Install payload
Install payload is broadly covered in current results.
83% (5/6)
5 review · 1 limited in this set — compare to see which signals differ.
6 results in this view
2 trust signals differ in this sample: Source provenance, Submitter
Signals differ on Source provenance, Submitter — add entries to compare before you install.
Rollout signal scan
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
Install payload
Install payload is broadly covered in current results.
83% (5/6)
Most at-risk entries in this view
Adoption queue
2/6 visible results are in hold tier and need mitigation before adoption.
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
rules/ai-prompt-engineering-expert · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/meigen-ai-design-mcp-server · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
agents/prompt-optimization-specialist · trust review · confidence 67%
1 blockers: Metadata review
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/vibe-check-mcp · trust review · confidence 67%
1 blockers: Metadata review
42/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
guides/prompt-context-hygiene-long-coding-sessions · trust limited · confidence 67%
2 blockers: Metadata review, Install payload
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/prompt-flow · trust review · confidence 50%
Decision confidence
1/6 results are low-confidence and need review before adoption.
Address Metadata review, Package integrity before broader rollout.
54/100
rules/ai-prompt-engineering-expert · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/meigen-ai-design-mcp-server · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
agents/prompt-optimization-specialist · trust review
Address Metadata review, Package integrity before broader rollout.
54/100
mcp/vibe-check-mcp · trust review
Address Metadata review, Package integrity before broader rollout.
48/100
guides/prompt-context-hygiene-long-coding-sessions · trust limited
Hold adoption until Metadata review, Package integrity are resolved.
36/100
tools/prompt-flow · trust review
Freshness distribution
Median age 53 days; 4 fresh, 2 aging or stale of 6 scanned.
Oldest entries in this view
Theme distribution
100% of this view shares the top theme. Leading themes: prompt-engineering, agent-oversight, ai.
27 distinct themes across 6 scanned
Open-source suite of development tools from Microsoft for building LLM applications end to end — create executable flows that link LLMs, prompts, Python, and tools, trace and debug them, evaluate quality against datasets in CI/CD, and deploy to a serving platform.
MCP server and CLI for AI image and video generation with gallery search, prompt enhancement, model listing, local preferences, ComfyUI workflows, MeiGen Cloud, and OpenAI-compatible provider support.
Maintenance-mode MCP server that adds metacognitive oversight tools for challenging an agent's plan, recording recurring mistakes, and applying session rules before complex or high-risk work continues.
A practical guide for keeping Claude Code sessions focused during long coding work with scoped prompts, checkpoints, durable memory boundaries, source refreshes, and privacy-safe handoffs.
Optimize agent prompts and system instructions with meta-prompting techniques. Improves prompt performance through A/B testing, chaining, and ROI measurement.
A CLAUDE.md rule set that turns Claude into a prompt-engineering reviewer for coding work — enforcing explicit requirements, task decomposition, example-driven prompts, and context management.