* Add why-and-when doc explaining value proposition and decision guide
Adds docs/why-and-when.md covering why skills over MCP matters (same
channel as tools, discovery, dynamic updates, control model, multi-server
composition, enterprise distribution) and when MCP distribution adds
value vs simpler alternatives. Linked from README and problem-statement.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Add why-and-when summary to README before problem statement
Gives newcomers the value proposition immediately: skills are context,
MCP is a context protocol, and remote MCP servers can serve tools and
know-how together. Links to the full doc for depth.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Add portable sub-agent point to why-and-when doc
Skills over MCP replaces the pattern of independently wrapping each
MCP server in a custom sub-agent with hand-written instructions —
the server author ships orchestration guidance once, everyone benefits.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Acknowledge enterprise trust trade-offs in both directions
Address PR feedback: git-based and MCP-based skill distribution each
raise different governance concerns. Link to open question on security
and trust boundaries.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
* Add skill URI scheme proposal with survey of existing patterns (#44)
Survey 6 existing URI patterns (NimbleBrain, skilljack-mcp, skills-over-mcp,
FastMCP 3.0, Cloudflare well-known RFC, SEP-2076) and propose a recommended
skill:// URI convention for MCP skill resources. Cross-reference from
approaches.md Approach 6.
* Fix URI structure description: skill name is the authority, not a path segment
* Add versioning deferral note and multi-server collision handling
Address PR review feedback: note that versioning is intentionally deferred,
and recommend clients provide a read_resource tool with server name for
disambiguation when multiple servers expose the same skill URI.
* Add decision log with ADR-lite format (#49)
Create docs/decisions.md seeded with 6 historical decisions reconstructed
from closed issues and meeting notes. Update CONTRIBUTING.md with guidance
on when to add decision log entries and add to README documents table.
* Address review feedback: reframe Decision 1 scope, fix relative links
* Add community insights from Discord threads and meeting notes
Distill Discord discussions (Feb 14-24) and Feb 26 office hours into
existing docs:
- New findings: NimbleBrain skill:// resource consolidation, skill
reliability/adherence issues across implementations
- Expanded approaches with distribution/provenance considerations,
resources adoption insight, and domain-level discovery (.well-known)
- Expanded open questions on dependencies and distribution trust
- Added Cloudflare Agent Skills Discovery RFC and NimbleBrain
reference implementations to related work
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* Remove trust note since its already mentioned in the doc separately
* Clarify attribution for community insights on skill dependencies in open questions
* Refine findings on model skill adherence and community workarounds
* Remove outdated comparison section and streamline evaluation insights in experimental findings
* Remove unnecessary blank line in experimental findings documentation
* Add SEP-2093 proposal to related work documentation
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Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* Add docs-as-MCP-server and plugin/powers use cases
Add two new use cases from Clare Liguori and Luca Chang (AWS) shared
in Discord after the first IG meeting:
- Documentation as MCP Server (search_docs/fetch_doc pattern)
- Skills + MCP Server Plugins (one-click bundling of skills + servers)
Add related implementations and external resources (Strands, AWS MCP,
Kiro powers, llms.txt, AWS Agent SOPs).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* Add link to mcpdoc and more context
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Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Add UC8 (Version-Adaptive Skill Content) and UC9 (Commercial
Multi-Tenant Skills) capturing Astronomer/Airflow-specific scenarios
for skills that adapt to platform versions and SaaS multi-tenancy
with RBAC and audit logging.
