Verifiable receipt 73c66806 - zambro_analyze result | Zambo

Verifiable receipt for a zambro_analyze call on Zambo: {"score":63,"branch":"ai_agent","impact":"High","timeToImpl":"2 hours","signals":2,"confidence":"MEDIUM",

Observed result

{"score":63,"branch":"ai_agent","impact":"High","timeToImpl":"2 hours","signals":2,"confidence":"MEDIUM","bottleneck":"You lack hard data on MCP's performance and integration cost for your current stack, so you’re stuck guessing whether it will actually speed up development or just add another layer of abstraction. Without a concrete pilot, any decision is based on hype rather than measurable ROI.","fastestWin":"Spin up a free MCP sandbox this week and refactor one low‑risk module of your codebase to run through its pipelines, then log time‑to‑completion versus your existing toolchain.","hiddenOp":"Early‑adopter status lets you influence MCP’s roadmap through direct feedback loops, potentially securing priority support and custom feature tweaks before competitors catch up.","nextMove":"Run a controlled pilot on a single service → Compare quantitative metrics (latency, bug rate, dev hours) against baseline → Decide to adopt, abandon, or negotiate a custom integration plan","matchedProducts":["X711","ENTANGLER","MONAD AGENT HUB"],"playbook":["Create a GitHub issue titled ‘MCP Pilot – Module X’ and assign it to your lead dev","Deploy MCP’s free trial container on your dev server and point the module’s CI pipeline to it","Log start‑to‑finish build times for 10 consecutive commits and record error rates","Draft a one‑page ROI sheet comparing MCP metrics to current tooling","Email the MCP product manager with your findings and request a beta‑feature roadmap meeting"],"subject_type":"idea","productLinks":{"X711":"https://x711.io","ENTANGLER":"https://entangler.tech","MONAD AGENT HUB":"https://monadagenthub.xyz"},"input":"Is MCP the future of AI tooling for developers?","shareable_url":"https://zambo.dev/#zambro?q=Is%20MCP%20the%20future%20of%20AI%20tooling%20for%20developers%3F","api_version":"3.1","powered_by":"zambo.dev","_zambo":{"add_to_claude":"{\"mcpServers\":{\"zambo\":{\"url\":\"https://zambo.dev/api/mcp\"}}}","install":"https://zambo.dev/install","day_pass":"$0.99 USDC · 24h listed allowances · send to 0xb753…b9AC on Base","tools":"138 tools — ghost audits, strategy sparks, code audits, lead gen, agent coordination","note":"Paste add_to_claude into Claude Desktop / Cursor / Windsurf config to get 138 tools instantly"},"deep_scan_available":{"enabled":false,"how":"Add deep:true + X-Payment-Hash header or payment_hash field","price":"0.0003 USDC on Base","adds":["competitive_intelligence","ninety_day_plan","revenue_model"]},"discovery":{"agent_json":"https://zambo.dev/agent.json","llms_txt":"https://zambo.dev/llms.txt","stack":"GET https://zambo.dev/api/zambro/stack"},"grade":"C"}

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Zambo's receipt store reports a tool call and records its result. The SHA-256 commitment covers the exact canonical bytes. The provenance label is bound to v0.4 receipt bytes when that check passes, but no pinned signature or trusted issuer key is checked. An anchor can timestamp a fingerprint; it does not authenticate the issuer.

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Verification checks

Committed provenance claim

EXECUTED BY ZAMBO

provenance_class is bound to these bytes; issuer is not authenticated.

