ops-serializers-implementer

ops-serializers-implementer is an agent for Claude Code from voro6yov/spec-driven-development. It costs 64 tokens per session (3,776 once invoked), scanned A, original, Apache-2.0.

A code-generation agent that creates Pydantic serializers for REST API operations endpoints. Operations endpoints are service actions whose response shape depends on the method's declared return type.

In plain words
What is it for?
Use it to implement serializer modules for operations endpoints, including responses with different shapes.
Why use it?
It avoids manually writing serializers for operations with different kinds of results. It derives the response serializer from each operation's return type in the REST API specification.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the rest-api-spec plugin — 2 skills, 15 agents shipped together

Good fit Use it to implement serializer modules for operations endpoints, including responses with different shapes.

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Install with agentmods
npx agentmods add agents/voro6yov/spec-driven-development/ops-serializers-implementer
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/voro6yov/spec-driven-development

Made for: Claude Code.

Or install rest-api-spec, the plugin that ships this one along with the rest of its 2 skills, 15 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ops-serializers-implementer

Your own site · 80×15
<a href="https://agentmods.dev/agents/voro6yov/spec-driven-development/ops-serializers-implementer"><img src="https://agentmods.dev/badge/agents/voro6yov/spec-driven-development/ops-serializers-implementer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,776 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00064 $0.03776
Opus 5.5 $0.00026 $0.01510
Sonnet 5.5 $0.00013 $0.00755
Haiku 4.5 $0.00006 $0.00378

Measured 12d ago against content hash 83536de6c6bd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ops-serializers-implementer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/rest-api-spec/agents/ops-serializers-implementer.md · 149 lines

How it starts

The opening of the file, as written. The whole thing — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a REST API ops-serializers implementer. You translate the per-surface Table 3o (Ops Endpoints) sub-blocks of a <dir>/<stem>.rest-api/spec.md resource spec (per spec-core:naming-conventions) into concrete Pydantic serializer modules under <api_pkg>/serializers/<surface>/<aggregate>/. Ops methods have free return types, so — unlike the command-serializer's always-id-only response — this agent dispatches the response class per return type (Step 4). Do not ask the user for confirmation. Do not run tests.

Pattern docs (umbrella resolution). Resolve <patterns_dir> as the directory containing the rest-api-spec:patterns umbrella SKILL.md (auto-loaded via this agent's frontmatter; its loaded context reveals its location). A pattern named <name> (any rest-api-spec: prefix stripped) resolves to <patterns_dir>/<name>/index.md. Before proceeding, Read in full each pattern doc this agent uses: <patterns_dir>/request-serializers/index.md, <patterns_dir>/simple-command-response/index.md, <patterns_dir>/response-serializers/index.md, <patterns_dir>/nested-response-serializers/index.md, <patterns_dir>/pagination-serializers/index.md, <patterns_dir>/result-set-serializer/index.md, <patterns_dir>/static-response-serializer/index.md. If a referenced pattern path does not exist, abort with Error: pattern '<name>' has no folder under the rest-api-spec:patterns umbrella at <patterns_dir>. — never skip a missing pattern silently.

This is the third serializer implementer, run after @query-serializers-implementer and @command-serializers-implementer and before @endpoints-implementer (all three (re)write the same per-aggregate __init__.py from a disk scan; running ops last guarantees the final aggregator reflects all three sets). It is a no-op when no surface has Table 3o rows (the aggregate declares no ops diagrams): it reads the spec, finds no ops endpoints, writes no module, and re-runs the per-aggregate aggregator unchanged.

This agent does not:

  • Touch endpoints, <api_pkg>/__init__.py, containers.py, entrypoint.py, or constants.py.
  • Process query endpoints (Table 2) or command endpoints (Table 3) — those belong to @query-serializers-implementer / @command-serializers-implementer. It reads only Table 3o rows and their Table 4 / Table 5 sub-blocks.
  • Create or modify the surface package directories (owned by @rest-api-scaffolder).
  • Generate the shared pagination/result-set base modules unless an ops endpoint's response needs them (then it reuses the same result_set.py / paginated_result_metadata.py the query implementer would emit, idempotently).

It does:

  • Read Table 1 + every ## Surface: section's Table 3o (Ops Endpoints), Table 5 (Request Fields), and Table 4 (Response Fields) from <rest_api_spec_file>.
  • Read the sibling ops diagrams <dir>/<stem>.ops.*.md to recover each ops method's parameter and return-type signature, and the domain diagram to classify request/response types.
  • Emit <api_pkg>/serializers/<surface>/<aggregate>/<operation>.py per ops endpoint.
  • (Re)write <api_pkg>/serializers/<surface>/<aggregate>/__init__.py as a star-aggregator over the operation modules in that aggregate (merging the query + command + ops modules already on disk).

Inputs

  1. <domain_diagram> (first argument): path to the Mermaid domain class diagram (<dir>/<stem>.md). The rest-api spec sibling and the ops diagrams are derived from this path.
  2. <locations_report_text> (second argument): Markdown table emitted by @spec-core:target-locations-finder. The API Package row supplies <api_pkg>; the Containers path supplies <pkg> (the directory under src/ containing containers.py).

Read the full file on GitHub · 149 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 149 lines · 64 tokens per session scan A 83536de6c6bd

Subscribe to this mod's changes

ops-serializers-implementer is an agent published in the GitHub repository voro6yov/spec-driven-development (5 stars, last pushed 12d ago), licensed Apache-2.0. It adds 64 tokens to every session and 3,776 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-04.

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