Reflect on Session Learnings
cursor/plugins
Starts three parallel reviewer subagents over the current conversation transcript, then turns their findings into concrete edits to existing skills.
Decides, once a task is finished, whether the outcome deserves a loopany record and routes it to the right artifact kind through a quality gate.
Install Loopany Capture
$ npx skills add superdesigndev/loopany --skill loopany-capture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install superdesigndev/loopany loopany-capture --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/superdesigndev/loopany.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/loopany-capture .claude/skills/loopany-capture && 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 "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .claude/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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/superdesigndev/loopany/tree/main/skills/loopany-captureType 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 superdesigndev/loopany --skill loopany-capture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install superdesigndev/loopany loopany-capture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/loopany-capture .agents/skills/loopany-capture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .agents/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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 superdesigndev/loopany --skill loopany-capture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install superdesigndev/loopany loopany-capture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/loopany-capture .cursor/skills/loopany-capture && 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 "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .cursor/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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/superdesigndev/loopany.git --path skills/loopany-capture--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 superdesigndev/loopany --skill loopany-capture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install superdesigndev/loopany loopany-capture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/loopany-capture .gemini/skills/loopany-capture && 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 "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .gemini/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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 superdesigndev/loopany loopany-captureInstalls 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 superdesigndev/loopany --skill loopany-capture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/loopany-capture .github/skills/loopany-capture && 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 "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .github/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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 superdesigndev/loopany --skill loopany-capture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install superdesigndev/loopany loopany-capture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/superdesigndev/loopany.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/loopany-capture .opencode/skills/loopany-capture && 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 "loopany-capture" agent skill from https://github.com/superdesigndev/loopany/tree/main/skills/loopany-capture into .opencode/skills/loopany-capture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "loopany-capture", 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
loopany-capture- GitHub stars
- 140
- Token cost
- ~690 tokens
- SKILL.md length
- 285 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- None found
At a glance
Decides, once a task is finished, whether the outcome deserves a loopany record and routes it to the right artifact kind through a quality gate.
- Works in 5 steps: Filter — main session runs the quality… → Compose context (3-5 sentences): what… → Dispatch: "Record this via loopany. Read… → …
- Recording the outcome after a pull request is merged
- SKILL.md covers Event → Kind routing, Quality gate, Subagent dispatch and Anti-patterns
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
After substantive work wraps up, such as a shipped pull request, a resolved incident or a decision with a rationale, the agent checks whether a future reader would need to find the result. A routing table maps each event to a loopany artifact kind (task, signal or note), a short flowchart handles unclear cases, and note is the default when unsure.
A quality gate skips captures that are not observable, already recorded, too small, speculative or just internal agent work, with a quick test: if you cannot write a one-sentence outcome, skip it. The recording itself is handed to a subagent along with a few sentences of context so the main session keeps its focus. Hosts without subagents capture inline instead. The skill relies on the loopany command line and the loopany-core skill.
When your agent uses it
- Recording the outcome after a pull request is merged
- Logging a resolved incident along with what fixed it
- Noting a decision and why one option was chosen over another
- Flagging a problem you noticed but are deferring
Example prompts
- “The PR for the retry logic just merged. Record the outcome.”
- “Log this decision: we chose SQLite over Postgres for the local cache because setup is simpler.”
- “Note that the flaky upload test is a problem we are leaving for next sprint.”
Requirements
- The loopany CLI and the loopany-core skill
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Filter — main session runs the quality gate.
- Compose context (3-5 sentences): what happened, why it matters,
- Dispatch: "Record this via loopany. Read loopany-core to pick
- Subagent writes the artifact, returns ID.
- Main session continues — no context switch.
What it can do on your machine
Read from SKILL.md and the folder at commit cdd1d08. 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
Loopany Capture loads about 690 tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 285 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 285 words (~690 tokens).
“After substantive work concludes, check whether to record it as a loopany artifact. "Substantive" = produced evidence or a decision a future reader would need to find.”
- name
- loopany-capture
Files
Just SKILL.md in skills/loopany-capture of superdesigndev/loopany.
