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Define the researcher and writer roles
Researcher: return evidence, not finished prose
Ask the researcher to gather relevant evidence, attach a source reference to each factual finding, distinguish verified information from uncertainty, and identify unresolved questions. Have it return structured data rather than a polished article. That makes the next step easier to validate and limits the writer’s temptation to fill gaps with unsupported details.
Writer: draft from the artifact
The writer should turn the validated findings into readable prose while preserving their source references and qualifications. Instruct it not to add factual claims that are absent from the artifact. If the evidence is incomplete, it should say so or leave the claim out rather than inventing an answer.
Keep the roles narrow. OpenAI’s orchestration guidance says, “Give each specialist a narrow job,” and recommends separating agents when their instructions, tools, or policies need to differ. OpenAI’s orchestration and handoffs guidance describes the ownership patterns conceptually; its SDK examples are in JavaScript and Python, not PHP.
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Choose who controls the next step
Use application code for a known sequence
When the workflow is always research followed by writing, make that order explicit in your PHP application: call the researcher, validate its output, and only then call the writer. Your application owns the sequence and can stop before drafting if required findings or references are missing.
Use a specialist tool when a manager owns the final response
In a manager-agent pattern, the manager calls a specialist for bounded work and retains responsibility for combining the result and producing the final response. That suits a workflow where research is one input among several and the manager needs to decide how to use it.
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Use a handoff when control should move
A handoff transfers control to another agent, which takes over the next branch. Choose it when the next step depends on the task or findings and the specialist should own what happens next, rather than simply returning research to a manager.
These approaches can be combined: OpenAI’s guidance states, “You can mix and match these patterns.” For a fixed researcher → writer pipeline, however, code-owned sequencing is the most direct fit; it is an architectural recommendation, not a claim that this pattern is always better.
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Define and validate the researcher’s output
There is no required SDK schema for this handoff. A practical application-level artifact could contain:
- Task: the research question and its scope.
- Findings: concise factual statements, each linked to one or more source identifiers.
- Sources: identifiers paired with URLs and any useful source details.
- Unresolved questions: gaps, conflicting evidence, and facts that could not be established.
- Writing brief: the intended audience, emphasis, and constraints for the writer.
Before sending the artifact onward, check that required fields are present, findings have source identifiers, and source references resolve to actual URLs. Reject or repair malformed output within a capped retry policy; do not let missing references silently become asserted facts.
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Evaluate PHP orchestration projects
Several PHP-specific projects document relevant orchestration concepts. Their feature descriptions are starting points for evaluation, not a verified compatibility or maintenance comparison. Check the selected project’s current installation, release, and license documentation before adopting it; the sources here do not establish current package versions or PHP runtime compatibility.
| Project | Documented capabilities | What to verify |
|---|---|---|
| Neuron | Its documentation describes a PHP framework for agentic applications and covers workflows, multi-agent orchestration, checkpointing, human review, streaming, MCP, and async execution. | Current version, PHP compatibility, and the status of each feature in the release you plan to use. |
| swisnl/agents-sdk | The repository describes specialists, handoffs, tools, streaming, observers and traces, serialized conversations, and MCP. | Current release cadence, license compatibility, and supported PHP versions. |
| claude-php-agent | The repository describes tool orchestration, hierarchical agents, memory, loop strategies, and sequential, parallel, or conditional chains. | Current documentation, release status, PHP compatibility, and whether the described features fit your workflow. |
Choose based on your needs rather than feature-list length. Compare fixed versus dynamic routing, checkpoint and state support, review or interruption behavior, observability, provider and API flexibility, and current PHP compatibility. The available project descriptions do not establish a head-to-head performance result.
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Add operational guardrails
- Validate the researcher’s output before the writer receives it.
- Require source identifiers for factual claims and preserve uncertainty through drafting.
- Set a retry limit and a clear failure path for malformed or incomplete results.
- Log agent inputs and outputs for debugging, while redacting credentials and other secrets.
- Require human review before publication, especially where unsupported claims or source interpretation could cause harm.
These are application-design recommendations; the cited project descriptions do not establish that any framework enforces them by default.
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