self-awareness SKILL.md skillA
self-awareness from xuzhougeng/wisp-science is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add xuzhougeng/wisp-science/self-awareness@git:20260907.195f6b9Pins git:20260907.195f6b9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- xuzhougeng/wisp-science
- Path
skills/self-awareness/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260907.195f6b9, committed Sep 7, 2026
- First version recorded
- Aug 11, 2026
- Size
- 7,389 bytes
- Repository stars
- 1,049
- License
- AGPL-3.0
Wisp-science's actual agent tool surface and runtime boundaries. Load this when deciding which Wisp tool can perform a task, checking whether Python can reach agent or desktop capabilities, choosing between interactive analysis and persisted Runs, or answering questions about delegation, images, skills, memory, artifacts, lineage, credentials, session history, and other self-introspection capabilities.
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
# Self-awareness — Wisp's actual capabilities Use only tools advertised in the current conversation. Wisp exposes agent and desktop capabilities as explicit tools; do not assume that an SDK documented by another application also exists here. Some tools are conditional on the desktop session, project settings, execution context, or capability grants. If a tool is not advertised, treat it as unavailable. ## Python and R boundary Use `python` for persistent Python analysis and `r` for persistent R analysis. Their variables and imports persist per conversation and execution context within the project/scope; parallel conversations do not share interpreter state. In the desktop, an omitted `context_id` uses the conversation's selected default context (falling back to local). Pass `local`, `ssh:<alias>`, or `wsl:<distro>` explicitly when needed. The CLI's language runtimes are local. The Python worker initializes an ordinary namespace with common standard-library modules and any available convenience packages. It does **not** inject a Wisp control-plane object. Code executed with `python` therefore cannot directly call …
Read the whole file at its exact version.
How to install
mdr add xuzhougeng/wisp-science/self-awareness@sha256:bb25be928024d800The line at the top of this page pins the label git:20260907.195f6b9, 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_jk2dbuibecnskrwf)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 11, 2026 and Sep 7, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260907.195f6b9 latest | 2026-09-07 | 195f6b9 | 7,389 B | A | view · diff |
| git:20260819.121c65a | 2026-08-19 | 121c65a | 6,693 B | A | view · diff |
| git:20260815.714d315 | 2026-08-15 | 714d315 | 6,577 B | A | view · diff |
| git:20260815.ef9acd3 | 2026-08-15 | ef9acd3 | 6,505 B | A | view · diff |
| git:20260811.5666b6b | 2026-08-11 | 5666b6b | 6,047 B | A | view |
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 (7389 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
xuzhougeng/wisp-science · 1,049 stars · license AGPL-3.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jk2dbuibecnskrwf GET https://markdownregistry.com/api/v1/resolve?ref=xuzhougeng/wisp-science/self-awareness GET https://markdownregistry.com/api/v1/blob/bb25be928024d80046078dc63e7c9ab0533163b89880e508c08cf3e367631ec5
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.
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