nahid-sparktales/agent-dispatcher
75 agent markdown files indexed from nahid-sparktales/agent-dispatcher. Install any of them pinned to an exact hash with mdr add nahid-sparktales/agent-dispatcher/<name>.
agent-dispatcher skill
nahid-sparktales/agent-dispatcher · skills/agent-dispatcher/SKILL.md · Route work to a specialist role and load its task-specific guidance. Use when the user invokes /agent-dispatcher, names…
git:20260920.c183eff · audit A · 49 stars
agent-design skill
nahid-sparktales/agent-dispatcher · skills/ai/agent-design/SKILL.md · Scope an agent or subagent before it is built — the one job it owns, the smallest tool set that closes that job, what…
git:20260919.a0d4f55 · audit A · 49 stars
agent-evals skill
nahid-sparktales/agent-dispatcher · skills/ai/agent-evals/SKILL.md · Build an eval suite that can actually detect a regression — cases pulled from real traffic, graders that check…
git:20260919.a0d4f55 · audit A · 49 stars
context-engineering skill
nahid-sparktales/agent-dispatcher · skills/ai/context-engineering/SKILL.md · Decide what actually occupies the model's window — progressive disclosure through an index, retrieval versus inlining…
git:20260919.a0d4f55 · audit A · 49 stars
llm-observability skill
nahid-sparktales/agent-dispatcher · skills/ai/llm-observability/SKILL.md · See what an agent actually did — one trace per run with nested model, tool and retrieval spans, token and latency…
git:20260919.a0d4f55 · audit A · 49 stars
mcp-design skill
nahid-sparktales/agent-dispatcher · skills/ai/mcp-design/SKILL.md · Build an MCP server, or bring an existing one into a project — choosing the transport, deciding which tools, resources…
git:20260919.a0d4f55 · audit A · 49 stars
memory-design skill
nahid-sparktales/agent-dispatcher · skills/ai/memory-design/SKILL.md · Decide what an agent should remember, which layer holds it, who it is scoped to, and how a stale or contradicted memory…
git:20260919.a0d4f55 · audit A · 49 stars
model-routing skill
nahid-sparktales/agent-dispatcher · skills/ai/model-routing/SKILL.md · Pick a model per job and degrade sensibly when one fails — a quality bar per call site, candidates compared on the same…
git:20260919.a0d4f55 · audit A · 49 stars
prompt-engineering skill
nahid-sparktales/agent-dispatcher · skills/ai/prompt-engineering/SKILL.md · Write or revise a prompt so it holds up — output contract, instruction placement, examples that earn their place, an…
git:20260919.a0d4f55 · audit A · 49 stars
prompt-injection-defense skill
nahid-sparktales/agent-dispatcher · skills/ai/prompt-injection-defense/SKILL.md · Treat everything an agent reads but did not author as data rather than instructions — an explicit trust boundary, a…
git:20260919.a0d4f55 · audit A · 49 stars
retrieval-rag skill
nahid-sparktales/agent-dispatcher · skills/ai/retrieval-rag/SKILL.md · Build and fix retrieval that actually returns the right passage — structure-aware chunking, one pinned embedding model…
git:20260919.a0d4f55 · audit A · 49 stars
structured-output skill
nahid-sparktales/agent-dispatcher · skills/ai/structured-output/SKILL.md · Get parseable, trustworthy structured results out of a model — schema design, the enforcement mechanism the provider…
git:20260919.a0d4f55 · audit A · 49 stars
tool-design skill
nahid-sparktales/agent-dispatcher · skills/ai/tool-design/SKILL.md · Design the tools a model calls — names, parameter shapes, what a result returns, and error text written as an…
git:20260919.a0d4f55 · audit A · 49 stars
api-contract-verification skill
nahid-sparktales/agent-dispatcher · skills/backend/api-contract-verification/SKILL.md · Prove an API integration actually works by executing it — success path, documented failure paths, auth failure — and…
git:20260919.a0d4f55 · audit A · 49 stars
api-design skill
nahid-sparktales/agent-dispatcher · skills/backend/api-design/SKILL.md · Design or change an HTTP API — resources, verbs, status codes, one error shape, pagination, versioning, and an OpenAPI…
