ccc Semantic Code Search
cocoindex-io/cocoindex-code
Semantic code search and index management with the ccc CLI: the agent initializes, indexes and queries the project by concept, filtering by language or path.
A skill your agent uses when deciding whether to write, read, update, consolidate, or avoid orchestrator memory; distinguishing memory from board status, job state, session history, or project-local…
Install Memory
$ npx skills add prassanna-ravishankar/repowire --skill memory -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install prassanna-ravishankar/repowire memory --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/prassanna-ravishankar/repowire.git skills-src && mkdir -p .claude/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .claude/skills/memory && 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 "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .claude/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memoryType 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 prassanna-ravishankar/repowire --skill memory -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install prassanna-ravishankar/repowire memory --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prassanna-ravishankar/repowire.git skills-src && mkdir -p .agents/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .agents/skills/memory && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .agents/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 prassanna-ravishankar/repowire --skill memory -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install prassanna-ravishankar/repowire memory --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prassanna-ravishankar/repowire.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .cursor/skills/memory && 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 "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .cursor/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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/prassanna-ravishankar/repowire.git --path daemon-go/cli/assets/orchestrator/.agents/skills/memory--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 prassanna-ravishankar/repowire --skill memory -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install prassanna-ravishankar/repowire memory --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prassanna-ravishankar/repowire.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .gemini/skills/memory && 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 "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .gemini/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 prassanna-ravishankar/repowire memoryInstalls 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 prassanna-ravishankar/repowire --skill memory -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/prassanna-ravishankar/repowire.git skills-src && mkdir -p .github/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .github/skills/memory && 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 "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .github/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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 prassanna-ravishankar/repowire --skill memory -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install prassanna-ravishankar/repowire memory --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/prassanna-ravishankar/repowire.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/daemon-go/cli/assets/orchestrator/.agents/skills/memory .opencode/skills/memory && 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 "memory" agent skill from https://github.com/prassanna-ravishankar/repowire/tree/main/daemon-go/cli/assets/orchestrator/.agents/skills/memory into .opencode/skills/memory/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory", 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
memory- GitHub stars
- 265
- Token cost
- ~379 tokens
- SKILL.md length
- 146 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when deciding whether to write, read, update, consolidate, or avoid orchestrator memory; distinguishing memory from board status, job state, session history, or project-local…
- Deciding whether to write
- SKILL.md covers What belongs where and Write rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Avoid orchestrator memory
What it does
Memory is an agent skill from prassanna-ravishankar/repowire. Use when deciding whether to write, read, update, consolidate, or avoid orchestrator memory; distinguishing memory from board status, job state, session history, or project-local agent context.
Its SKILL.md is about 380 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 Agent Workflows, covering Codebase knowledge for agents. The repository describes itself as: May the agents talk . Connect Claude Code, Opencode, Codex, Pi across projects, across machines and with your telegram.
When your agent uses it
- Deciding whether to write
- Avoid orchestrator memory
- Distinguishing memory from board status
- Session history
Example prompts
- “/memory”
What it can do on your machine
Read from SKILL.md and the folder at commit d32892d. 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 bash).
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
Memory loads about 379 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 146 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 146 words (~379 tokens).
“Memory is for durable operational lessons: "next time X comes up, do Y differently." It is not status, history, transcript recall, or job state.”
- name
- memory
Files
Just SKILL.md in daemon-go/cli/assets/orchestrator/.agents/skills/memory of prassanna-ravishankar/repowire.
Open the folder on GitHubat commit d32892d
Compare with similar skills
Memory 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 |
|---|---|---|---|---|---|---|
| Memory this skillprassanna-ravishankar/repowire | 265 | — | ~379 | Automated safety check: Pass | None | |
| ccc Semantic Code Searchcocoindex-io/cocoindex-code | 2.8k | — | ~938 | Automated safety check: Pass | Apache-2.0 | |
| Context Engineeringabashev/vfs-s3 | 106 | 9 repos | ~2.6k | Automated safety check: Notes | Apache-2.0 | |
| Repomix Codebase Packeryamadashy/repomix | 29k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Codebase Handbook BuilderRuhan-Wang/Harness_Handbook | 333 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| CodemapJordanCoin/codemap | 704 | — | ~1.8k | Automated safety check: Pass | MIT |
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Context Engineering
abashev/vfs-s3
Optimizes agent context setup. An agent skill from abashev/vfs-s3.
Repomix Codebase Packer
yamadashy/repomix
Packs a local directory or remote GitHub repository into one AI-friendly file with Repomix, then searches it to explore structure, find patterns and count tokens.
Codebase Handbook Builder
Ruhan-Wang/Harness_Handbook
Generates, refreshes, validates and uses a compact handbook that maps where a change touches in a repository, using the active Codex session and no external LLM API.
Codemap
JordanCoin/codemap
Gives an agent a quick map of a codebase's structure, dependencies, changes and handoffs, and tunes per-project config so the output stays code-first.
Repomix Context Skill
sopaco/deepwiki-rs
A skill your agent uses when an agent needs source code from the local repomix index under .terrain/agent/repomix.md (not committed; regenerate via Terrain scan).
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Related
Categories
Questions about Memory
What does Memory do?
A skill your agent uses when deciding whether to write, read, update, consolidate, or avoid orchestrator memory; distinguishing memory from board status, job state, session history, or project-local…. Memory is an agent skill from prassanna-ravishankar/repowire. Use when deciding whether to write, read, update, consolidate, or avoid orchestrator memory; distinguishing memory from board status, job state, session history, or project-local agent context.
When should I use Memory?
Memory fits situations like: deciding whether to write; avoid orchestrator memory; distinguishing memory from board status; session history.
How do I install Memory in Claude Code?
Run `npx skills add prassanna-ravishankar/repowire --skill memory -a claude-code`. Or copy the skill folder (daemon-go/cli/assets/orchestrator/.agents/skills/memory in prassanna-ravishankar/repowire) into .claude/skills/memory in your project. Claude Code loads it when a task matches its description.
How do I install Memory in Codex?
Run `npx skills add prassanna-ravishankar/repowire --skill memory -a codex`. Or copy the skill folder (daemon-go/cli/assets/orchestrator/.agents/skills/memory in prassanna-ravishankar/repowire) into .agents/skills/memory in your project. Codex loads it when a task matches its description.
Can I use Memory 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 prassanna-ravishankar/repowire --skill memory -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory, .gemini/skills/memory, .github/skills/memory and .opencode/skills/memory in your project.
What does Memory need to run?
SKILL.md names no scripts, command-line tools or credentials: Memory is instructions for the agent only.
Does Memory 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 Memory 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 Memory use?
No licence was found for Memory or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Memory use?
About 379 tokens (SKILL.md is roughly 1.5k 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 Memory?
Skills that share tags, products or a category with Memory: ccc Semantic Code Search (cocoindex-io/cocoindex-code, 2.8k stars), Context Engineering (abashev/vfs-s3, 106 stars), Repomix Codebase Packer (yamadashy/repomix, 29k stars) and Codebase Handbook Builder (Ruhan-Wang/Harness_Handbook, 333 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory?
prassanna-ravishankar (a GitHub user) maintains it in prassanna-ravishankar/repowire, which has 265 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on October 8, 2026.
Source: prassanna-ravishankar/repowire on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.