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Agent skill

Session Logs

by trpc-group in trpc-group/trpc-agent-go

Search and analyze your own session logs (older/parent conversations) using jq.

Apache-2.0Auto-check passedAI & LLM Engineering

Install Session Logs

skills CLI
$ npx skills add trpc-group/trpc-agent-go --skill session-logs -a claude-code

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

GitHub CLI
$ gh skill install trpc-group/trpc-agent-go session-logs --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/trpc-group/trpc-agent-go.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openclaw/skills/session-logs .claude/skills/session-logs && 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-logs
GitHub stars
1.8k
Used in
13 other repos
Token cost
~857 tokens
SKILL.md length
206 words
Files
1
Skills in repo
47
Repo updated
First seen
Licence
Apache-2.0

At a glance

Search and analyze your own session logs (older/parent conversations) using jq.

  • AI & LLM Engineering work in your project
  • SKILL.md covers Trigger, Location, Structure and Common Queries, plus 2 more sections
  • Calls jq and rg

What it does

Session Logs is an agent skill from trpc-group/trpc-agent-go. Search and analyze your own session logs (older/parent conversations) using jq.

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.

It sits in AI & LLM Engineering. The repository describes itself as: A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability. The licence is Apache-2.0.

When your agent uses it

  • AI & LLM Engineering work in your project

Example prompts

  • “/session-logs”

What it can do on your machine

Read from SKILL.md and the folder at commit 9bb1c42. 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

    Shell commands in SKILL.md call:

    • jq
    • rg

    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 Logs loads about 857 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 206 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~857

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 trpc-group/trpc-agent-go at commit 9bb1c42, republished under its Apache-2.0 licence (© trpc-group). 206 words, ~857 tokens.

Download SKILL.mdSave it as .claude/skills/session-logs/SKILL.md (or your agent's skills folder).
name
session-logs
description
Search and analyze your own session logs (older/parent conversations) using jq.

session-logs

Search your complete conversation history stored in session JSONL files. Use this when a user references older/parent conversations or asks what was said before.

Trigger

Use this skill when the user asks about prior chats, parent conversations, or historical context that isn't in memory files.

Location

Session logs live at: ~/.openclaw/agents/<agentId>/sessions/ (use the agent=<id> value from the system prompt Runtime line).

  • sessions.json - Index mapping session keys to session IDs
  • <session-id>.jsonl - Full conversation transcript per session

Structure

Each .jsonl file contains messages with:

  • type: "session" (metadata) or "message"
  • timestamp: ISO timestamp
  • message.role: "user", "assistant", or "toolResult"
  • message.content[]: Text, thinking, or tool calls (filter type=="text" for human-readable content)
  • message.usage.cost.total: Cost per response

Common Queries

List all sessions by date and size
bash
for f in ~/.openclaw/agents/<agentId>/sessions/*.jsonl; do
  date=$(head -1 "$f" | jq -r '.timestamp' | cut -dT -f1)
  size=$(ls -lh "$f" | awk '{print $5}')
  echo "$date $size $(basename $f)"
done | sort -r
Find sessions from a specific day
bash
for f in ~/.openclaw/agents/<agentId>/sessions/*.jsonl; do
  head -1 "$f" | jq -r '.timestamp' | grep -q "2026-01-06" && echo "$f"
done
Extract user messages from a session
bash
jq -r 'select(.message.role == "user") | .message.content[]? | select(.type == "text") | .text' <session>.jsonl
Search for keyword in assistant responses
bash
jq -r 'select(.message.role == "assistant") | .message.content[]? | select(.type == "text") | .text' <session>.jsonl | rg -i "keyword"
Get total cost for a session
bash
jq -s '[.[] | .message.usage.cost.total // 0] | add' <session>.jsonl
Daily cost summary
bash
for f in ~/.openclaw/agents/<agentId>/sessions/*.jsonl; do
  date=$(head -1 "$f" | jq -r '.timestamp' | cut -dT -f1)
  cost=$(jq -s '[.[] | .message.usage.cost.total // 0] | add' "$f")
  echo "$date $cost"
done | awk '{a[$1]+=$2} END {for(d in a) print d, "$"a[d]}' | sort -r
Count messages and tokens in a session
bash
jq -s '{
  messages: length,
  user: [.[] | select(.message.role == "user")] | length,
  assistant: [.[] | select(.message.role == "assistant")] | length,
  first: .[0].timestamp,
  last: .[-1].timestamp
}' <session>.jsonl
Tool usage breakdown
bash
jq -r '.message.content[]? | select(.type == "toolCall") | .name' <session>.jsonl | sort | uniq -c | sort -rn
Search across ALL sessions for a phrase
bash
rg -l "phrase" ~/.openclaw/agents/<agentId>/sessions/*.jsonl

