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.
Transform large, noisy, or short-term memory into compact, durable, high-signal summaries.
Install Summarization
$ npx skills add digipulse-engineering/GAAI-framework --skill summarization -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install digipulse-engineering/GAAI-framework summarization --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/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .claude/skills/summarization && 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 "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .claude/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarizationType 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 digipulse-engineering/GAAI-framework --skill summarization -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install digipulse-engineering/GAAI-framework summarization --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .agents/skills/summarization && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .agents/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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 digipulse-engineering/GAAI-framework --skill summarization -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install digipulse-engineering/GAAI-framework summarization --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .cursor/skills/summarization && 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 "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .cursor/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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/digipulse-engineering/GAAI-framework.git --path .gaai/core/skills/cross/summarization--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 digipulse-engineering/GAAI-framework --skill summarization -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install digipulse-engineering/GAAI-framework summarization --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .gemini/skills/summarization && 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 "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .gemini/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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 digipulse-engineering/GAAI-framework summarizationInstalls 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 digipulse-engineering/GAAI-framework --skill summarization -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .github/skills/summarization && 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 "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .github/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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 digipulse-engineering/GAAI-framework --skill summarization -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install digipulse-engineering/GAAI-framework summarization --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/digipulse-engineering/GAAI-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.gaai/core/skills/cross/summarization .opencode/skills/summarization && 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 "summarization" agent skill from https://github.com/digipulse-engineering/GAAI-framework/tree/main/.gaai/core/skills/cross/summarization into .opencode/skills/summarization/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "summarization", 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
summarization- GitHub stars
- 163
- Token cost
- ~863 tokens
- SKILL.md length
- 266 words
- Files
- 1
- Skills in repo
- 51
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Transform large, noisy, or short-term memory into compact, durable, high-signal summaries.
- Works in 4 steps: Identify durable information — extract… → Compress into structured summary — use… → Archive raw memory — move original files… → …
- Tasks that involve Summarization
- SKILL.md covers Purpose / When to Activate, Process, Summary File Template and Outputs, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Summarization is an agent skill from digipulse-engineering/GAAI-framework. Transform large, noisy, or short-term memory into compact, durable, high-signal summaries. Activate when session memory grows large, decisions accumulate, or memory retrieval starts returning too many files.
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Works with any filesystem-based AI coding agent
It sits in Writing & Content, covering Summarization and Agent memory. The repository describes itself as: Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until…
When your agent uses it
- Tasks that involve Summarization
- Tasks that involve Agent memory
Example prompts
- “/summarization”
Requirements
- Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Identify durable information — extract confirmed decisions, stable constraints, validated assumptions, current priorities, key outcomes…
- Compress into structured summary — use the template below. Prefer bullets over prose.
- Archive raw memory — move original files to contexts/memory/archive/{category}-{YYYY-MM-DD}.archive.md. Concatenate multiple files from…
- Update memory index — record new summary files, archived sources, affected categories.
What it can do on your machine
Read from SKILL.md and the folder at commit a26ea7a. 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 markdown).
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.
Compatibility
Works with any filesystem-based AI coding agent
From compatibility in the SKILL.md frontmatter.
Context cost
Summarization loads about 863 tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 266 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 266 words (~863 tokens).
- name
- summarization
- compatibility
- Works with any filesystem-based AI coding agent
- license
- ELv2
- metadata.author
- gaai-framework
- metadata.version
- 1.0
- metadata.category
- cross
- metadata.track
- cross-cutting
- metadata.id
- SKILL-SUMMARIZATION-001
- metadata.updated_at
- 2026-01-30
- metadata.status
- stable
- inputs
- contexts/memory/index.md (registry — read first to discover all active categories), contexts/memory/** (any category registered in index.md — resolved at…
- outputs
- contexts/memory/summaries/*.summary.md, contexts/memory/archive/**, contexts/memory/index.md (updated)
Files
Just SKILL.md in .gaai/core/skills/cross/summarization of digipulse-engineering/GAAI-framework.
Open the folder on GitHubat commit a26ea7a
Compare with similar skills
Summarization 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 |
|---|---|---|---|---|---|---|
| Summarization this skilldigipulse-engineering/GAAI-framework | 163 | — | ~863 | Automated safety check: Pass | Custom licence | |
| Weekly Project Digeststhedotmack/claude-mem | 98k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Project Timeline Reportthedotmack/claude-mem | 98k | 1 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Session Recaprohitg00/agentmemory | 29k | — | ~510 | Automated safety check: Pass | Apache-2.0 | |
| Spark Reportbreakstageaxe61/genspark-claw | 141 | — | ~738 | Automated safety check: Pass | MIT | |
| Latent Briefingguanyang/open-agent-hub | 975 | 1 repos | ~3.3k | Automated safety check: Pass | MIT |
Similar skills
Project Timeline Report
thedotmack/claude-mem
Writes a narrative Journey Into report on a project's whole development history, built from the timeline that claude-mem has recorded.
Session Recap
rohitg00/agentmemory
Summarizes recent agent sessions for the current project by date, with each session's title, status, observation count and top highlights from memory.
Spark Report
breakstageaxe61/genspark-claw
Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations.
Latent Briefing
guanyang/open-agent-hub
This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens"…
- Official
Tldr Prompt
github/awesome-copilot
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
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Create Skill
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Related
Categories
Questions about Summarization
What does Summarization do?
Transform large, noisy, or short-term memory into compact, durable, high-signal summaries. Summarization is an agent skill from digipulse-engineering/GAAI-framework. Transform large, noisy, or short-term memory into compact, durable, high-signal summaries.
When should I use Summarization?
Summarization fits situations like: tasks that involve Summarization; tasks that involve Agent memory.
How do I install Summarization in Claude Code?
Run `npx skills add digipulse-engineering/GAAI-framework --skill summarization -a claude-code`. Or copy the skill folder (.gaai/core/skills/cross/summarization in digipulse-engineering/GAAI-framework) into .claude/skills/summarization in your project. Claude Code loads it when a task matches its description.
How do I install Summarization in Codex?
Run `npx skills add digipulse-engineering/GAAI-framework --skill summarization -a codex`. Or copy the skill folder (.gaai/core/skills/cross/summarization in digipulse-engineering/GAAI-framework) into .agents/skills/summarization in your project. Codex loads it when a task matches its description.
Can I use Summarization 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 digipulse-engineering/GAAI-framework --skill summarization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/summarization, .gemini/skills/summarization, .github/skills/summarization and .opencode/skills/summarization in your project.
What does Summarization need to run?
SKILL.md names no scripts, command-line tools or credentials: Summarization is instructions for the agent only. Compatibility (from SKILL.md): Works with any filesystem-based AI coding agent.
Does Summarization 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 Summarization 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 Summarization use?
Summarization has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Summarization use?
About 863 tokens (SKILL.md is roughly 3.5k 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 Summarization?
Skills that share tags, products or a category with Summarization: Weekly Project Digests (thedotmack/claude-mem, 98k stars), Project Timeline Report (thedotmack/claude-mem, 98k stars), Session Recap (rohitg00/agentmemory, 29k stars) and Spark Report (breakstageaxe61/genspark-claw, 141 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Summarization?
digipulse-engineering (a GitHub organization) maintains it in digipulse-engineering/GAAI-framework, which has 163 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 29, 2026.
Source: digipulse-engineering/GAAI-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.