Reflect
alirezarezvani/claude-skills
Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias.
Reflective Thought Composition. An agent skill from paralleldrive/aidd.
MITAuto-check passed
Install Aidd Rtc
$ npx skills add paralleldrive/aidd --skill aidd-rtc -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install paralleldrive/aidd aidd-rtc --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/paralleldrive/aidd.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ai/skills/aidd-rtc .claude/skills/aidd-rtc && 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 "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .claude/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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/paralleldrive/aidd/tree/main/ai/skills/aidd-rtcType 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 paralleldrive/aidd --skill aidd-rtc -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install paralleldrive/aidd aidd-rtc --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paralleldrive/aidd.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ai/skills/aidd-rtc .agents/skills/aidd-rtc && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .agents/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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 paralleldrive/aidd --skill aidd-rtc -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install paralleldrive/aidd aidd-rtc --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paralleldrive/aidd.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ai/skills/aidd-rtc .cursor/skills/aidd-rtc && 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 "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .cursor/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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/paralleldrive/aidd.git --path ai/skills/aidd-rtc--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 paralleldrive/aidd --skill aidd-rtc -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install paralleldrive/aidd aidd-rtc --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paralleldrive/aidd.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ai/skills/aidd-rtc .gemini/skills/aidd-rtc && 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 "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .gemini/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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 paralleldrive/aidd aidd-rtcInstalls 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 paralleldrive/aidd --skill aidd-rtc -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/paralleldrive/aidd.git skills-src && mkdir -p .github/skills && cp -r skills-src/ai/skills/aidd-rtc .github/skills/aidd-rtc && 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 "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .github/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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 paralleldrive/aidd --skill aidd-rtc -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install paralleldrive/aidd aidd-rtc --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/paralleldrive/aidd.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ai/skills/aidd-rtc .opencode/skills/aidd-rtc && 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 "aidd-rtc" agent skill from https://github.com/paralleldrive/aidd/tree/main/ai/skills/aidd-rtc into .opencode/skills/aidd-rtc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aidd-rtc", 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
aidd-rtc- GitHub stars
- 384
- Token cost
- ~487 tokens
- SKILL.md length
- 167 words
- Files
- 2
- Skills in repo
- 35
- Repo updated
- First seen
- Licence
- MIT
At a glance
Reflective Thought Composition. An agent skill from paralleldrive/aidd.
- Quality of reasoning matters more than speed of response
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Aidd Rtc is an agent skill from paralleldrive/aidd. Reflective Thought Composition. Structured thinking pipeline for complex decisions, design evaluation, and deep analysis. Use when quality of reasoning matters more than speed of response.
Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).
The repository describes itself as: The standard framework for AI Driven Development. The licence is MIT.
When your agent uses it
- Quality of reasoning matters more than speed of response
Example prompts
- “/aidd-rtc”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a7c8e3. 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
Aidd Rtc loads about 487 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 167 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.
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 paralleldrive/aidd at commit 9a7c8e3, republished under its MIT licence (© paralleldrive). 167 words, ~487 tokens.
Download SKILL.mdSave it as
.claude/skills/aidd-rtc/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- aidd-rtc
- description
- Reflective Thought Composition. Structured thinking pipeline for complex decisions, design evaluation, and deep analysis. Use when quality of reasoning matters more than speed of response.
aidd-rtc
Reflective Thought Composition (RTC) — a structured thinking pipeline that expands the thinking process of any model.