Tips

  • Sessions are append-only JSONL (one JSON object per line)
  • Large sessions can be several MB - use head/tail for sampling
  • The sessions.json index maps chat providers (discord, whatsapp, etc.) to session IDs
  • Deleted sessions have .deleted.<timestamp> suffix

Fast text-only hint (low noise)

bash
jq -r 'select(.type=="message") | .message.content[]? | select(.type=="text") | .text' ~/.openclaw/agents/<agentId>/sessions/<id>.jsonl | rg 'keyword'

© trpc-group, Apache-2.0. 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 openclaw/skills/session-logs of trpc-group/trpc-agent-go.

Open the folder on GitHubat commit 9bb1c42

Used in 13 other repositories

We found 13 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 13 other GitHub owners. This page covers the copy in trpc-group/trpc-agent-go, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Session Logs 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 Logs compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Session Logs this skilltrpc-group/trpc-agent-go1.8k13 repos~857Automated safety check: PassApache-2.0
Agent BuildershareAI-lab/learn-claude-code78k6 repos~1.2kAutomated safety check: PassMIT
Add Uint Supportpytorch/pytorch104k2 repos~2.3kAutomated safety check: PassCustom licence
Peft Fine TuningOrchestra-Research/AI-Research-SKILLs13k9 repos~3.1kAutomated safety check: PassMIT
Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs13k9 repos~3.3kAutomated safety check: PassMIT
Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs13k8 repos~2.3kAutomated safety check: PassMIT

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Categories

Questions about Session Logs

What does Session Logs do?

Search and analyze your own session logs (older/parent conversations) using jq. Session Logs is an agent skill from trpc-group/trpc-agent-go. Search and analyze your own session logs (older/parent conversations) using jq.

When should I use Session Logs?

Session Logs fits situations like: AI & LLM Engineering work in your project.

How do I install Session Logs in Claude Code?

Run `npx skills add trpc-group/trpc-agent-go --skill session-logs -a claude-code`. Or copy the skill folder (openclaw/skills/session-logs in trpc-group/trpc-agent-go) into .claude/skills/session-logs in your project. Claude Code loads it when a task matches its description.

How do I install Session Logs in Codex?

Run `npx skills add trpc-group/trpc-agent-go --skill session-logs -a codex`. Or copy the skill folder (openclaw/skills/session-logs in trpc-group/trpc-agent-go) into .agents/skills/session-logs in your project. Codex loads it when a task matches its description.

Can I use Session Logs 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 trpc-group/trpc-agent-go --skill session-logs -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-logs, .gemini/skills/session-logs, .github/skills/session-logs and .opencode/skills/session-logs in your project.

What does Session Logs need to run?

Going by SKILL.md and its folder, Session Logs needs the command-line tools its instructions call (jq and rg).

Does Session Logs 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 Logs 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 Logs use?

Session Logs is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Session Logs use?

About 857 tokens (SKILL.md is roughly 3.4k 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 Logs?

Skills that share tags, products or a category with Session Logs: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), Peft Fine Tuning (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Session Logs?

trpc-group (a GitHub organization) maintains it in trpc-group/trpc-agent-go, which has 1,848 GitHub stars. The repository holds 47 skills in this directory. The repository was last updated on October 8, 2026.

Source: trpc-group/trpc-agent-go on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.