Receipt ID
73c66806-460d-434d-ab7a-2dc52d70b437
SHA-256 output hash
sha256:93ba416ae1d8f7b796f31723cff32217f0c9d4e667102b33d8034c280038aeb5
Canonical bytes
eyJjYWxsZXIiOnsiaWQiOiJzaGEyNTY6NDYyZTU4YTdjNzFlMjkwODM4MjUxM2EyYjNhYTY1MjZhZDg4MmUzMTVkYTU3NDY3MjhjOTQzMTMwYWVhNmRhNCIsInR5cGUiOiJhbm9ueW1vdXMifSwiaXNzdWVyX2NsYWltcyI6eyJwcm92ZW5hbmNlX2NsYXNzIjoiRVhFQ1VURUQgQlkgWkFNQk8ifSwib3V0cHV0Ijp7InRleHQiOiJ7XCJzY29yZVwiOjYzLFwiYnJhbmNoXCI6XCJhaV9hZ2VudFwiLFwiaW1wYWN0XCI6XCJIaWdoXCIsXCJ0aW1lVG9JbXBsXCI6XCIyIGhvdXJzXCIsXCJzaWduYWxzXCI6MixcImNvbmZpZGVuY2VcIjpcIk1FRElVTVwiLFwiYm90dGxlbmVja1wiOlwiWW91IGxhY2sgaGFyZCBkYXRhIG9uIE1DUCdzIHBlcmZvcm1hbmNlIGFuZCBpbnRlZ3JhdGlvbiBjb3N0IGZvciB5b3VyIGN1cnJlbnQgc3RhY2ssIHNvIHlvdeKAmXJlIHN0dWNrIGd1ZXNzaW5nIHdoZXRoZXIgaXQgd2lsbCBhY3R1YWxseSBzcGVlZCB1cCBkZXZlbG9wbWVudCBvciBqdXN0IGFkZCBhbm90aGVyIGxheWVyIG9mIGFic3RyYWN0aW9uLiBXaXRob3V0IGEgY29uY3JldGUgcGlsb3QsIGFueSBkZWNpc2lvbiBpcyBiYXNlZCBvbiBoeXBlIHJhdGhlciB0aGFuIG1lYXN1cmFibGUgUk9JLlwiLFwiZmFzdGVzdFdpblwiOlwiU3BpbiB1cCBhIGZyZWUgTUNQIHNhbmRib3ggdGhpcyB3ZWVrIGFuZCByZWZhY3RvciBvbmUgbG934oCRcmlzayBtb2R1bGUgb2YgeW91ciBjb2RlYmFzZSB0byBydW4gdGhyb3VnaCBpdHMgcGlwZWxpbmVzLCB0aGVuIGxvZyB0aW1l4oCRdG/igJFjb21wbGV0aW9uIHZlcnN1cyB5b3VyIGV4aXN0aW5nIHRvb2xjaGFpbi5cIixcImhpZGRlbk9wXCI6XCJFYXJseeKAkWFkb3B0ZXIgc3RhdHVzIGxldHMgeW91IGluZmx1ZW5jZSBNQ1DigJlzIHJvYWRtYXAgdGhyb3VnaCBkaXJlY3QgZmVlZGJhY2sgbG9vcHMsIHBvdGVudGlhbGx5IHNlY3VyaW5nIHByaW9yaXR5IHN1cHBvcnQgYW5kIGN1c3RvbSBmZWF0dXJlIHR3ZWFrcyBiZWZvcmUgY29tcGV0aXRvcnMgY2F0Y2ggdXAuXCIsXCJuZXh0TW92ZVwiOlwiUnVuIGEgY29udHJvbGxlZCBwaWxvdCBvbiBhIHNpbmdsZSBzZXJ2aWNlIOKGkiBDb21wYXJlIHF1YW50aXRhdGl2ZSBtZXRyaWNzIChsYXRlbmN5LCBidWcgcmF0ZSwgZGV2IGhvdXJzKSBhZ2FpbnN0IGJhc2VsaW5lIOKGkiBEZWNpZGUgdG8gYWRvcHQsIGFiYW5kb24sIG9yIG5lZ290aWF0ZSBhIGN1c3RvbSBpbnRlZ3JhdGlvbiBwbGFuXCIsXCJtYXRjaGVkUHJvZHVjdHNcIjpbXCJYNzExXCIsXCJFTlRBTkdMRVJcIixcIk1PTkFEIEFHRU5UIEhVQlwiXSxcInBsYXlib29rXCI6W1wiQ3JlYXRlIGEgR2l0SHViIGlzc3VlIHRpdGxlZCDigJhNQ1AgUGlsb3Qg4oCTIE1vZHVsZSBY4oCZIGFuZCBhc3NpZ24gaXQgdG8geW91ciBsZWFkIGRldlwiLFwiRGVwbG95IE1DUOKAmXMgZnJlZSB0cmlhbCBjb250YWluZXIgb24geW91ciBkZXYgc2VydmVyIGFuZCBwb2ludCB0aGUgbW9kdWxl4oCZcyBDSSBwaXBlbGluZSB0byBpdFwiLFwiTG9nIHN0YXJ04oCRdG/igJFmaW5pc2ggYnVpbGQgdGltZXMgZm9yIDEwIGNvbnNlY3V0aXZlIGNvbW1pdHMgYW5kIHJlY29yZCBlcnJvciByYXRlc1wiLFwiRHJhZnQgYSBvbmXigJFwYWdlIFJPSSBzaGVldCBjb21wYXJpbmcgTUNQIG1ldHJpY3MgdG8gY3VycmVudCB0b29saW5nXCIsXCJFbWFpbCB0aGUgTUNQIHByb2R1Y3QgbWFuYWdlciB3aXRoIHlvdXIgZmluZGluZ3MgYW5kIHJlcXVlc3QgYSBiZXRh4oCRZmVhdHVyZSByb2FkbWFwIG1lZXRpbmdcIl0sXCJzdWJqZWN0X3R5cGVcIjpcImlkZWFcIixcInByb2R1Y3RMaW5rc1wiOntcIlg3MTFcIjpcImh0dHBzOi8veDcxMS5pb1wiLFwiRU5UQU5HTEVSXCI6XCJodHRwczovL2VudGFuZ2xlci50ZWNoXCIsXCJNT05BRCBBR0VOVCBIVUJcIjpcImh0dHBzOi8vbW9uYWRhZ2VudGh1Yi54eXpcIn0sXCJpbnB1dFwiOlwiSXMgTUNQIHRoZSBmdXR1cmUgb2YgQUkgdG9vbGluZyBmb3IgZGV2ZWxvcGVycz9cIixcInNoYXJlYWJsZV91cmxcIjpcImh0dHBzOi8vemFtYm8uZGV2LyN6YW1icm8/cT1JcyUyME1DUCUyMHRoZSUyMGZ1dHVyZSUyMG9mJTIwQUklMjB0b29saW5nJTIwZm9yJTIwZGV2ZWxvcGVycyUzRlwiLFwiYXBpX3ZlcnNpb25cIjpcIjMuMVwiLFwicG93ZXJlZF9ieVwiOlwiemFtYm8uZGV2XCIsXCJfemFtYm9cIjp7XCJhZGRfdG9fY2xhdWRlXCI6XCJ7XFxcIm1jcFNlcnZlcnNcXFwiOntcXFwiemFtYm9cXFwiOntcXFwidXJsXFxcIjpcXFwiaHR0cHM6Ly96YW1iby5kZXYvYXBpL21jcFxcXCJ9fX1cIixcImluc3RhbGxcIjpcImh0dHBzOi8vemFtYm8uZGV2L2luc3RhbGxcIixcImRheV9wYXNzXCI6XCIkMC45OSBVU0RDIMK3IDI0aCBsaXN0ZWQgYWxsb3dhbmNlcyDCtyBzZW5kIHRvIDB4Yjc1M2JlNUVhYzVCMjljNzExMDUxRGZGOTEyNzk4MzRlOUM5YjlBQyBvbiBCYXNlXCIsXCJ0b29sc1wiOlwiMTM4IHRvb2xzIOKAlCBnaG9zdCBhdWRpdHMsIHN0cmF0ZWd5IHNwYXJrcywgY29kZSBhdWRpdHMsIGxlYWQgZ2VuLCBhZ2VudCBjb29yZGluYXRpb25cIixcIm5vdGVcIjpcIlBhc3RlIGFkZF90b19jbGF1ZGUgaW50byBDbGF1ZGUgRGVza3RvcCAvIEN1cnNvciAvIFdpbmRzdXJmIGNvbmZpZyB0byBnZXQgMTM4IHRvb2xzIGluc3RhbnRseVwifSxcImRlZXBfc2Nhbl9hdmFpbGFibGVcIjp7XCJlbmFibGVkXCI6ZmFsc2UsXCJob3dcIjpcIkFkZCBkZWVwOnRydWUgKyBYLVBheW1lbnQtSGFzaCBoZWFkZXIgb3IgcGF5bWVudF9oYXNoIGZpZWxkXCIsXCJwcmljZVwiOlwiMC4wMDAzIFVTREMgb24gQmFzZVwiLFwiYWRkc1wiOltcImNvbXBldGl0aXZlX2ludGVsbGlnZW5jZVwiLFwibmluZXR5X2RheV9wbGFuXCIsXCJyZXZlbnVlX21vZGVsXCJdfSxcImRpc2NvdmVyeVwiOntcImFnZW50X2pzb25cIjpcImh0dHBzOi8vemFtYm8uZGV2L2FnZW50Lmpzb25cIixcImxsbXNfdHh0XCI6XCJodHRwczovL3phbWJvLmRldi9sbG1zLnR4dFwiLFwic3RhY2tcIjpcIkdFVCBodHRwczovL3phbWJvLmRldi9hcGkvemFtYnJvL3N0YWNrXCJ9LFwiZ3JhZGVcIjpcIkNcIn1cblxuJDAuOTkgRGF5IFBhc3MgwrcgMjRoIGFjY2VzcyDCtyBVU0RDIG9uIEJhc2Ug4oCUIGFjdGl2YXRlIHdpdGggZGF5X3Bhc3NfYWN0aXZhdGUuIn0sInJlY2VpcHRfc2NoZW1hX3ZlcnNpb24iOiIwLjQiLCJzaWRlX2VmZmVjdHMiOnsiZGVjbGFyYXRpb25faGFzaCI6InNoYTI1Njo0NWFhZDM4ZjNhYTk4MmI5YWFmZTkyZWNiNDE2ZWJlOTg3OTFlZGRiYWY4YWI2ZGYwYmQwODYwNWI3YzFiZmVlIiwiZGVjbGFyZWQiOlsibm9uZSJdLCJzY2hlbWFfdmVyc2lvbiI6InphbWJvLXNpZGUtZWZmZWN0cy8xIn0sInRvb2wiOnsibmFtZSI6InphbWJyb19hbmFseXplIiwic2NvcGUiOiJwdWJsaWMiLCJ2ZXJzaW9uIjoiNC4wLjAifX0=
Timestamp

