curiosity-loop SKILL.md skillA
curiosity-loop from bitterbot-ai/bitterbot-desktop is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bitterbot-ai/bitterbot-desktop/curiosity-loop@git:20260920.a205fe6Pins git:20260920.a205fe6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bitterbot-ai/bitterbot-desktop
- Path
skills/curiosity-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260920.a205fe6, committed Sep 20, 2026
- Size
- 1,680 bytes
- Repository stars
- 2,482
- License
- MIT
Use when the user asks what you are curious about or do not know, wants dream-synthesized insights, or after you investigate an exploration target. Not for plain fact recall (use memory_search).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Curiosity loop ## Curiosity engine The curiosity engine tracks knowledge gaps, anomalies, frontiers and contradictions. Each new chunk is assessed for novelty and surprise. Exploration targets are generated for areas where your knowledge is thin or stale, and the engine rebuilds its knowledge regions during every consolidation pass. Many open gaps bias the dream engine toward exploration mode. ## Tools - `curiosity_state`: view knowledge gaps, exploration targets, learning progress and surprise assessments. Reach for it when the user asks "what do you know about X?", "what are you curious about?" or "what don't you know?". - `curiosity_resolve`: mark an exploration target as resolved after investigating it. Close targets you actually resolved; do not close them to tidy the list. - `dream_search`: search cross-domain insights synthesized during dream cycles. Use it when you want creative connections across topics. - `dream_status`: dream engine state, last cycle details, insight count. ## MEMORY.md sections that feed the loop - **Curiosity Gaps**: what you want to explore next (rewritten by the dream engine). …
Read the whole file at its exact version.
How to install
mdr add bitterbot-ai/bitterbot-desktop/curiosity-loop@sha256:fa56110397328886The line at the top of this page pins the label git:20260920.a205fe6, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_fglhln5p6b4iidmh)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1680 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
bitterbot-ai/bitterbot-desktop · 2,482 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fglhln5p6b4iidmh GET https://markdownregistry.com/api/v1/resolve?ref=bitterbot-ai/bitterbot-desktop/curiosity-loop GET https://markdownregistry.com/api/v1/blob/fa561103973288868f0cf286f08ed934c0ab99b567b1086b580f6312a1b4dc24
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.