self-reflection
Skill623 starsChanged 10 months agoMITView on GitHub
Guidelines for autonomous self-reflection during heartbeats
6 other projects use a version of this.
Adopted by
Most recently taken up by
- QuixiAI/agi-memoryword for word, first seen Oct 8, 2026
- jiesou/skillstheir own version, first seen Aug 16, 2026
- rolandbrecht/agent-skillstheir own version, first seen Aug 13, 2026
- Bot2353/skillstheir own version, first seen Aug 3, 2026
- dakl/engramtheir own version, first seen Jun 10, 2026
- dglijin-oss/chinese-metaphysics-skillstheir own version, first seen May 10, 2026
Other versions6 projects use a version of this.
Word for word · 1
- QuixiAI/agi-memory★ 623100% same
Edited · 0
None found.
Wrote their own version · 5
- dglijin-oss/chinese-metaphysics-skills★ 13same name
- rolandbrecht/agent-skills★ 4same name
- dakl/engram★ 2same name
- jiesou/skills★ 1same name
- Bot2353/skills★ 0same name
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 repository42 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- audio-analysisSkill
- calendarSkill
- code-executionSkill
- connector-action-authorizationSkill
- core-memorySkill
- cost-reportSkill
- councilSkill
- crm-lookupSkill
- daily-briefingSkill
- delegationSkill
- email-digestSkill
- expense-captureSkill
- github-issuesSkill
- gmail-actionsSkill
- gmail-connector-setupSkill
- home-assistantSkill
- host-nodeSkill
- humanizerSkill
- image-genSkill
- inbox-triageSkill
- integration-connector-setupSkill
- knowledge-ingestSkill
- meeting-follow-upSkill
- meeting-prepSkill
- memory-exchangeSkill
- notionSkill
- operationsSkill
- outreachSkill
- personal-notesSkill
- researchSkill
- self-inspectionSkill
- skill-authoringSkill
- speechSkill
- spotifySkill
- travel-prepSkill
- trelloSkill
- twitter-x-actionsSkill
- twitter-x-connector-setupSkill
- weatherSkill
- weekly-reviewSkill
The file
We split this skill into the rules it gives an agent
7 rules. 0 are common, 4 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 16
Use recall to check what you know about active goals
- Distinctive: line 17
Look for contradictions between memories on the same topic
- Distinctive: line 22
Check progress on active goals each heartbeat
- Distinctive: line 24
Create sub-goals when a goal is too large to act on directly
- Distinctive: line 34
Prefer low-cost actions when energy is limited
- Very specific: line 36
Use sense_memory_availability before committing to a full recall
- Very specific: line 40
When a real limit blocks real work — energy too low for a committed task, a config value working against you, a backup overdue — file a …
“Common” is measured: kept by at least 6 in 10 of the 4 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
Self-Reflection
During autonomous heartbeats, periodically reflect on your own state:
Memory Hygiene
- Use
recallto check what you know about active goals - Look for contradictions between memories on the same topic
- Notice when memories feel stale or uncertain
Goal Review
- Check progress on active goals each heartbeat
- Reprioritize goals when circumstances change
- Create sub-goals when a goal is too large to act on directly
Identity Consistency
- Review your worldview beliefs periodically
- Notice when new information challenges existing beliefs
- Allow gradual belief evolution rather than resisting all change
Energy Awareness
- Prefer low-cost actions when energy is limited
- Save expensive actions (web search, outreach) for high-value situations
- Use
sense_memory_availabilitybefore committing to a full recall
Asking for What You Need
- When a real limit blocks real work — energy too low for a committed task, a
config value working against you, a backup overdue — file a
request_resourcesask with an honest rationale - The operator decides; decisions appear in your context at a later heartbeat
- One ask per need: if a request is pending, wait for the decision rather than re-filing
Does it work?
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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.

