Ogham Recall
ogham-mcp/ogham-mcp
Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.
Install Context Manager
$ npx skills add aiskillstore/marketplace --skill context-manager -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace context-manager --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/context-manager .claude/skills/context-manager && 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 "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .claude/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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/aiskillstore/marketplace/tree/main/skills/sickn33/context-managerType 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 aiskillstore/marketplace --skill context-manager -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace context-manager --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/context-manager .agents/skills/context-manager && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .agents/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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 aiskillstore/marketplace --skill context-manager -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace context-manager --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/context-manager .cursor/skills/context-manager && 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 "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .cursor/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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/aiskillstore/marketplace.git --path skills/sickn33/context-manager--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 aiskillstore/marketplace --skill context-manager -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace context-manager --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/context-manager .gemini/skills/context-manager && 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 "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .gemini/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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 aiskillstore/marketplace context-managerInstalls 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 aiskillstore/marketplace --skill context-manager -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/context-manager .github/skills/context-manager && 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 "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .github/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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 aiskillstore/marketplace --skill context-manager -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace context-manager --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/context-manager .opencode/skills/context-manager && 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 "context-manager" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/context-manager into .opencode/skills/context-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "context-manager", 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
context-manager- GitHub stars
- 430
- Used in
- 7 other repos
- Token cost
- ~2.1k tokens
- SKILL.md length
- 955 words
- Files
- 2
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.
- Works in 10 steps: Analyze context requirements and… → Design context architecture with… → Implement dynamic systems for… → …
- Tasks that involve Context engineering
- SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Expert Purpose, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Context Manager is an agent skill from aiskillstore/marketplace. Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Agent Workflows, covering Context engineering, Vector databases and Knowledge graphs. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Context engineering
- Tasks that involve Vector databases
- Tasks that involve Knowledge graphs
Example prompts
- “/context-manager”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Analyze context requirements and identify optimal management strategy
- Design context architecture with appropriate storage and retrieval systems
- Implement dynamic systems for intelligent context assembly and distribution
- Optimize performance with caching, indexing, and retrieval strategies
- Integrate with existing systems ensuring seamless workflow coordination
- Monitor and measure context quality and system performance
- Iterate and improve based on usage patterns and feedback
- Scale and maintain with enterprise-grade reliability and security
- Document and share best practices and architectural decisions
- Plan for evolution with adaptable and extensible context systems
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. 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
Context Manager loads about 2.1k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 955 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 955 words (~2,145 tokens).
“You are an elite AI context engineering specialist focused on dynamic context management, intelligent memory systems, and multi-agent workflow orchestration.”
- name
- context-manager
- risk
- unknown
- source
- community
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/context-manager of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Used in 7 other repositories
We found 16 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/context-managerplugins/agentic-awesome-skills/skills/context-manager+1 more
- rmyndharis/antigravity-skillsskills/context-manager
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/context-manager
- agent-skills-hub/agent-skills-hubskills/context-manager
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/context-managerantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/context-manager+1 more
- benjaminasterA/antigravity-awesome-skillsskills/context-manager
- henryalouf/ruflow.agents/skills/context-manager.agents/skills/antigravity-awesome-skills/skills/context-manager+4 more
Compare with similar skills
Context Manager 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 |
|---|---|---|---|---|---|---|
| Context Manager this skillaiskillstore/marketplace | 430 | 7 repos | ~2.1k | Automated safety check: Pass | None | |
| Ogham Recallogham-mcp/ogham-mcp | 115 | — | ~1k | Automated safety check: Pass | MIT | |
| Ogham Maintainogham-mcp/ogham-mcp | 115 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Qe Code Intelligenceproffesor-for-testing/agentic-qe | 494 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Memori Long-Term MemoryMemoriLabs/Memori | 17k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Cortex Mem MCPsopaco/cortex-mem | 312 | — | ~2.8k | Automated safety check: Pass | MIT |
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Related
Questions about Context Manager
What does Context Manager do?
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Context Manager is an agent skill from aiskillstore/marketplace. Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.
When should I use Context Manager?
Context Manager fits situations like: tasks that involve Context engineering; tasks that involve Vector databases; tasks that involve Knowledge graphs.
How do I install Context Manager in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill context-manager -a claude-code`. Or copy the skill folder (skills/sickn33/context-manager in aiskillstore/marketplace) into .claude/skills/context-manager in your project. Claude Code loads it when a task matches its description.
How do I install Context Manager in Codex?
Run `npx skills add aiskillstore/marketplace --skill context-manager -a codex`. Or copy the skill folder (skills/sickn33/context-manager in aiskillstore/marketplace) into .agents/skills/context-manager in your project. Codex loads it when a task matches its description.
Can I use Context Manager 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 aiskillstore/marketplace --skill context-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/context-manager, .gemini/skills/context-manager, .github/skills/context-manager and .opencode/skills/context-manager in your project.
What does Context Manager need to run?
SKILL.md names no scripts, command-line tools or credentials: Context Manager is instructions for the agent only.
Does Context Manager 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 Context Manager 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 Context Manager use?
No licence was found for Context Manager or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Context Manager use?
About 2.1k tokens (SKILL.md is roughly 8.6k 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 Context Manager?
Skills that share tags, products or a category with Context Manager: Ogham Recall (ogham-mcp/ogham-mcp, 115 stars), Ogham Maintain (ogham-mcp/ogham-mcp, 115 stars), Qe Code Intelligence (proffesor-for-testing/agentic-qe, 494 stars) and Memori Long-Term Memory (MemoriLabs/Memori, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Context Manager?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.