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Agent skill

Sage Cycle

by SeJonJ in SeJonJ/ChatForYou

Run a full SAGE PDCA cycle (Phases 00–06) end to end from one entry point — delegates planning (00–02) to /sage-plan, then implementation→verification→QA→review→completion (03–06) to /sage-team.

No licenceAuto-check passedBackend & APIs

Install Sage Cycle

skills CLI
$ npx skills add SeJonJ/ChatForYou --skill sage-cycle -a claude-code

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

GitHub CLI
$ gh skill install SeJonJ/ChatForYou sage-cycle --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/SeJonJ/ChatForYou.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/sage-cycle .claude/skills/sage-cycle && 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
sage-cycle
GitHub stars
109
Token cost
~2.2k tokens
SKILL.md length
1,138 words
Files
1
Skills in repo
20
Repo updated
First seen
Licence
None found

At a glance

Run a full SAGE PDCA cycle (Phases 00–06) end to end from one entry point — delegates planning (00–02) to /sage-plan, then implementation→verification→QA→review→completion (03–06) to /sage-team.

  • Works in 4 steps: Identify the cycle → Planning half (00–02) → Implementation half (03–06) → …
  • Says /sage-cycle (Claude)
  • SKILL.md covers Conversation language…, Read these first (mandatory,…, Gate check (do this before… and Step 1 — Identify the cycle, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Sage Cycle is an agent skill from SeJonJ/ChatForYou. Run a full SAGE PDCA cycle (Phases 00–06) end to end from one entry point — delegates planning (00–02) to /sage-plan, then implementation→verification→QA→review→completion (03–06) to /sage-team. A thin umbrella that sequences the two halves and resumes at the right one; it never reimplements a gate. Invoke when the user says /sage-cycle (Claude) or $sage-cycle (Codex), 전체 사이클, PDCA 전체, run the whole cycle, start to finish, or wants to develop a feature end to end.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs, covering End-to-end testing. The repository describes itself as: SpringBoot WebSocket & WebRTC Chatting.

When your agent uses it

  • Says /sage-cycle (Claude)
  • $sage-cycle (Codex)
  • Run the whole cycle
  • Start to finish

Example prompts

  • “/sage-cycle”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Identify the cycle
  2. Planning half (00–02)
  3. Implementation half (03–06)
  4. Report

What it can do on your machine

Read from SKILL.md and the folder at commit 2eaae14. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Sage Cycle loads about 2.2k tokens when it runs. Until then it costs about 120 tokens; SKILL.md has 1,138 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~120
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,138 words (~2,205 tokens).

“Invoke as /sage-cycle (Claude) or $sage-cycle (Codex).”

— opening of SKILL.md by SeJonJ
name
sage-cycle

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .codex/skills/sage-cycle of SeJonJ/ChatForYou.

Open the folder on GitHubat commit 2eaae14

Compare with similar skills

Sage Cycle 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.

Sage Cycle compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sage Cycle this skillSeJonJ/ChatForYou109—~2.2kAutomated safety check: PassNone
Better Notifybetter-notify/better-notify313—~783Automated safety check: PassMIT
Testing Livepeerdaydreamlive/scope452—~2.5kAutomated safety check: PassCustom licence
Release WorkflowGoldziher/spikard123—~909Automated safety check: PassMIT
Foundry Test Campaignaviggiano/security144—~1.6kAutomated safety check: PassMIT
NestJS ExpertJeffallan/claude-skills12k—~2kAutomated safety check: PassMIT

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More from SeJonJ/ChatForYou

All 20 skills in this repo

  • Sage Asset

    SeJonJ/ChatForYou

    Add or modify a SAGE governance asset (hook / agent / skill) through conversation — interview intent, author the spec and renders (BOTH claude and codex), then run sage generate to extract+register.

    109 GitHub stars~1.9k tokensUpdated 11 days ago
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  • Sage Plan

    SeJonJ/ChatForYou

    Plan the first half of a SAGE PDCA cycle (Phases 00–02) — verifies gate conditions, invokes the leader to author plan docs, and distributes file ownership before any implementation begins.

    109 GitHub stars~3.2k tokensUpdated 11 days ago
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  • Sage Profile Modify

    SeJonJ/ChatForYou

    Modify an existing sage/project-profile.yaml through conversation — change risk tiers, verification commands, the Phase-05 review loop, vault outputs, components, or options.

    109 GitHub stars~3.3k tokensUpdated 11 days ago
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  • Sage Review

    SeJonJ/ChatForYou

    Run SAGE Phase-05 independent review. An agent skill from SeJonJ/ChatForYou.

    109 GitHub stars~6.9k tokensUpdated 11 days ago
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  • Sage Team

    SeJonJ/ChatForYou

    Drive the implementation half of a SAGE PDCA cycle (Phases 03–06) after the plan exists — implementation, deterministic verification, QA, the Phase-05 review (via /sage-review), and completion, with…

    109 GitHub stars~6.4k tokensUpdated 11 days ago
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  • Backend Test Layer

    SeJonJ/ChatForYou

    Spring Boot 백엔드 테스트 레이어 가이드 및 검증 스킬. An agent skill from SeJonJ/ChatForYou.

    109 GitHub stars~1.7k tokensUpdated 11 days ago
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Categories

Questions about Sage Cycle

What does Sage Cycle do?

Run a full SAGE PDCA cycle (Phases 00–06) end to end from one entry point — delegates planning (00–02) to /sage-plan, then implementation→verification→QA→review→completion (03–06) to /sage-team. Sage Cycle is an agent skill from SeJonJ/ChatForYou. Run a full SAGE PDCA cycle (Phases 00–06) end to end from one entry point — delegates planning (00–02) to /sage-plan, then implementation→verification→QA→review→completion (03–06) to /sage-team.

When should I use Sage Cycle?

Sage Cycle fits situations like: says /sage-cycle (Claude); $sage-cycle (Codex); run the whole cycle; start to finish.

How do I install Sage Cycle in Claude Code?

Run `npx skills add SeJonJ/ChatForYou --skill sage-cycle -a claude-code`. Or copy the skill folder (.codex/skills/sage-cycle in SeJonJ/ChatForYou) into .claude/skills/sage-cycle in your project. Claude Code loads it when a task matches its description.

How do I install Sage Cycle in Codex?

Run `npx skills add SeJonJ/ChatForYou --skill sage-cycle -a codex`. Or copy the skill folder (.codex/skills/sage-cycle in SeJonJ/ChatForYou) into .agents/skills/sage-cycle in your project. Codex loads it when a task matches its description.

Can I use Sage Cycle 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 SeJonJ/ChatForYou --skill sage-cycle -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sage-cycle, .gemini/skills/sage-cycle, .github/skills/sage-cycle and .opencode/skills/sage-cycle in your project.

What does Sage Cycle need to run?

SKILL.md names no scripts, command-line tools or credentials: Sage Cycle is instructions for the agent only.

Does Sage Cycle 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 Sage Cycle 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. Review the folder before installing.

What licence does Sage Cycle use?

No licence was found for Sage Cycle or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Sage Cycle use?

About 2.2k tokens (SKILL.md is roughly 8.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Sage Cycle?

Skills that share tags, products or a category with Sage Cycle: Better Notify (better-notify/better-notify, 313 stars), Testing Livepeer (daydreamlive/scope, 452 stars), Release Workflow (Goldziher/spikard, 123 stars) and Foundry Test Campaign (aviggiano/security, 144 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sage Cycle?

SeJonJ (a GitHub user) maintains it in SeJonJ/ChatForYou, which has 109 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on September 27, 2026.

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