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Source

microsoft/amplifier-bundle-skills

38 skills · 126 combined installs

Skills from this source

#
Skill
Source
8W Activity
Installs
1
skillify >- Capture a repeatable process from the current session into a reusable Amplifier SKILL.md skill file. Use when the …
microsoft/amplifier-bundle-skills
6
2
image-vision >- Analyze images using LLM vision APIs (Anthropic Claude, OpenAI GPT-4, Google Gemini, Azure OpenAI). Use when a tas…
microsoft/amplifier-bundle-skills
5
3
instance-storage-patterns >- Use when a system manages multiple concurrent instances or sessions that each need isolated storage. Covers per-in…
microsoft/amplifier-bundle-skills
5
4
config-state-patterns >- Use when a tool needs config and state that survive crashes and live in the right place. Covers safe defaults merg…
microsoft/amplifier-bundle-skills
4
5
file-ipc-patterns Use when processes must communicate through the filesystem with no message broker. Covers JSONL event logs, atomic st…
microsoft/amplifier-bundle-skills
4
6
monitor >- Run a bounded, self-checking polling loop (sleep -> check -> decide, repeat) WITHOUT ENDING THE TURN. The turn end…
microsoft/amplifier-bundle-skills
4
7
personafy Build a new opinionated advisor-persona skill — a reviewer "lens" like crusty-old-engineer, modeled on a real person …
microsoft/amplifier-bundle-skills
4
8
tester-breaker >- Adversarial breaker that reviews code by trying to make it fail, not by confirming it works. Hunts the unhappy pat…
microsoft/amplifier-bundle-skills
4
9
adapt-skill Adapt a skill written for another AI assistant (Claude Code, Cursor, etc.) into a proper Amplifier SKILL.md. Use when…
microsoft/amplifier-bundle-skills
3
10
amplifier-tool-leverage-patterns >- Use when deciding how to expose an Amplifier workflow or automation tool — .dot attractor pipeline, Python lib, to…
microsoft/amplifier-bundle-skills
3
11
auth-tls-patterns >- Use when a service needs auth that stays frictionless locally but secures remote access, or automatic TLS. Covers …
microsoft/amplifier-bundle-skills
3
12
bet-sizer >- Delivery-risk reviewer that sizes a plan's investment against the team's real confidence it will land. Voice of a …
microsoft/amplifier-bundle-skills
3
13
cli-packaging-patterns >- Use when building a new CLI tool that needs one-line install, subcommand dispatch, or layered config. Covers uv/np…
microsoft/amplifier-bundle-skills
3
14
code-review Review changed code for reuse, quality, and efficiency, then fix any issues found.
microsoft/amplifier-bundle-skills
3
15
container-orchestration-patterns >- Use when running tasks in Docker containers with safety limits and resource enforcement. Covers watchdog monitorin…
microsoft/amplifier-bundle-skills
3
16
council >- Convene the persona panel — six orthogonal review lenses — on a target. Cold independent fan-out, debate-to-consen…
microsoft/amplifier-bundle-skills
3
17
council-here >- Convene the persona panel on the CURRENT conversation — the plan, design, or decision built in this session. The I…
microsoft/amplifier-bundle-skills
3
18
councilify Build a NEW complete "council" for a domain — a panel of orthogonal review lenses that fan out cold, debate to consen…
microsoft/amplifier-bundle-skills
3
19
cranky-old-sam >- Simplicity-obsessed reviewer that interrogates complexity and insists on the minimal viable design. Voice of a sen…
microsoft/amplifier-bundle-skills
3
20
crusty-old-engineer >- Curmudgeonly engineering advisor: grounded skepticism and evidence-linked judgment on architecture, legacy refacto…
microsoft/amplifier-bundle-skills
3
21
http-service-patterns Use when building an HTTP service with FastAPI. Covers lifecycle management, background poll loops, SPA static file s…
microsoft/amplifier-bundle-skills
3
22
intent-keeper Goal-clarity reviewer that refuses to judge a solution until the intent behind it is pinned. A patient interrogator o…
microsoft/amplifier-bundle-skills
3
23
mass-change Research and plan a large-scale change, then execute it in parallel across isolated agents that each open a PR.
microsoft/amplifier-bundle-skills
3
24
msgraph-integration-patterns >- Hard-won patterns for probing, building, and debugging Microsoft Graph integrations, especially from a browser SPA…
microsoft/amplifier-bundle-skills
3
25
one-line-installer-patterns Use when designing a curl-piped install script for a project that cannot use uv tool install or npm publish. Covers m…
microsoft/amplifier-bundle-skills
3
26
outcome-cartographer >- Outcome-validity reviewer that refuses to count shipped work as progress until it maps to a measurable change in b…
microsoft/amplifier-bundle-skills
3
27
outcomist >- Outcome-clarity reviewer that asks whether you have defined what you're trying to achieve and validated that the p…
microsoft/amplifier-bundle-skills
3
28
plugin-discovery-patterns >- Use when making a system extensible at runtime. Covers plugin discovery via Python entry points, a file-based plug…
microsoft/amplifier-bundle-skills
3
29
positioning-critic Competitive-differentiation reviewer that refuses to accept "the user wants this" as sufficient. Demands the plan say…
microsoft/amplifier-bundle-skills
3
30
product-council >- Convene the Product Development Council — six orthogonal product-delivery lenses anchored by a mandatory problem-v…
microsoft/amplifier-bundle-skills
3
31
product-council-here Convene the Product Development Council on the CURRENT conversation — the plan, roadmap, or scope decision built in t…
microsoft/amplifier-bundle-skills
3
32
react-microfrontend-patterns >- Use when building a React frontend that dynamically loads independent bundles sharing a single React instance. Cov…
microsoft/amplifier-bundle-skills
3
33
restless-old-brian >- Momentum-driven engineering reviewer holding one uncompromising gate: is it REAL, proven end-to-end as a user woul…
microsoft/amplifier-bundle-skills
3
34
self-managing-tool-patterns >- Use when a CLI tool needs to manage itself. Covers a doctor diagnostic command, self-update/upgrade, cross-platfor…
microsoft/amplifier-bundle-skills
3
35
session-debug Diagnose issues in the current Amplifier session — misconfigured tools, failing operations, unexpected behavior. Use …
microsoft/amplifier-bundle-skills
3
36
skills-assist >- Authoritative consultant for all skills-related questions. Use when creating or modifying skills, understanding th…
microsoft/amplifier-bundle-skills
3
37
user-advocate >- User-need reviewer that speaks for the person who isn't in the room — the one who will actually live with what get…
microsoft/amplifier-bundle-skills
3
38
verification-discipline Use when verifying that completed work actually works. Auto-surface during /verify mode, post-implementation review, …
microsoft/amplifier-bundle-skills
3