extract-context SKILL.md skillC
extract-context from hermeticormus/claude-code-game-development is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hermeticormus/claude-code-game-development/extract-context@git:20251123.bdf515dPins git:20251123.bdf515d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hermeticormus/claude-code-game-development
- Path
tools/meta-prompting-framework/skills/extract-context/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251123.bdf515d, committed Nov 23, 2025
- Size
- 7,589 bytes
- Repository stars
- 72
- License
- MIT
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
# SKILL: Extract Context from Output ## Purpose Analyze LLM outputs to extract patterns, constraints, and success indicators that can improve subsequent iterations. ## Description Uses a 7-phase extraction framework to pull structured context from any LLM output: 1. **Domain primitives**: Objects, operations, relationships 2. **Patterns**: Identified techniques and approaches 3. **Constraints**: Hard requirements, preferences, anti-patterns 4. **Complexity factors**: What makes this task challenging 5. **Success indicators**: What's working well 6. **Error patterns**: Potential failure modes 7. **Improvements needed**: Gaps to address in next iteration ## Usage ```bash /extract-context <output-file> # or /extract-context --paste # Then paste output ``` ## Output Format ```xml <context iteration="1" task="implement binary search"> <domain_primitives> <objects>array, index, target, midpoint, bounds</objects> <operations>search, compare, divide, return</operations> <relationships>binary division, pointer adjustment, convergence</relationships> </domain_primitives> <patterns> <pattern confidence="0.95">Two-pointer technique for O(log n)</pattern> …
Read the whole file at its exact version.
How to install
mdr add hermeticormus/claude-code-game-development/extract-context@sha256:fee60b6893fcb75fThe line at the top of this page pins the label git:20251123.bdf515d, 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_xd3eoduokdgruicj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 23, 2025.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7589 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
hermeticormus/claude-code-game-development · 72 stars · license MIT · pushed 2026-10-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xd3eoduokdgruicj GET https://markdownregistry.com/api/v1/resolve?ref=hermeticormus/claude-code-game-development/extract-context GET https://markdownregistry.com/api/v1/blob/fee60b6893fcb75f221098b3d219cafea8988711594bdfe1136811ee8a6bfcc7
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.