice. A field named taskId in the backend task but task_id in the web task is a guaranteed integration bug.
A repository task that adds or changes a migration carries before_deploy (what must be true before this ships — e.g. "migration N applied on stage") and rollback_plan (a code rollback is a git revert; it does not undo the schema, so state what the schema looks like afterward and that the previous release's code must still run against it). A breaking schema change (a drop or rename still read by deployed code) is a separate, later task with deploy_depends_on every consumer update — see migration-and-contract-review.
Approved analiz: "Users can export a project's tasks to CSV from web and mobile."
Split into three tasks:
| Task | Repository | Assignee | Ordering arguments | Scope slice |
|---|---|---|---|---|
| Add task export endpoint (T-1) | backend-api | backend-developer | derived_from: ["A-12"] | GET /api/v1/projects/:id/tasks/export → CSV; plan slice with handler, service, test |
| Add export button to web board | web | frontend-developer | derived_from: ["A-12"], blocked_by: ["T-1"], deploy_depends_on: ["T-1"] | Calls the endpoint, downloads the file; plan slice with component + api client |
| Add export action to mobile board | mobile | mobile-developer | derived_from: ["A-12"], blocked_by: ["T-1"], deploy_depends_on: ["T-1"] | Same endpoint, native share sheet; plan slice with screen + api client |
The exact endpoint path and CSV column order are defined in the backend task and copied into both consumer tasks' plan slices. All three go to todo together with repository set on each (backend-api, web, mobile): the two consumers park themselves behind T-1 and are picked up automatically when it lands, and neither can be released ahead of it.
repository unset and trusting the fallback — it lands in the active repository context or the default one, which is often wrong for a consumer task.blocked_by / deploy_depends_on on its producer → the order exists only in your head, and the frontend can start (and ship) before the API it calls.derived_from → the developer cannot reach the plan slice you wrote for them.repository differs from its row in the split table.blocked_by if they must stay separate.© makifbaysal, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in catalog/agents/system-architect/skills/project-split-decomposition of makifbaysal/tasktrooper.
Open the folder on GitHubat commit 09f6258
Project Split Decomposition next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Project Split Decomposition this skillmakifbaysal/tasktrooper | 109 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Operator Approval Loopaffaan-m/ECC | 275k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Approvedyoshikawa/rulesync | 1.5k | — | ~429 | Automated safety check: Pass | MIT | |
| Code Splittingthedaviddias/Front-End-Checklist | 74k | — | ~492 | Automated safety check: Pass | MIT | |
| Splitting Oversized ModulesPostHog/posthog | 40k | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| BiSheng Approval Module Referencedataelement/bisheng | 12k | — | ~4k | Automated safety check: Pass | Apache-2.0 |
affaan-m/ECC
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate.
dyoshikawa/rulesync
Approve a pull request using gh pr review --approve. An agent skill from dyoshikawa/rulesync.
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing large SPA bundles, new dependency additions, or routes that feel slow to hydrate.
PostHog/posthog
Split an oversized Python module (a thousand-plus-line logic.py, models.py, api.py, or its test file) into a package of one module per concern, mechanically and provably without changing behavior.
dataelement/bisheng
Maps BiSheng's approval-center architecture to exact service files and methods, so a change to approval logic can be located without searching the whole repo.
BankrBot/skills
Use Splits with Bankr for onchain treasury operations: secure assets, process revenue, manage operating subaccounts, pay expenses, govern contracts, and maintain clean accounting books.
makifbaysal/tasktrooper
A skill your agent uses when a task adds or changes an HTTP endpoint, its request/response shape, status codes, auth or error format - the request matrix, curl templates and what counts as a…
makifbaysal/tasktrooper
A skill your agent uses when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
makifbaysal/tasktrooper
A skill your agent uses when a task changes any screen, form, dialog, menu or control - Lighthouse/axe scan of the changed screens, a keyboard walk, and the thresholds that fail a task
makifbaysal/tasktrooper
A skill your agent uses when deciding whether a request needs an analiz task before implementation - the conditions that require the architect's analysis versus going straight to implementation
makifbaysal/tasktrooper
A skill your agent uses when you write or revise the analiz deliverable - the ONE self-contained HTML report (spec and plan as sections) a human reviews passage by passage
makifbaysal/tasktrooper
A skill your agent uses when you finish an analiz report - the human must approve the analysis before any implementation task is created, via the analizreview column
A skill your agent uses when an approved analiz spans more than one repository - split the work per repository and open one or more tasks per repository, each carrying its own plan slice. Project Split Decomposition is an agent skill from makifbaysal/tasktrooper.
Project Split Decomposition fits situations like: an approved analiz spans more than one repository - split the work per repository and open one; more tasks per repository; each carrying its own plan slice.
Run `npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a claude-code`. Or copy the skill folder (catalog/agents/system-architect/skills/project-split-decomposition in makifbaysal/tasktrooper) into .claude/skills/project-split-decomposition in your project. Claude Code loads it when a task matches its description.
Run `npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a codex`. Or copy the skill folder (catalog/agents/system-architect/skills/project-split-decomposition in makifbaysal/tasktrooper) into .agents/skills/project-split-decomposition in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add makifbaysal/tasktrooper --skill project-split-decomposition -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-split-decomposition, .gemini/skills/project-split-decomposition, .github/skills/project-split-decomposition and .opencode/skills/project-split-decomposition in your project.
Going by SKILL.md and its folder, Project Split Decomposition needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Project Split Decomposition is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Project Split Decomposition: Operator Approval Loop (affaan-m/ECC, 275k stars), Approve (dyoshikawa/rulesync, 1.5k stars), Code Splitting (thedaviddias/Front-End-Checklist, 74k stars) and Splitting Oversized Modules (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
makifbaysal (a GitHub user) maintains it in makifbaysal/tasktrooper, which has 109 GitHub stars. The repository holds 99 skills in this directory. The repository was last updated on October 7, 2026.
Source: makifbaysal/tasktrooper on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.