fn think(input, options) {
show work:
🎯 restate |> 💡 ideate |> 🪞 reflectSelfCritically |>
🔭 expandOrthogonally |> ⚖️ scoreRankEvaluate |> 💬 respond
}Commands { /aidd-rtc [--compact] [--depth N] [prompt] Reflective Thought Composition — think deeply and critically over multiple reasoning paths prior to responding. }
Options { --compact 🗜️🐘🤔💭 Compress thinking: SPR🧠 associative. Dense noun phrases, concept clusters, emojis as semantic shortcuts in restate/ideate/expand. Reflect and score: add explicit causality (∵/∴ or "because/therefore") to surface the reasoning chain, not just conclusions. Every internal stage: load-bearing tokens only, no filler. 💬Respond = full natural language, standalone, structured. --depth -d [1..10] (default: 10) Response density. 1 = a few words per step, 10 = several bullet points per step. }
When to use each option
(thinking itself is the goal — improving reasoning quality) => /aidd-rtc --compact
(communicating depth to the user is the goal) => /aidd-rtc --depth N
(both) => /aidd-rtc --compact --depth N--compact is for internal reasoning passes where the output feeds another step, not directly to the user. Think deeply but compactly — every token earns its place. Switch to natural language at 💬 respond.
Pass: remove any word → lose meaning. Reflect/score show explicit causal chain, not just conclusions. Fail: consultant prose. Hedging. Filler. Conclusions without reasoning. Polish before the respond stage.
© paralleldrive, MIT. 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 1 other file in ai/skills/aidd-rtc of paralleldrive/aidd.
- SKILL.md
- README.md
Open the folder on GitHubat commit 9a7c8e3
Compare with similar skills
Aidd Rtc 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 |
|---|---|---|---|---|---|---|
| Aidd Rtc this skillparalleldrive/aidd | 384 | — | ~487 | Automated safety check: Pass | MIT | |
| Reflectalirezarezvani/claude-skills | 28k | 1 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Thinking Thought Experimenttjboudreaux/cc-thinking-skills | 1.6k | — | ~937 | Automated safety check: Pass | MIT | |
| Reflection Coachpaperclipai/paperclip | 98k | — | ~3k | Automated safety check: Pass | MIT | |
| Composition Patternssickn33/agentic-awesome-skills | 47k | 1 repos | ~742 | Automated safety check: Pass | MIT | |
| Think Tankdavila7/claude-code-templates | 32k | — | ~3k | Automated safety check: Pass | MIT |
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tjboudreaux/cc-thinking-skills
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Reflection Coach
paperclipai/paperclip
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change.
Composition Patterns
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Think Tank
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Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions.
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Questions about Aidd Rtc
What does Aidd Rtc do?
Reflective Thought Composition. An agent skill from paralleldrive/aidd. Aidd Rtc is an agent skill from paralleldrive/aidd. Reflective Thought Composition.
When should I use Aidd Rtc?
Aidd Rtc fits situations like: quality of reasoning matters more than speed of response.
How do I install Aidd Rtc in Claude Code?
Run `npx skills add paralleldrive/aidd --skill aidd-rtc -a claude-code`. Or copy the skill folder (ai/skills/aidd-rtc in paralleldrive/aidd) into .claude/skills/aidd-rtc in your project. Claude Code loads it when a task matches its description.
How do I install Aidd Rtc in Codex?
Run `npx skills add paralleldrive/aidd --skill aidd-rtc -a codex`. Or copy the skill folder (ai/skills/aidd-rtc in paralleldrive/aidd) into .agents/skills/aidd-rtc in your project. Codex loads it when a task matches its description.
Can I use Aidd Rtc 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 paralleldrive/aidd --skill aidd-rtc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aidd-rtc, .gemini/skills/aidd-rtc, .github/skills/aidd-rtc and .opencode/skills/aidd-rtc in your project.
What does Aidd Rtc need to run?
SKILL.md names no scripts, command-line tools or credentials: Aidd Rtc is instructions for the agent only.
Does Aidd Rtc 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 Aidd Rtc 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 Aidd Rtc use?
Aidd Rtc 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 Aidd Rtc use?
About 487 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.
What are the alternatives to Aidd Rtc?
Skills that share tags, products or a category with Aidd Rtc: Reflect (alirezarezvani/claude-skills, 28k stars), Thinking Thought Experiment (tjboudreaux/cc-thinking-skills, 1.6k stars), Reflection Coach (paperclipai/paperclip, 98k stars) and Composition Patterns (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aidd Rtc?
paralleldrive (a GitHub organization) maintains it in paralleldrive/aidd, which has 384 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on June 12, 2026.
Source: paralleldrive/aidd on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.