summarize
Skill0 starsChanged 6 months agoMITView on GitHub
Generate a summary report for a Claude Code session, capturing what was done, why, and what alternatives were considered.
93 other projects use a version of this.
Adopted by
Most recently taken up by
- CloudChef/atlasclaw-providerstheir own version, first seen Nov 8, 2026
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- sergeiwallace/skillstheir own version, first seen Nov 8, 2026
- mahsumaktas/agent-evolution-kittheir own version, first seen Nov 8, 2026
- insight68/Skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use openclaw-performance, plugin-sdk-impact and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
clawdbotSkillopenclaw-performance
Performance work in OpenClaw: a slow or heavy flow (latency, CPU, memory, SQL, RPC, renders), writing or reviewing a perf PR, or adding a cache. Count the work, delete waste first, cache last.
Also in 7 projects that use this
clawdbotSkillplugin-sdk-impact
Count Plugin SDK consumers across live ClawHub releases and bundled OpenClaw plugins before deprecation, removal, or behavior changes; supports public release-date filters.
Also in 7 projects that use this
AtomicBot-aiSkilltaskflow-inbox-triage
Also in 6 projects that use this
hkyutongSkillnode-connect
Diagnose OpenClaw node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors mention pairing required, unauthorized, bootstrap token invalid or expired, gateway.bind, gateway.remote.url, Tailscale, or plugins.entries.device-pair.config.publicUrl.
Also in 18 projects that use this
molt-botSkilldiscord-e2e
Test Discord with Convex-leased QA bots: check credentials without a Gateway, exercise owned messages, or prove OpenClaw replies, files, threads, reactions, streaming, and typing. Distinguish API and Gateway evidence from manual user interactions.
Also in 10 projects that use this
molt-botSkillopenclaw-repair-sweep
Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.
Also in 10 projects that use this
- +2 more from molt-bot
Other versions93 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 93
- moltbot/clawdbot★ 394ksame name
- steipete/warelay★ 394ksame name
- steipete/clawdis★ 394ksame name
- moltbot/moltbot★ 394ksame name
- clawdbot/clawdbot★ 394ksame name
- openclaw/openclaw★ 394ksame name
- molt-bot/clawdbot★ 391ksame name
- spinabot/brigade★ 11ksame name
- steipete/summarize★ 6.8ksame name
- the-open-agent/openagent★ 5.7ksame name
83 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- context-captureSkill
- context-injectSkill
- daily-digestSkill
- prompt-evaluateSkill
- session-compareSkill
- weekly-digestSkill
- whySkill
The file
We split this skill into the rules it gives an agent
12 rules. 0 are common, 7 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 81 edited versions we read keep these.
7
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Before generating the report, run git log --oneline -3 to detect the language used in recent commit messages.
- Very specific: line 14
Call the get_session_summary MCP tool to retrieve session data.
- Very specific: line 15
If a session ID is provided as an argument ($ARGUMENTS is not empty), pass it as sessionId.
- Very specific: line 16
If no argument is given, omit sessionId (the current session will be used automatically).
- Very specific: line 28
Important: Always insert the HTML comment marker <!-- CONTINUATION_DIRECTIVE_START --> immediately before the Continuation Directive …
- Distinctive: line 30
If the session has incomplete work, use this template:
- Distinctive: line 55
If all planned work is complete, replace the entire template with:
- Distinctive: line 66
Be specific: Write "Implement DELETE /api/v1/feedbacks/{id} endpoint" instead of "Implement API" — the agent should be able to act …
- Distinctive: line 67
Include rationale: Every decision and task item must explain "why".
- Distinctive: line 68
Use present tense: Write "X must be done" not "X was planned" — frame as current instructions, not past plans
- Distinctive: line 69
Empty fields: Write "None" but keep the field to maintain structural consistency
- Very specific: line 78
Call the save_session_report MCP tool to save the report to the server.
“Common” is measured: kept by at least 6 in 10 of the 81 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Generate a session summary report.
Writing Language
Before generating the report, run git log --oneline -3 to detect the language used in recent commit messages. Write the entire report in the same language. For example, if commit messages are in Korean, write the report in Korean. If in English, write in English.
Instructions
- Call the
get_session_summaryMCP tool to retrieve session data.- If a session ID is provided as an argument (
$ARGUMENTSis not empty), pass it assessionId. - If no argument is given, omit
sessionId(the current session will be used automatically).
- If a session ID is provided as an argument (
- Based on the returned data, generate a summary report in Korean with the following sections:
- Title: A one-sentence summary of the session's key work
- Overview: 2-3 sentences describing the overall workflow of the session
- Key Changes: For each capture entry, summarize what was done and why
- Rejected Alternatives: Include alternatives if present
- Changed Files: List all changed files
- Continuation Directive: A structured directive for the next session's agent to continue the work. Generate using the template and guidelines below.
Continuation Directive Template
Important: Always insert the HTML comment marker <!-- CONTINUATION_DIRECTIVE_START --> immediately before the Continuation Directive heading. This marker is used by the frontend to extract and display the directive separately.
If the session has incomplete work, use this template:
<!-- CONTINUATION_DIRECTIVE_START -->
## Continuation Directive
> **Goal**: The end goal this session was working toward (one sentence)
> **Current State**: What has been completed so far (one sentence)
> **Completion**: Approximate percentage (e.g., ~60%)
### Remaining Tasks
- [ ] Specific incomplete item
### Recommended Order of Work
1. What to do first and why
### Design Decisions to Preserve
| Decision | Rationale |
|----------|-----------|
| What was decided | Why it was decided this way |
### Caveats
- Constraints or pitfalls the agent must be aware ofIf all planned work is complete, replace the entire template with:
<!-- CONTINUATION_DIRECTIVE_START -->
## Continuation Directive
All planned work for this session has been completed.Directive Quality Guidelines
- Be specific: Write "Implement DELETE /api/v1/feedbacks/{id} endpoint" instead of "Implement API" — the agent should be able to act immediately
- Include rationale: Every decision and task item must explain "why". Without rationale, the agent may arbitrarily change direction
- Use present tense: Write "X must be done" not "X was planned" — frame as current instructions, not past plans
- Empty fields: Write "None" but keep the field to maintain structural consistency
- Data sources:
- Goal / Current State: synthesize from entries' intent fields
- Remaining Tasks: infer planned items not yet completed from entries
- Design Decisions: extract "chosen vs rejected" from entries' alternatives fields
- Caveats: extract constraints from entries' intent/alternatives fields
- Display the generated report to the user.
- Call the
save_session_reportMCP tool to save the report to the server.title: The title generated abovecontent: The full report content (Markdown)sessionId: The same value used in step 1
- Display a save confirmation message.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

