## §SELF — miscsubjects capability (paste without context)
**Principle:** Self-explaining payload — no external context required. This _self block is the capability: what it is, how to run it, how to change it, and where to look next.
**Path:** OIP > ADJUDICATE > ADJUDICATE_IMAGE_LLAMA32
**Capability:** `ADJUDICATE_IMAGE_LLAMA32` — One signed attesting finding over an IMAGE plus a supplied record, under a rule set pinned at a content hash. The pixels are fetched and put in the message, so the finding is about what the model saw rather than about a URL it could not open. Verdicts: AFFIRM | DENY | CANNOT_CONCLUDE. RECORDS_ABSENT is mandatory and its omission voids the finding. Executing model: @cf/meta/llama-3.2-11b-vision-instruct — the key names this model and no other.
**When to use:** any question whose answer depends on an image AND a record, where the reader must be able to check a year later what the model was given, what it was not given, and which clause each step conformed to.
**RUN NOW (open this URL):** https://miscsubjects.com/api/dispatch?invoke=ADJUDICATE_IMAGE_LLAMA32&body=QUESTION%20PUT%20TO%20YOU%3A%20is%20a%20nodule%20present%3F%20%7C%20RULESET_HASH%3A%20c8823baf...%20%7C%20IMAGE_URL%3A%20https%3A%2F%2Fmiscsubjects.com%2Fimg%2Fgen%2Fx.png%20%7C%20MODEL_TARGET%3A%20%40cf%2Fmeta%2Fllama-3.2-11b-vision-instruct&share=<TOKEN>
**Example call:** [ADJUDICATE_IMAGE_LLAMA32]QUESTION PUT TO YOU: is a nodule present? | RULESET_HASH: c8823baf... | IMAGE_URL: https://miscsubjects.com/img/gen/x.png | MODEL_TARGET: @cf/meta/llama-3.2-11b-vision-instruct[/ADJUDICATE_IMAGE_LLAMA32]
- **type · runner:** agent · model · adjudication
- **run it:** Open run_now (URL, fires the example), or POST https://miscsubjects.com/api/dispatch {"key":"ADJUDICATE_IMAGE_LLAMA32","body":"QUESTION PUT TO YOU: is a nodule present? | RULESET_HASH: c8823baf... | IMAGE_URL: https://miscsubjects.com/img/gen/x.png | MODEL_TARGET: @cf/meta/llama-3.2-11b-vision-instruct"}. From the router: [ADJUDICATE_IMAGE_LLAMA32]QUESTION PUT TO YOU: is a nodule present? | RULESET_HASH: c8823baf... | IMAGE_URL: https://miscsubjects.com/img/gen/x.png | MODEL_TARGET: @cf/meta/llama-3.2-11b-vision-instruct[/ADJUDICATE_IMAGE_LLAMA32]
- **inputs:** {"args":"the adjudication body. Must contain RULESET_URL, RULESET_HASH, RULESET (numbered clauses), the question, IMAGE_URL on its own line (https; the bytes are fetched and hashed into the recorded request), IMAGE_SHA256, the record and its hash, and MODEL_TARGET."}
- **outputs:** { ok, result, invocation, yield, _self } — result is this object's output; yield is tokens/cost/material; invocation is the ledgered record.
- **auth · risk:** none · low
### What this token can do here (computed for: public)
Only moves this credential can take are listed. The server enforces scope regardless; an omitted move would be denied anyway.
- **contract** — GET https://miscsubjects.com/api/dispatch?key=ADJUDICATE_IMAGE_LLAMA32&format=markdown → this object's full contract (public docs plane)
- **confirm** — GET https://miscsubjects.com/api/dispatch?confirm=INV_ID → public proof that an invocation happened — no credential needed
### Machine Contract
- Read this article first; do not infer the row shape from memory.
- If acting with a URL-only tool, open run_now after replacing placeholder args.
- If the call returns ran:false or proof.ok:false, read the receipt and repair the failed invocation instead of narrating success.
- If the token denies the call, report the denial exactly; do not switch to a broader action unless the owner supplied a broader token.
### Invocation, Ledger, Repair
- root tree: https://miscsubjects.com/api/dispatch?map=1&format=markdown
- parent system article: https://miscsubjects.com/api/dispatch?map=ADJUDICATE&format=markdown
- append-only ledger: https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_IMAGE_LLAMA32
- receipt pattern: https://miscsubjects.com/api/dispatch?receipt=inv_ID&share=<TOKEN>
- replay: POST /api/dispatch {"replay":"inv_ID"}
- repair: POST /api/dispatch {"key":"ADJUDICATE_IMAGE_LLAMA32","body":"corrected args","repairs":"inv_ID"}
### Troubleshooting
- **unknown key** — Use the did_you_mean links or ask URL; never guess another key. · https://miscsubjects.com/api/dispatch?ask=ADJUDICATE_IMAGE_LLAMA32
- **argument/body mismatch** — Read inputs/example_args here, then retry with repairs: inv_ID so lineage closes. · https://miscsubjects.com/api/dispatch?key=ADJUDICATE_IMAGE_LLAMA32
- **expired or corrupted token** — Report token_expired/token_corrupted from the response; owner mints a fresh scoped link. · https://miscsubjects.com/api/dispatch?explain=1&share=<TOKEN>
- **tool returned ok:false / exit nonzero** — Do not call it sent. Read the receipt, correct the body, fire a repair. · https://miscsubjects.com/api/dispatch?receipt=inv_ID&share=<TOKEN>
### Logical proof (verify each step)
1. Every capability is an invokable object with its own _self — this block. → https://miscsubjects.com/api/dispatch?key=ADJUDICATE_IMAGE_LLAMA32
2. You run it by POSTing to /api/dispatch; in a model turn the router tag is [ADJUDICATE_IMAGE_LLAMA32]args[/ADJUDICATE_IMAGE_LLAMA32]. → https://miscsubjects.com/api/dispatch?registry=1
3. Every invocation is ledgered with actor, cost, and material/waste. → https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_IMAGE_LLAMA32
4. You can ask the build for capabilities in plain language. → https://miscsubjects.com/api/dispatch?ask=One%20signed%20attesting%20finding%20over%20an%20IMA
5. The whole build is one self-describing map, with the terminal key. → https://miscsubjects.com/api/dispatch?build=1
### Where to look next
- **registry** — Every capability, self-describing · https://miscsubjects.com/api/dispatch?registry=1
- **ask** — Ask the build what to use, in plain language · https://miscsubjects.com/api/dispatch?ask=<question>
- **history** — This capability's invocation history — its edges · https://miscsubjects.com/api/invocations?object_id=ADJUDICATE_IMAGE_LLAMA32
- **build** — The whole build as one map (terminal key) · https://miscsubjects.com/api/dispatch?build=1
*Self-explaining. Not project knowledge — fetch specifics from the links above.*