context-driven-development SKILL.md skillA
context-driven-development from ibrahim-3d/orchestrator-supaconductor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ibrahim-3d/orchestrator-supaconductor/context-driven-development@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ibrahim-3d/orchestrator-supaconductor
- Path
skills/context-driven-development/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed Mar 27, 2026
- First version recorded
- Feb 17, 2026
- Size
- 11,871 bytes
- Repository stars
- 380
- License
- AGPL-3.0
Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.
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-Driven Development Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation. ## When to Use This Skill - Setting up new projects with Conductor - Understanding the relationship between context artifacts - Maintaining consistency across AI-assisted development sessions - Onboarding team members to an existing Conductor project - Deciding when to update context documents - Managing greenfield vs brownfield project contexts ## Core Philosophy Context-Driven Development treats project context as a first-class artifact managed alongside code. Instead of relying on ad-hoc prompts or scattered documentation, establish a persistent, structured foundation that informs all AI interactions. Key principles: 1. **Context precedes code**: Define what you're building and how before implementation 2. **Living documentation**: Context artifacts evolve with the project 3. **Single source of truth**: One canonical location for each type of information 4. **AI alignment**: Consistent context produces consistent AI behavior ## The Workflow …
Read the whole file at its exact version.
How to install
mdr add ibrahim-3d/orchestrator-supaconductor/context-driven-development@sha256:29a60c419c54d1abThe line at the top of this page pins the label v1.0.0, 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_prgjxxahyrrkdkpw)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 17, 2026 and Mar 27, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-03-27 | 39c77f1 | 11,871 B | A | view · diff |
| v1.0.0 | 2026-03-12 | c37221c | 11,832 B | A | view · diff |
| v1.0.0 | 2026-02-17 | 9cad9a5 | 11,799 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 (11871 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
ibrahim-3d/orchestrator-supaconductor · 380 stars · license AGPL-3.0 · pushed 2026-09-27 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_prgjxxahyrrkdkpw GET https://markdownregistry.com/api/v1/resolve?ref=ibrahim-3d/orchestrator-supaconductor/context-driven-development GET https://markdownregistry.com/api/v1/blob/29a60c419c54d1abbe5d1d5fffa979b934f4ad159174c1d07470772e598440b5
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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