Open the folder on GitHubat commit cdd1d08
Compare with similar skills
Loopany Capture 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 |
|---|---|---|---|---|---|---|
| Loopany Capture this skillsuperdesigndev/loopany | 140 | — | ~690 | Automated safety check: Pass | None | |
| Reflect on Session Learningscursor/plugins | 10k | 5 repos | ~1.2k | Automated safety check: Pass | None | |
| Create Agentvectorize-io/hindsight | 46k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ruflo Multi-Agent Orchestrationruvnet/ruflo | 74k | 1 repos | ~975 | Automated safety check: Pass | MIT | |
| Weekly Project Digeststhedotmack/claude-mem | 97k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| ArchonSethGammon/Citadel | 922 | — | ~5.4k | Automated safety check: Pass | MIT |
Similar skills
- Official
Create Agent
vectorize-io/hindsight
Create a new Hindsight-powered subagent with long-term memory.
Ruflo Multi-Agent Orchestration
ruvnet/ruflo
Sets up and drives Ruflo, an npm-installed orchestration layer for multi-agent swarms, persistent memory, routing, hooks and its MCP tool catalog.
Weekly Project Digests
thedotmack/claude-mem
Turns a project's claude-mem timeline into a week-by-week narrative, splitting it by ISO week and running one subagent per week that receives the prior week's carry-forward block.
Archon
SethGammon/Citadel
Autonomous multi-session campaign agent. An agent skill from SethGammon/Citadel.
Forgetful MCP Client Setup
ScottRBK/forgetful
Connects an MCP client to the Forgetful memory server over stdio or HTTP, then confirms the link works with discovery and round-trip calls.
More from superdesigndev/loopany
loopany Periodic Review
superdesigndev/loopany
Runs a daily, weekly or monthly review of a loopany workspace, sorting items into silent fixes, things that need you and deferrals, and closing every surfaced item.
Loopany Artifact Lifecycle
superdesigndev/loopany
Routes artifact operations in a loopany workspace to the right playbook: tasks, signals, learnings, skill proposals, missions, people, notes, briefs and journals.
Loopany Reflect
superdesigndev/loopany
Runs a self-improvement loop for loopany: reads recent task outcomes and dismissed signals, finds patterns, writes learnings and skill proposals, and applies accepted ones.
Related
Categories
Questions about Loopany Capture
What does Loopany Capture do?
Decides, once a task is finished, whether the outcome deserves a loopany record and routes it to the right artifact kind through a quality gate. After substantive work wraps up, such as a shipped pull request, a resolved incident or a decision with a rationale, the agent checks whether a future reader would need to find the result. A routing table maps each event to a loopany artifact kind (task, signal or note), a short flowchart handles unclear cases, and note is the default when unsure.
When should I use Loopany Capture?
Loopany Capture fits situations like: recording the outcome after a pull request is merged; logging a resolved incident along with what fixed it; noting a decision and why one option was chosen over another; flagging a problem you noticed but are deferring.
How do I install Loopany Capture in Claude Code?
Run `npx skills add superdesigndev/loopany --skill loopany-capture -a claude-code`. Or copy the skill folder (skills/loopany-capture in superdesigndev/loopany) into .claude/skills/loopany-capture in your project. Claude Code loads it when a task matches its description.
How do I install Loopany Capture in Codex?
Run `npx skills add superdesigndev/loopany --skill loopany-capture -a codex`. Or copy the skill folder (skills/loopany-capture in superdesigndev/loopany) into .agents/skills/loopany-capture in your project. Codex loads it when a task matches its description.
Can I use Loopany Capture 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 superdesigndev/loopany --skill loopany-capture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/loopany-capture, .gemini/skills/loopany-capture, .github/skills/loopany-capture and .opencode/skills/loopany-capture in your project.
What does Loopany Capture need to run?
SKILL.md names no scripts, command-line tools or credentials: Loopany Capture is instructions for the agent only. Our summary lists: The loopany CLI and the loopany-core skill.
Does Loopany Capture 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 Loopany Capture 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 Loopany Capture use?
No licence was found for Loopany Capture or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Loopany Capture use?
About 690 tokens (SKILL.md is roughly 2.8k 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 Loopany Capture?
Skills that share tags, products or a category with Loopany Capture: Reflect on Session Learnings (cursor/plugins, 10k stars), Create Agent (vectorize-io/hindsight, 46k stars), Ruflo Multi-Agent Orchestration (ruvnet/ruflo, 74k stars) and Weekly Project Digests (thedotmack/claude-mem, 97k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Loopany Capture?
superdesigndev (a GitHub organization) maintains it in superdesigndev/loopany, which has 140 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on June 2, 2026.
Source: superdesigndev/loopany on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.