Bound call context

Receipt schema
0.4
Tool name
zambro_analyze
Tool version
4.0.0
Permission scope
public
Caller type
anonymous
Caller ID
sha256:462e58a7c71e2908382513a2b3aa6526ad882e315da5746728c943130aea6da4
Declared side effects
none
Side-effects schema
zambo-side-effects/1
Declaration hash
sha256:45aad38f3aa982b9aafe92ecb416ebe98791eddbaf8ab6df0bd08605b7c1bfee

This records what the server-side tool contract declared at call time. It does not independently verify that a downstream side effect happened.

Bound upstream evidence

Status
captured
Evidence SHA-256
sha256:2bf409130af442714e3bd38568b61cd575aeb477fed0ed92d377be2d361524fa
Byte length
2684

Fetch exact evidence bytes

Neutral Nostr anchor

Event ID
be031b9113a185a4b81908babff4c5d325fe753873aefbbc7511c05399db1665
Anchor status
partial
Public key
e13475107d30c918ec664adf2ab1141024a22fb35190f82c9e933704fa49af41

Relay hints: wss://relay.damus.io · wss://nos.lol · wss://relay.primal.net

Schema: zambo-receipt-anchor/1

Anchor envelope bytes:

{"anchored_at":"2026-10-08T03:02:09.184Z","evidence_byte_length":2684,"evidence_sha256":"sha256:2bf409130af442714e3bd38568b61cd575aeb477fed0ed92d377be2d361524fa","evidence_url":"https://zambo.dev/api/evidence/2bf409130af442714e3bd38568b61cd575aeb477fed0ed92d377be2d361524fa","output_sha256":"sha256:93ba416ae1d8f7b796f31723cff32217f0c9d4e667102b33d8034c280038aeb5","receipt_uuid":"73c66806-460d-434d-ab7a-2dc52d70b437","schema_version":"zambo-receipt-anchor/1"}

Anchor status "partial": Published to some configured relay targets; publication was not confirmed by every configured relay.

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Markdown

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HTML

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