git:20260919.a0d4f55 · audit A · 49 stars
authentication skill
nahid-sparktales/agent-dispatcher · skills/backend/authentication/SKILL.md · Establish who the caller is — session cookies, bearer tokens, refresh, and OAuth/OIDC flows — and put each where it…
git:20260919.a0d4f55 · audit A · 49 stars
authorization skill
nahid-sparktales/agent-dispatcher · skills/backend/authorization/SKILL.md · Decide what an authenticated caller may do — pick the permission model, put the check at one enforcement point close to…
git:20260919.a0d4f55 · audit A · 49 stars
background-jobs skill
nahid-sparktales/agent-dispatcher · skills/backend/background-jobs/SKILL.md · Design queued and scheduled work so it survives duplicates, retries, crashes and restarts — job contract, idempotency…
git:20260919.a0d4f55 · audit A · 49 stars
caching skill
nahid-sparktales/agent-dispatcher · skills/backend/caching/SKILL.md · Decide what to cache, at which layer, for how long, and how it gets invalidated — before any cache is added. Use when…
git:20260919.a0d4f55 · audit A · 49 stars
idempotency-and-retries skill
nahid-sparktales/agent-dispatcher · skills/backend/idempotency-and-retries/SKILL.md · Make an operation safe to repeat — idempotency keys and their storage, what a replay returns, retry policy with backoff…
git:20260919.a0d4f55 · audit A · 49 stars
webhooks skill
nahid-sparktales/agent-dispatcher · skills/backend/webhooks/SKILL.md · Receive or send HTTP webhooks correctly — signature verification on the raw body, fast acknowledgement, deduplication…
git:20260919.a0d4f55 · audit A · 49 stars
data-integrity skill
nahid-sparktales/agent-dispatcher · skills/database/data-integrity/SKILL.md · Keep data correct over time — write the invariants down, push each one to the lowest layer that can enforce it, cover…
git:20260919.a0d4f55 · audit A · 49 stars
data-pipelines skill
nahid-sparktales/agent-dispatcher · skills/database/data-pipelines/SKILL.md · Build and repair batch and streaming pipelines that can be run twice without lying — lineage, event-time windowing…
git:20260919.a0d4f55 · audit A · 49 stars
data-quality skill
nahid-sparktales/agent-dispatcher · skills/database/data-quality/SKILL.md · Decide what must be true of a dataset and where that assertion belongs — freshness against event time, volume floors…
git:20260919.a0d4f55 · audit A · 49 stars
database-migration-verification skill
nahid-sparktales/agent-dispatcher · skills/database/database-migration-verification/SKILL.md · Prove a migration did what it claimed — before/after row counts, column checksums, constraint and index state…
git:20260919.a0d4f55 · audit A · 49 stars
migrations skill
nahid-sparktales/agent-dispatcher · skills/database/migrations/SKILL.md · Change a live schema without breaking the application on it — expand/contract sequencing, lock-safe DDL, batched…
git:20260919.a0d4f55 · audit A · 49 stars
postgres skill
nahid-sparktales/agent-dispatcher · skills/database/postgres/SKILL.md · Postgres behaviour worth checking before relying on it — type choices, index kinds and their costs, reading EXPLAIN…
git:20260919.a0d4f55 · audit A · 49 stars
query-optimization skill
nahid-sparktales/agent-dispatcher · skills/database/query-optimization/SKILL.md · Make one slow query fast without guessing — capture the plan, find where the time actually goes, change one thing, and…
git:20260919.a0d4f55 · audit A · 49 stars
schema-design skill
nahid-sparktales/agent-dispatcher · skills/database/schema-design/SKILL.md · Turn what a system must guarantee into tables, keys and constraints — normalization judgement, nullability, foreign key…
git:20260919.a0d4f55 · audit A · 49 stars
accessibility-verification skill
nahid-sparktales/agent-dispatcher · skills/design/accessibility-verification/SKILL.md · Prove an accessibility claim instead of asserting it — automated scan plus the keyboard, focus, zoom and screen-reader…
