self-awareness SKILL.md skillA

self-awareness from aipoch/open-science is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add aipoch/open-science/self-awareness@git:20261002.136ecb8

Pins git:20261002.136ecb8 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
aipoch/open-science
Path
resources/skills/self-awareness/SKILL.md
Versions recorded
7
Latest version
git:20261002.136ecb8, committed Oct 2, 2026
First version recorded
Aug 16, 2026
Size
15,056 bytes
Repository stars
5,279
License
Apache-2.0

Inspect Open-Science's JavaScript control REPL, discover managed Project files, Sessions, and Agent Frames, and safely feature-gate host.* calls with host.capabilities(). Use when an Agent needs to discover available host APIs, locate an Artifact or Upload Version, diagnose a Session, or read a Frame transcript in the current Project.

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

Use `repl_execute` for every `host.*` call. The `host` object exists only in the persistent
JavaScript control REPL; Python and R data kernels do not receive it.

## Inspect available capabilities

```javascript
const caps = await host.capabilities()
```

The current project-native result contains 20 known boolean keys:

- `mcp` gates connector calls through `host.mcp(server, method, args?)`.
- `compute` gates the `host.compute` namespace.
- `agents` gates the `host.agents` namespace.
- `skills` gates the `host.skills` namespace.
- `artifacts` gates managed-file discovery through `host.artifacts(options?)` and exact path
  resolution through `host.artifactPath(versionId)`.
- `lineage` gates the read-only `host.lineage` namespace.
- `frames` gates the read-only `host.frames` namespace.
- `sessions` gates Main-only, read-only Session diagnostics through `host.sessions.list(options?)`
  and exact lookup through `host.sessions.inspect(sessionId)` in the current Project.
- `llm` gates one-shot, tool-less inference through `host.llm(request, options?)`.
- `currentModel` gates exact current-model lookup through `host.currentModel()`. It returns the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add aipoch/open-science/self-awareness@sha256:e8c4e6b4ef0029d7

The line at the top of this page pins the label git:20261002.136ecb8, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5l255gfqc27xqhbe.svg)](https://markdownregistry.com/a/art_5l255gfqc27xqhbe)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Aug 16, 2026 and Oct 2, 2026, about one every 8 days.

versioncommittedcommitsizeaudit
git:20261002.136ecb8 latest2026-10-02 136ecb8 15,056 BA view · diff
git:20260917.43957682026-09-17 4395768 11,875 BA view · diff
git:20260831.8d8b9082026-08-31 8d8b908 11,875 BA view · diff
git:20260824.f3a7f452026-08-24 f3a7f45 11,859 BA view · diff
git:20260820.0c8c51e2026-08-20 0c8c51e 11,867 BA view · diff
git:20260816.e4be92c2026-08-16 e4be92c 11,862 BA view · diff
git:20260816.d4e5bf92026-08-16 d4e5bf9 9,881 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15056 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

GitHub

aipoch/open-science · 5,279 stars · license Apache-2.0 · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5l255gfqc27xqhbe
GET https://markdownregistry.com/api/v1/resolve?ref=aipoch/open-science/self-awareness
GET https://markdownregistry.com/api/v1/blob/e8c4e6b4ef0029d710c0cd90b8a03c02ee3d591551d5a7595577803927c52e60

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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Every file in aipoch/open-science

Other files named self-awareness

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pengqianhan/ai-human-research-os · research-skills-hub/claude-science-skills/skills/self-awareness/SKILL.md · Claude Science's own session database schema and SDK surface for introspection via host.query(). Load this when you…
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