agentfootprint
Agents that explain themselves.
01
BUILD
Snap an agent together from pieces.
what's inside
LLMCallAgentSequenceParallelConditionalLoopSwarmpatterns
import { anthropic } from 'agentfootprint/llm-providers'
const scout = Agent.create({
provider: anthropic({ defaultModel: 'claude-sonnet-4-5-20250929' }),
model: 'anthropic',
})
.system('cite every claim')
.tool(webSearch)
.tool(readPdf)
.build()
await scout.run({ message: 'summarise q3-brief.pdf' })
02
TEACH
Give it skills — it opens only the one it needs.
what's inside
skillssteeringfactsinjectionsskill graphtriggers
read('q3-brief.pdf')
web-search
read-pdf
summarize
cite-check
03
REMEMBER
It keeps what matters between conversations.
what's inside
episodicsemanticnarrativeRAGRedisin-memory
04
SWAP
Same agent. Claude, GPT, or your laptop.
what's inside
anthropicopenaiazurebedrockollamabrowsermockbring-your-own
import { anthropic } from 'agentfootprint/llm-providers'
const scout = Agent.create({
provider: anthropic({ defaultModel: 'claude-sonnet-4-5-20250929' }),
model: 'anthropic',
})
.system('cite every claim')
.tool(webSearch)
.build()
05
WATCH
See it think, in real time.
what's inside
67 eventsflowcharttimelinecostlive statusnarrative
live · evt 67
plan ✓search ✓read ✓verifyanswer
66 tool_call web.fetch · 212ms · $0.0031
67 llm_call verify · …
06
ASK
It checks in before doing anything big — with evidence.
what's inside
checkInpause/resumepermissionsaudit trail
check-inrun #418 · paused
WILL DOrm ./cache — 3 files
READconfig.ts · .env.example
WHAT DROVE THISplan step 4 · rule: fs.delete → confirm
07
WHY
When something's wrong, ask why. It answers with receipts.
what's inside
localizeablation proofwalk to rootinfluenceself-explain
$4.2M✕
SUSPECT CONTEXT · RANKED BY INFLUENCE
1doc: q3-brief.pdf §2.82PROVEN
2mem: pricing-2024.41
3tool: web.search #3.17
4sys: persona.09
08
SURVIVE
Outages happen. Runs continue.
what's inside
retryfallbackcircuit breakerreliability rulescheckpoints
run #418anthropic ✕openai ← rerouted
ckpt 12resumed · step 12
npm install agentfootprint