Agent skill

Self Reflection

Continuous self-improvement through structured reflection and memory

MITAuto-check passedKnowledge Management

Install Self Reflection

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a claude-code

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

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection --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/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/self-reflection .claude/skills/self-reflection && 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/

Paste into Claude Code

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .claude/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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

$skill-installer install https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection

Type 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/self-reflection .agents/skills/self-reflection && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .agents/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/self-reflection .cursor/skills/self-reflection && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .cursor/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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

$ gemini skills install https://github.com/aAAaqwq/AGI-Super-Team.git --path skills/self-reflection

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/self-reflection .gemini/skills/self-reflection && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .gemini/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection

Installs 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).

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/self-reflection .github/skills/self-reflection && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .github/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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.

skills CLI

$ npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install aAAaqwq/AGI-Super-Team self-reflection --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/self-reflection .opencode/skills/self-reflection && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "self-reflection" agent skill from https://github.com/aAAaqwq/AGI-Super-Team/tree/main/skills/self-reflection into .opencode/skills/self-reflection/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "self-reflection", 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.

Facts

Skill name: self-reflection
GitHub stars: 105
Used in: 2 other repos
Token cost: ~647 tokens
SKILL.md length: 82 words
Files: 4
Skills in repo: 152
Repo updated: Sep 27, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Continuous self-improvement through structured reflection and memory

Tasks that involve Journaling and reflection
SKILL.md covers Quick Start, How It Works, Commands and OpenClaw Integration, plus 3 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Self Reflection is an agent skill from aAAaqwq/AGI-Super-Team. Continuous self-improvement through structured reflection and memory

Its SKILL.md is about 650 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `README.md`, `_meta.json` and `self-reflection.example.json`).

It sits in Knowledge Management, covering Journaling and reflection. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

Tasks that involve Journaling and reflection

Example prompts

“/self-reflection”

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. 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 (its code samples are json, bash and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- github.com
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

Self Reflection loads about 647 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 82 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~21
When it runs · the whole SKILL.md, loaded when a task matches: ~647

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

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 82 words, ~647 tokens.

Download SKILL.mdSave it as .claude/skills/self-reflection/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.

name: self-reflection
description: Continuous self-improvement through structured reflection and memory
version: 1.1.1

🪞 Self-Reflection

A skill for continuous self-improvement. The agent tracks mistakes, lessons learned, and improvements over time through regular heartbeat-triggered reflections.

Quick Start

bash

# Check if reflection is needed
self-reflection check

# Log a new reflection
self-reflection log "error-handling" "Forgot timeout on API call" "Always add timeout=30"

# Read recent lessons
self-reflection read

# View statistics
self-reflection stats

How It Works

Heartbeat (60m) → Agent reads HEARTBEAT.md → Runs self-reflection check
                                                      │
                                            ┌─────────┴─────────┐
                                            ▼                   ▼
                                           OK              ALERT
                                            │                   │
                                       Continue            Reflect
                                                               │
                                                     ┌─────────┴─────────┐
                                                     ▼                   ▼
                                                   read               log
                                              (past lessons)     (new insights)

Commands

Command	Description
`check [--quiet]`	Check if reflection is due (OK or ALERT)
`log <tag> <miss> <fix>`	Log a new reflection
`read [n]`	Read last n reflections (default: 5)
`stats`	Show reflection statistics
`reset`	Reset the timer

OpenClaw Integration

Enable heartbeat in ~/.openclaw/openclaw.json:

json

{
  "agents": {
    "defaults": {
      "heartbeat": {
        "every": "60m",
        "activeHours": { "start": "08:00", "end": "22:00" }
      }
    }
  }
}

Add to your workspace HEARTBEAT.md:

markdown

## Self-Reflection Check (required)
Run `self-reflection check` at each heartbeat.
If ALERT: read past lessons, reflect, then log insights.

Configuration

Create ~/.openclaw/self-reflection.json:

json

{
  "threshold_minutes": 60,
  "memory_file": "~/workspace/memory/self-review.md",
  "state_file": "~/.openclaw/self-review-state.json",
  "max_entries_context": 5
}

Author

Created by hopyky

License

MIT

Files

SKILL.md and 3 other files in skills/self-reflection of aAAaqwq/AGI-Super-Team.

SKILL.md
README.md
_meta.json
self-reflection.example.json

Open the folder on GitHubat commit 331ecd3

Used in 2 other repositories

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Self Reflection 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.

Self Reflection compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Self Reflection this skillaAAaqwq/AGI-Super-Team	105	2 repos	~647	Automated safety check: Pass	MIT	11 days ago
LLM Wikilewislulu/llm-wiki-skill	655	—	~3.7k	Automated safety check: Pass	None	5 mo ago
Munger Perspectivealchaincyf/munger-skill	378	1 repos	~3.7k	Automated safety check: Pass	MIT	1 mo ago
Daily Journalhuytieu/COG-second-brain	1.3k	—	~1.3k	Automated safety check: Pass	MIT	6 days ago
Letterboxd Diaryjoe-bell/skills	211	—	~4.2k	Automated safety check: Pass	MIT	yesterday
Em Grid Scorermanager-dot-dev/manager-skills	114	—	~5.8k	Automated safety check: Pass	MIT	5 mo ago

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Questions about Self Reflection

What does Self Reflection do?

Continuous self-improvement through structured reflection and memory. Self Reflection is an agent skill from aAAaqwq/AGI-Super-Team.

When should I use Self Reflection?

Self Reflection fits situations like: tasks that involve Journaling and reflection.

How do I install Self Reflection in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a claude-code`. Or copy the skill folder (skills/self-reflection in aAAaqwq/AGI-Super-Team) into .claude/skills/self-reflection in your project. Claude Code loads it when a task matches its description.

How do I install Self Reflection in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill self-reflection -a codex`. Or copy the skill folder (skills/self-reflection in aAAaqwq/AGI-Super-Team) into .agents/skills/self-reflection in your project. Codex loads it when a task matches its description.

Can I use Self Reflection 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 aAAaqwq/AGI-Super-Team --skill self-reflection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/self-reflection, .gemini/skills/self-reflection, .github/skills/self-reflection and .opencode/skills/self-reflection in your project.

What does Self Reflection need to run?

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

Does Self Reflection access the network?

SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.

Is Self Reflection 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 Self Reflection use?

Self Reflection is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Self Reflection use?

About 647 tokens (SKILL.md is roughly 2.6k 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 Self Reflection?

Skills that share tags, products or a category with Self Reflection: LLM Wiki (lewislulu/llm-wiki-skill, 655 stars), Munger Perspective (alchaincyf/munger-skill, 378 stars), Daily Journal (huytieu/COG-second-brain, 1.3k stars) and Letterboxd Diary (joe-bell/skills, 211 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Self Reflection?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 152 skills in this directory. The repository was last updated on September 27, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Self Reflection

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

🪞 Self-Reflection

Quick Start

How It Works

Commands

OpenClaw Integration

Configuration

Author

License

Files

Used in 2 other repositories

Compare with similar skills

Similar skills

More from aAAaqwq/AGI-Super-Team

Related

Questions about Self Reflection