git:20260919.a0d4f55 · audit A · 49 stars
accessibility skill
nahid-sparktales/agent-dispatcher · skills/design/accessibility/SKILL.md · Build and fix interfaces so they meet WCAG 2.2 AA in practice — native semantics, keyboard paths, focus order and…
git:20260919.a0d4f55 · audit A · 49 stars
design-systems skill
nahid-sparktales/agent-dispatcher · skills/design/design-systems/SKILL.md · Build UI inside an existing design system — find its tokens and components, reuse before adding, decide between…
git:20260919.a0d4f55 · audit A · 49 stars
design-to-code skill
nahid-sparktales/agent-dispatcher · skills/design/design-to-code/SKILL.md · Turn a design, mockup, Figma frame or screenshot into implementation that actually matches it — mapping values to the…
git:20260919.a0d4f55 · audit A · 49 stars
frontend-design skill
nahid-sparktales/agent-dispatcher · skills/design/frontend-design/SKILL.md · Establish a visual direction for new or reshaped UI so it reads as designed for this product rather than assembled from…
git:20260919.a0d4f55 · audit A · 49 stars
motion-design skill
nahid-sparktales/agent-dispatcher · skills/design/motion-design/SKILL.md · Decide what an animation is communicating, then give it a duration, an easing curve, an interruption behaviour and a…
git:20260919.a0d4f55 · audit A · 49 stars
responsive-design skill
nahid-sparktales/agent-dispatcher · skills/design/responsive-design/SKILL.md · Make a layout hold from 320px to wide desktop — content-driven breakpoints, intrinsic layout before media queries…
git:20260919.a0d4f55 · audit A · 49 stars
ui-audit skill
nahid-sparktales/agent-dispatcher · skills/design/ui-audit/SKILL.md · Review an existing interface and return ranked, concrete findings — each with its location, the user consequence, and a…
git:20260919.a0d4f55 · audit A · 49 stars
ux-writing skill
nahid-sparktales/agent-dispatcher · skills/design/ux-writing/SKILL.md · Write or repair the words inside an interface — button labels, empty states, error messages, confirmation dialogs, form…
git:20260919.a0d4f55 · audit A · 49 stars
ci-cd skill
nahid-sparktales/agent-dispatcher · skills/devops/ci-cd/SKILL.md · Design the shape of a delivery pipeline — what each stage actually proves, what gates what, where verification belongs…
git:20260919.a0d4f55 · audit A · 49 stars
deployment skill
nahid-sparktales/agent-dispatcher · skills/devops/deployment/SKILL.md · Prepare and run a release you can explain and undo — exact artifact identity, environment parity, config and secrets, a…
git:20260919.a0d4f55 · audit A · 49 stars
docker skill
nahid-sparktales/agent-dispatcher · skills/devops/docker/SKILL.md · Build container images that are reproducible, small, and safe to run — layer order and what actually caches…
git:20260919.a0d4f55 · audit A · 49 stars
github-actions skill
nahid-sparktales/agent-dispatcher · skills/devops/github-actions/SKILL.md · Write and review GitHub Actions workflows that fail honestly and finish fast enough to be trusted — least-privilege…
git:20260919.a0d4f55 · audit A · 49 stars
incident-response skill
nahid-sparktales/agent-dispatcher · skills/devops/incident-response/SKILL.md · Stabilize a system that is failing right now — name the signal that flagged it, size the blast radius in numbers, keep…
git:20260919.a0d4f55 · audit A · 49 stars
observability skill
nahid-sparktales/agent-dispatcher · skills/devops/observability/SKILL.md · Instrument a service so the questions asked during an incident are answerable from data already being collected — rate…
git:20260919.a0d4f55 · audit A · 49 stars
release-verification skill
nahid-sparktales/agent-dispatcher · skills/devops/release-verification/SKILL.md · Prove a deployment is healthy rather than merely finished — the revision actually serving asked of the running system…
git:20260919.a0d4f55 · audit A · 49 stars
rollback skill
