skill-context-detection SKILL.md skillA
skill-context-detection from nyldn/claude-octopus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nyldn/claude-octopus/skill-context-detection@git:20260813.14437aePins git:20260813.14437ae in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nyldn/claude-octopus
- Path
.claude/skills/skill-context-detection/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260813.14437ae, committed Aug 13, 2026
- First version recorded
- May 19, 2026
- Size
- 9,990 bytes
- Repository stars
- 4,409
- License
- MIT
Auto-detect work context (Dev vs Knowledge) — use to tailor workflows based on current task type.
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
# Context Detection - Internal Skill
## Purpose
This skill provides **automatic context detection** to determine whether the user is working in a **Development context** (code-focused) or **Knowledge context** (research/strategy-focused). This replaces the manual `/octo:km` toggle with intelligent auto-detection.
## Detection Algorithm
When a workflow skill activates, detect context using these signals:
### Step 1: Check for Explicit Override
If user has explicitly set mode via `/octo:km on` or `/octo:km off`, respect that setting.
```bash
# Check if knowledge mode is explicitly set
if [[ -f ~/.claude-octopus/config/knowledge-mode ]]; then
EXPLICIT_MODE=$(cat ~/.claude-octopus/config/knowledge-mode)
if [[ "$EXPLICIT_MODE" == "on" ]]; then
echo "knowledge"
exit 0
elif [[ "$EXPLICIT_MODE" == "off" ]]; then
echo "dev"
exit 0
fi
fi
# If "auto" or not set, proceed with auto-detection
```
### Step 2: Analyze Prompt Content (Strongest Signal)
**Knowledge Context Indicators** (check prompt for these terms):
- Business/strategy: "market", "ROI", "stakeholders", "strategy", "business case", "competitive"
…Read the whole file at its exact version.
How to install
mdr add nyldn/claude-octopus/skill-context-detection@sha256:4aca867a6a460744The line at the top of this page pins the label git:20260813.14437ae, 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_2sfwnhotno52vzeq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between May 19, 2026 and Aug 13, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260813.14437ae latest | 2026-08-13 | 14437ae | 9,990 B | A | view · diff |
| git:20260810.4407017 | 2026-08-10 | 4407017 | 9,959 B | A | view · diff |
| git:20260615.cf8410b | 2026-06-15 | cf8410b | 9,939 B | A | view · diff |
| git:20260519.8e7e251 | 2026-05-19 | 8e7e251 | 9,933 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 (9990 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
nyldn/claude-octopus · 4,409 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2sfwnhotno52vzeq GET https://markdownregistry.com/api/v1/resolve?ref=nyldn/claude-octopus/skill-context-detection GET https://markdownregistry.com/api/v1/blob/4aca867a6a4607447ccaf12dbd49115a3905a3d867dea3dfa4ce0146f134cb96
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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