Agent skill

Session Search

by AetherHeart-AI in AetherHeart-AI/Aeloon

Recall past conversations through the sessionsearch tool instead of grepping transcript files.

MITAuto-check passed

Install Session Search

skills CLI
$ npx skills add AetherHeart-AI/Aeloon --skill session-search -a claude-code

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

GitHub CLI
$ gh skill install AetherHeart-AI/Aeloon session-search --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/AetherHeart-AI/Aeloon.git skills-src && mkdir -p .claude/skills && cp -r skills-src/aeloon/resources/skills/session-search .claude/skills/session-search && 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
session-search
GitHub stars
136
Token cost
~220 tokens
SKILL.md length
107 words
Files
1
Skills in repo
4
Repo updated
First seen
Licence
MIT

At a glance

Recall past conversations through the sessionsearch tool instead of grepping transcript files.

  • SKILL.md covers Prefer This Over Grep and Good Triggers
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Session Search is an agent skill from AetherHeart-AI/Aeloon. Recall past conversations through the sessionsearch tool instead of grepping transcript files.

Its SKILL.md is about 220 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The licence is MIT.

Example prompts

  • “/session-search”

Requirements

  • Docker

What it can do on your machine

Read from SKILL.md and the folder at commit e5afaa1. 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

Session Search loads about 220 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 107 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~220

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 AetherHeart-AI/Aeloon at commit e5afaa1, republished under its MIT licence (© AetherHeart-AI). 107 words, ~220 tokens.

Download SKILL.mdSave it as .claude/skills/session-search/SKILL.md (or your agent's skills folder).
name
session-search
description
Recall past conversations through the session_search tool instead of grepping transcript files.
always
false

Use session_search when the user refers to earlier work, past decisions, previous bugs, or anything that seems like cross-session recall.

Prefer This Over Grep

  • browse recent sessions by calling session_search without a query
  • search by topic with OR-joined keywords for broader recall
  • treat the returned summaries as the primary recall surface
  • do not rely on memory/HISTORY.md; it is retired from runtime behavior
  • only inspect HISTORY.md when the user explicitly asks for that file or you are auditing legacy artifacts

Good Triggers

  • "what were we doing last time?"
  • "remember when we fixed this?"
  • "how did we solve the docker issue?"
  • "did we already discuss this project?"

© AetherHeart-AI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in aeloon/resources/skills/session-search of AetherHeart-AI/Aeloon.

Open the folder on GitHubat commit e5afaa1

Compare with similar skills

Session Search 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.

Session Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Session Search this skillAetherHeart-AI/Aeloon136—~220Automated safety check: PassMIT
Modeling Conversion MetricsPostHog/posthog40k—~1.4kAutomated safety check: PassCustom licence
Agentmemory Recallrohitg00/agentmemory29k—~557Automated safety check: PassApache-2.0
Paste Inputsthedaviddias/Front-End-Checklist74k—~443Automated safety check: PassMIT
Cost Conversationruvnet/ruflo74k—~407Automated safety check: NotesMIT
Conversation Memorydavila7/claude-code-templates32k4 repos~440Automated safety check: PassMIT

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Questions about Session Search

What does Session Search do?

Recall past conversations through the sessionsearch tool instead of grepping transcript files. Session Search is an agent skill from AetherHeart-AI/Aeloon. Recall past conversations through the sessionsearch tool instead of grepping transcript files.

How do I install Session Search in Claude Code?

Run `npx skills add AetherHeart-AI/Aeloon --skill session-search -a claude-code`. Or copy the skill folder (aeloon/resources/skills/session-search in AetherHeart-AI/Aeloon) into .claude/skills/session-search in your project. Claude Code loads it when a task matches its description.

How do I install Session Search in Codex?

Run `npx skills add AetherHeart-AI/Aeloon --skill session-search -a codex`. Or copy the skill folder (aeloon/resources/skills/session-search in AetherHeart-AI/Aeloon) into .agents/skills/session-search in your project. Codex loads it when a task matches its description.

Can I use Session Search 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 AetherHeart-AI/Aeloon --skill session-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/session-search, .gemini/skills/session-search, .github/skills/session-search and .opencode/skills/session-search in your project.

What does Session Search need to run?

SKILL.md names no scripts, command-line tools or credentials: Session Search is instructions for the agent only. Our summary lists: Docker.

Does Session Search 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 Session Search 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 Session Search use?

Session Search 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 Session Search use?

About 220 tokens (SKILL.md is roughly 880 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 Session Search?

Skills that share tags, products or a category with Session Search: Modeling Conversion Metrics (PostHog/posthog, 40k stars), Agentmemory Recall (rohitg00/agentmemory, 29k stars), Paste Inputs (thedaviddias/Front-End-Checklist, 74k stars) and Cost Conversation (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Session Search?

AetherHeart-AI (a GitHub organization) maintains it in AetherHeart-AI/Aeloon, which has 136 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on May 19, 2026.

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