nahid-sparktales/agent-dispatcher · skills/devops/rollback/SKILL.md · Get back to a known-good state, and know in advance which parts of a release cannot come back — destructive migrations…
git:20260919.a0d4f55 · audit A · 49 stars
component-architecture skill
nahid-sparktales/agent-dispatcher · skills/frontend/component-architecture/SKILL.md · Decide where a component's boundaries go, where state lives, what its props should be, and whether to split it — using…
git:20260919.a0d4f55 · audit A · 49 stars
frontend-performance skill
nahid-sparktales/agent-dispatcher · skills/frontend/frontend-performance/SKILL.md · Make a page measurably faster — pick the metric that is actually bad, measure it under stated conditions, find the real…
git:20260919.a0d4f55 · audit A · 49 stars
shadcn-ui skill
nahid-sparktales/agent-dispatcher · skills/frontend/shadcn-ui/SKILL.md · Work with shadcn/ui components and the Radix primitives under them — components are copied into the repo and are your…
git:20260919.a0d4f55 · audit A · 49 stars
stack-detection skill
nahid-sparktales/agent-dispatcher · skills/frontend/stack-detection/SKILL.md · Establish what a frontend project actually uses — framework, router, package manager, styling, component layer…
git:20260919.a0d4f55 · audit A · 49 stars
tailwind skill
nahid-sparktales/agent-dispatcher · skills/frontend/tailwind/SKILL.md · Work inside an existing Tailwind codebase without degrading it — use the project's theme tokens instead of arbitrary…
git:20260919.a0d4f55 · audit A · 49 stars
visual-verification skill
nahid-sparktales/agent-dispatcher · skills/frontend/visual-verification/SKILL.md · Prove a UI looks right across every state and viewport it has to survive — enumerate the state matrix, make captures…
git:20260919.a0d4f55 · audit A · 49 stars
competitive-analysis skill
nahid-sparktales/agent-dispatcher · skills/knowledge/competitive-analysis/SKILL.md · Compare products, libraries or approaches on criteria derived from your own constraints rather than from anyone's…
git:20260919.a0d4f55 · audit A · 49 stars
copywriting skill
nahid-sparktales/agent-dispatcher · skills/knowledge/copywriting/SKILL.md · Write persuasive copy that is also true — landing pages, product messaging, emails, ads, launch announcements — by…
git:20260919.a0d4f55 · audit A · 49 stars
data-analysis skill
nahid-sparktales/agent-dispatcher · skills/knowledge/data-analysis/SKILL.md · Get a defensible answer out of a dataset — grain and denominators pinned, missing data accounted for, aggregates…
git:20260919.a0d4f55 · audit A · 49 stars
deep-research skill
nahid-sparktales/agent-dispatcher · skills/knowledge/deep-research/SKILL.md · Investigate an open question properly — frame it as a decision, work from primary sources, sweep from several angles…
git:20260919.a0d4f55 · audit A · 49 stars
documentation-verification skill
nahid-sparktales/agent-dispatcher · skills/knowledge/documentation-verification/SKILL.md · Verify documentation against its promises: validate source-report citations and schemas, or execute runnable guide…
git:20260921.94f508d · audit A · 49 stars
positioning skill
nahid-sparktales/agent-dispatcher · skills/knowledge/positioning/SKILL.md · Say what a product is for, which alternative it beats, and why — in one segment's own words, with every claim tied to…
git:20260919.a0d4f55 · audit A · 49 stars
seo skill
nahid-sparktales/agent-dispatcher · skills/knowledge/seo/SKILL.md · Make a page findable for a real query — match the intent behind it, structure the page around that intent, and clear…
git:20260919.a0d4f55 · audit A · 49 stars
source-evaluation skill
nahid-sparktales/agent-dispatcher · skills/knowledge/source-evaluation/SKILL.md · Judge whether a source can carry the weight you are about to put on it — trace it upstream to something primary, check…
git:20260919.a0d4f55 · audit A · 49 stars
technical-writing skill
