Agent Wiki Summarize
Turns saved Claude Code trajectory JSON into scored episodic wiki summaries automatically.
Test report
- Verdict
- Works with setup
- Score
- Tested
- Jul 13, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · f560599
Fed it a fake trajectory where the agent read a refund-idempotency guideline and applied it; it correctly pulled the 12-hex guideline id out of the filename and classified it 'followed' with a verbatim evidence quote, something a plain summary never surfaces. The catch: the helper script it pipes to (build_agent_wiki.py) lives in a sibling scripts/ folder outside the skill's own directory, so a plain cp of the skill folder silently breaks it.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 4/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 5/5
What Agent Wiki Summarize does
Reads a normalized Claude Code trajectory JSON (or a folder of them) and writes a per-session wiki page: a short narrative, 3-6 key turns, and a followed/ignored/harmful/contradicted classification for every guideline the agent recalled, each with a verbatim evidence quote. Trigger it when you have saved agent sessions and want them turned into a browsable, indexed knowledge base rather than read once and discarded. Best fit for teams already running the broader agent-wiki toolchain (build_agent_wiki.py, wiki-twobatch/ layout), not as a drop-in generic summarizer.
How to install Agent Wiki Summarize
git clone https://github.com/AgentToolkit/altk-evolve
cd altk-evolve
mkdir -p ~/.claude/skills
cp -r explorations/agent-wiki/skills/agent-wiki-summarize ~/.claude/skills/agent-wiki-summarize
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Agent Wiki Summarize
-
/agent-wiki-summarizeTurns saved Claude Code trajectory JSON into scored episodic wiki summaries automatically.
It also activates on plain-language prompts like these:
-
Summarize my saved Claude Code sessions into a wiki -
Turn my agent trajectory logs into scored summaries -
Build a knowledge base from my agent session JSON
Frequently asked questions
- Is the Agent Wiki Summarize skill free?
- Yes. The skill itself is free from AgentToolkit/altk-evolve. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Agent Wiki Summarize work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Works with setup. Fed it a fake trajectory where the agent read a refund-idempotency guideline and applied it; it correctly pulled the 12-hex guideline id out of the filename and classified it 'followed' with a verbatim evidence quote, something a plain summary never surfaces. The catch: the helper script it pipes to (build_agent_wiki.py) lives in a sibling scripts/ folder outside the skill's own directory, so a plain cp of the skill folder silently breaks it.
- What is the Agent Wiki Summarize SkillProof Score?
- 8.8/10 — installs cleanly 4/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
- How do I install Agent Wiki Summarize?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Agent Wiki Summarize with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.