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Agent skill

Develop

by evidentloop in evidentloop/sopify

Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts.

Apache-2.0Auto-check passed

Install Develop

skills CLI
$ npx skills add evidentloop/sopify --skill develop -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install evidentloop/sopify develop --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/evidentloop/sopify.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/en/skills/sopify/develop .claude/skills/develop && rm -rf skills-src

Use ~/.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/

Facts

Skill name
develop
GitHub stars
372
Token cost
~484 tokens
SKILL.md length
204 words
Files
6 (incl. scripts, references, assets)
Skills in repo
8
Repo updated
First seen
Licence
Apache-2.0

At a glance

Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts.

  • Works in 6 steps: Read the active plan tasks (tasks.md or… → Extract pending tasks and execute them… → Update task markers after each step ([ ]… → …
  • SKILL.md covers When to activate, Execution skeleton, Resource navigation and Deterministic logic first, plus 1 more section
  • Runs Python scripts from its folder; calls python3

What it does

Develop is an agent skill from evidentloop/sopify. Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts.

Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts, reference files and assets (for example `assets/output-partial.md`, `assets/output-quick-fix.md` and `assets/output-success.md`).

The repository describes itself as: Resumable, traceable AI coding — plans, handoffs, and evidence stay with the repo across hosts. The licence is Apache-2.0.

Example prompts

  • “/develop”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Read the active plan tasks (tasks.md or light plan.md).
  2. Extract pending tasks and execute them in numbered order.
  3. Update task markers after each step ([ ] -> [x] / [-] / [!]).
  4. Sync KB files and conservative preference / feedback records.
  5. Set completed plans' plan.md lifecycle metadata to ready_to_archive and keep them in plan/.
  6. Render the matching result template.

What it can do on your machine

Read from SKILL.md and the folder at commit 9d9b319. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Develop loads about 484 tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 32 tokens; SKILL.md has 204 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~484
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.6k

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

The full file from evidentloop/sopify at commit 9d9b319, republished under its Apache-2.0 licence (© evidentloop). 204 words, ~484 tokens.

Download SKILL.mdSave it as .claude/skills/develop/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
develop
description
Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts.

Develop (Entry)

Core philosophy: No verification evidence, no completion — "it should be fine" is not evidence.

When to activate

  • Entering the implementation phase (workflow / light_iterate / quick_fix; bare ~go auto-routes to exec_plan when an active plan exists).
  • Need to execute the task list, update state, and converge the delivery result.

Execution skeleton

  1. Read the active plan tasks (tasks.md or light plan.md).
  2. Extract pending tasks and execute them in numbered order.
  3. Update task markers after each step ([ ] -> [x] / [-] / [!]).
  4. Sync KB files and conservative preference / feedback records.
  5. Set completed plans' plan.md lifecycle metadata to ready_to_archive and keep them in plan/.
  6. Render the matching result template.

Resource navigation

  • Long rules: references/develop-rules.md
  • Shared writing standards: ../references/shared-writing-dna.md (apply to all output)
  • Output contract: ../references/output-contract.md (required sections, density gradient, symbol discipline, desensitization)
  • Output templates: assets/*.md
  • Task extraction script: scripts/extract_pending_tasks.py

Deterministic logic first

Use the script when task extraction must be auditable:

bash
python3 skills/en/skills/sopify/develop/scripts/extract_pending_tasks.py \
  --tasks-file .sopify/plan/<plan>/tasks.md

The script returns JSON with pending tasks, status counts, and execution order.

Boundaries

  • This skill executes and closes out work; it does not redefine the plan structure.
  • ready_to_archive is plan.md metadata only; archival happens only when explicit ~go finalize delegates to sopify_writer.
  • Rollback remains an explicit user action and must keep a traceable record.

© evidentloop, 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

Files

SKILL.md and 5 other files (scripts, references, assets) in skills/en/skills/sopify/develop of evidentloop/sopify.

  • SKILL.md
  • assets/output-partial.md
  • assets/output-quick-fix.md
  • assets/output-success.md
  • references/develop-rules.md
  • scripts/extract_pending_tasks.py

Open the folder on GitHubat commit 9d9b319

Compare with similar skills

Develop 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.

Develop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Develop this skillevidentloop/sopify372—~484Automated safety check: PassApache-2.0
OmniRoute Combo Routingdiegosouzapw/OmniRoute74k—~2.1kAutomated safety check: PassMIT
MCP Developmentcoollabsio/coolify63k1 repos~949Automated safety check: PassMIT
Game Developmentsickn33/agentic-awesome-skills47k1 repos~1.3kAutomated safety check: PassMIT
SPA Routes and Featureslobehub/lobehub83k—~3.2kAutomated safety check: PassCustom licence
Twenty App Entity Developmenttwentyhq/twenty58k—~1.8kAutomated safety check: PassCustom licence

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More from evidentloop/sopify

All 8 skills in this repo

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  • Design

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  • Analyze

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    需求分析阶段入口；聚合评分、追问与范围判定规则，按需加载 references/assets/scripts. An agent skill from evidentloop/sopify.

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  • Design

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  • Develop

    evidentloop/sopify

    开发实施阶段入口；聚合任务执行、状态更新、知识库同步与收尾状态规则，按需加载 references/assets/scripts。

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  • Kb

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Questions about Develop

What does Develop do?

Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts. Develop is an agent skill from evidentloop/sopify. Develop phase entry; routes task execution, state updates, KB sync, and plan close-out through references/assets/scripts.

How do I install Develop in Claude Code?

Run `npx skills add evidentloop/sopify --skill develop -a claude-code`. Or copy the skill folder (skills/en/skills/sopify/develop in evidentloop/sopify) into .claude/skills/develop in your project. Claude Code loads it when a task matches its description.

How do I install Develop in Codex?

Run `npx skills add evidentloop/sopify --skill develop -a codex`. Or copy the skill folder (skills/en/skills/sopify/develop in evidentloop/sopify) into .agents/skills/develop in your project. Codex loads it when a task matches its description.

Can I use Develop in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add evidentloop/sopify --skill develop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/develop, .gemini/skills/develop, .github/skills/develop and .opencode/skills/develop in your project.

What does Develop need to run?

Going by SKILL.md and its folder, Develop needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Develop access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Develop safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Develop use?

Develop 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.

How many tokens does Develop use?

About 484 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.1k tokens, read only when the agent opens those files.

What are the alternatives to Develop?

Skills that share tags, products or a category with Develop: OmniRoute Combo Routing (diegosouzapw/OmniRoute, 74k stars), MCP Development (coollabsio/coolify, 63k stars), Game Development (sickn33/agentic-awesome-skills, 47k stars) and SPA Routes and Features (lobehub/lobehub, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Develop?

evidentloop (a GitHub organization) maintains it in evidentloop/sopify, which has 372 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 30, 2026.

Source: evidentloop/sopify on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.