nahid-sparktales/agent-dispatcher · skills/knowledge/technical-writing/SKILL.md · Write or repair documentation that stays true to the system it describes — README, setup guide, how-to, API reference…
git:20260919.a0d4f55 · audit A · 49 stars
experimentation skill
nahid-sparktales/agent-dispatcher · skills/product/experimentation/SKILL.md · Design an A/B test that can answer its question — hypothesis, randomization unit, power, duration, pre-registered…
git:20260919.a0d4f55 · audit A · 49 stars
prd-and-stories skill
nahid-sparktales/agent-dispatcher · skills/product/prd-and-stories/SKILL.md · Write a scope someone else can build from without asking you what you meant — problem, users, the flow end to end…
git:20260919.a0d4f55 · audit A · 49 stars
prioritization skill
nahid-sparktales/agent-dispatcher · skills/product/prioritization/SKILL.md · Choose what not to do and make the tradeoff legible — the constraint being spent, each candidate's cost and value with…
git:20260919.a0d4f55 · audit A · 49 stars
product-analytics skill
nahid-sparktales/agent-dispatcher · skills/product/product-analytics/SKILL.md · Define a product metric so it means one thing — event, denominator, population, window — and check the instrumentation…
git:20260919.a0d4f55 · audit A · 49 stars
product-discovery skill
nahid-sparktales/agent-dispatcher · skills/product/product-discovery/SKILL.md · Find the real problem behind a feature request before anyone scopes a solution — whose job is stuck, what evidence…
git:20260919.a0d4f55 · audit A · 49 stars
browser-verification skill
nahid-sparktales/agent-dispatcher · skills/quality/browser-verification/SKILL.md · Prove a UI change actually renders and works — desktop and mobile, controls operated, console clean. Use before…
git:20260919.a0d4f55 · audit A · 49 stars
e2e-testing skill
nahid-sparktales/agent-dispatcher · skills/quality/e2e-testing/SKILL.md · Build and keep end-to-end suites that are worth their runtime — which journeys belong at this level, selectors that…
git:20260919.a0d4f55 · audit A · 49 stars
performance-profiling skill
nahid-sparktales/agent-dispatcher · skills/quality/performance-profiling/SKILL.md · Find where the time actually goes before changing anything — define the metric and workload, build a repeatable…
git:20260919.a0d4f55 · audit A · 49 stars
regression-testing skill
nahid-sparktales/agent-dispatcher · skills/quality/regression-testing/SKILL.md · Turn a fixed bug into a test that fails on the old code and passes on the new one. Assert behavior at the cheapest…
git:20260921.94f508d · audit A · 49 stars
systematic-debugging skill
nahid-sparktales/agent-dispatcher · skills/quality/systematic-debugging/SKILL.md · Find the cause of a failure by evidence — reproduce it, read what the system actually did, form hypotheses that predict…
git:20260919.a0d4f55 · audit A · 49 stars
test-design skill
nahid-sparktales/agent-dispatcher · skills/quality/test-design/SKILL.md · Write unit and integration tests that fail for the right reason — behaviour-level assertions, boundary values, the…
git:20260919.a0d4f55 · audit A · 49 stars
test-strategy skill
nahid-sparktales/agent-dispatcher · skills/quality/test-strategy/SKILL.md · Decide what to test and at which level before any tests get written — enumerate failure modes by consequence, give each…
git:20260919.a0d4f55 · audit A · 49 stars
agent-security skill
nahid-sparktales/agent-dispatcher · skills/security/agent-security/SKILL.md · Secure an agent system as a permission surface — what authority each tool call runs under, where the confused deputy…
git:20260919.a0d4f55 · audit A · 49 stars
auth-security skill
nahid-sparktales/agent-dispatcher · skills/security/auth-security/SKILL.md · Attack and harden an existing auth surface — session fixation and rotation, token verification, horizontal and vertical…
git:20260919.a0d4f55 · audit A · 49 stars
Source
github.com/nahid-sparktales/agent-dispatcher · 49 stars · license MIT · pushed 2026-09-23