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Agent skill

Sage Feedback

by SeJonJ in SeJonJ/ChatForYou

Resolve developer feedback markers (sage-feedback ::) left in completed-cycle code.

No licenceAuto-check passedBackend & APIs

Install Sage Feedback

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

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

GitHub CLI
$ gh skill install SeJonJ/ChatForYou sage-feedback --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-feedback .claude/skills/sage-feedback && 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-feedback
GitHub stars
109
Token cost
~1.7k tokens
SKILL.md length
857 words
Files
1
Skills in repo
20
Repo updated
First seen
Licence
None found

At a glance

Resolve developer feedback markers (sage-feedback ::) left in completed-cycle code.

  • Works in 3 steps: an explicit --lang ko|en on this skill's… → interface.language in… → ko.
  • Backend & APIs work in your project
  • SKILL.md covers Conversation language…, The marker, Procedure and What this skill is NOT, plus 1 more section
  • Calls git

What it does

Sage Feedback is an agent skill from SeJonJ/ChatForYou. Resolve developer feedback markers (sage-feedback ::) left in completed-cycle code. Judges each marker against that cycle's own 00~06 plan documents — feedback is not accepted unconditionally — then fixes, dismisses, or asks.

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.

It sits in Backend & APIs. The repository describes itself as: SpringBoot WebSocket & WebRTC Chatting.

When your agent uses it

  • Backend & APIs work in your project

Example prompts

  • “/sage-feedback”

Requirements

  • Python 3

Workflow steps

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

  1. an explicit --lang ko|en on this skill's invocation,
  2. interface.language in sage/project-profile.local.yaml,
  3. ko.

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

    Shell commands in SKILL.md call:

    • git

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

  • Network

    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.

  • 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 Feedback loads about 1.7k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 857 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 857 words (~1,683 tokens).

“The developer marks a spot they doubt; this skill checks whether the doubt is founded.”

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

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit 2eaae14

Compare with similar skills

Sage Feedback 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 Feedback compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sage Feedback this skillSeJonJ/ChatForYou109—~1.7kAutomated safety check: PassNone
Configuring Horizoncoollabsio/coolify63k4 repos~898Automated safety check: PassMIT
Nestjs Best Practicesrolling-scopes/rsschool-app10k6 repos~1.2kAutomated safety check: PassMIT
Sub2API AdminWei-Shaw/sub2api43k1 repos~717Automated safety check: PassLGPL-3.0
Firecrawl Build Onboardingfirecrawl/firecrawl190k1 repos~1.4kAutomated safety check: NotesISC
Obsidian BasesAtmosphere/atmosphere3.8k22 repos~3.2kAutomated safety check: PassApache-2.0

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  • Nestjs Best Practices

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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
    Auto-check passed

  • 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
    Auto-check passed

  • 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
    Auto-check passed

  • 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
    Auto-check passed

  • 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
    Auto-check passed

  • 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 Feedback

What does Sage Feedback do?

Resolve developer feedback markers (sage-feedback ::) left in completed-cycle code. Sage Feedback is an agent skill from SeJonJ/ChatForYou. Resolve developer feedback markers (sage-feedback ::) left in completed-cycle code.

When should I use Sage Feedback?

Sage Feedback fits situations like: backend & APIs work in your project.

How do I install Sage Feedback in Claude Code?

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

How do I install Sage Feedback in Codex?

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

Can I use Sage Feedback 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-feedback -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-feedback, .gemini/skills/sage-feedback, .github/skills/sage-feedback and .opencode/skills/sage-feedback in your project.

What does Sage Feedback need to run?

Going by SKILL.md and its folder, Sage Feedback needs the command-line tools its instructions call (git). Our summary lists: Python 3.

Does Sage Feedback access the network?

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.

Is Sage Feedback 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 Feedback use?

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

How many tokens does Sage Feedback use?

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.

What are the alternatives to Sage Feedback?

Skills that share tags, products or a category with Sage Feedback: Configuring Horizon (coollabsio/coolify, 63k stars), Nestjs Best Practices (rolling-scopes/rsschool-app, 10k stars), Sub2API Admin (Wei-Shaw/sub2api, 43k stars) and Firecrawl Build Onboarding (firecrawl/firecrawl, 190k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sage Feedback?

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.