openclaw - 💡(How to fix) Fix [Feature]: Clarify and harden OSOP / workflow-contract semantics for reusable specs [1 participants]

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openclaw/openclaw#59630Fetched 2026-04-08 02:42:15
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Clarify OSOP as a reusable workflow contract by formalizing data-model semantics, transition rules, idempotency primitives, and audit-grade approval/evidence.

Root Cause

I am opening this as an issue first rather than a PR because the biggest gaps are semantic, not cosmetic. If the direction makes sense, follow-up work could likely be split into:

RAW_BUFFERClick to expand / collapse

Summary

Clarify OSOP as a reusable workflow contract by formalizing data-model semantics, transition rules, idempotency primitives, and audit-grade approval/evidence.

Problem to solve

I have been exploring an OSOP-style workflow contract on top of OpenClaw for recurring workflows with side effects (for example: browser posting flows with verification and evidence requirements).

The current direction is promising, but a few semantic gaps will become production problems if OSOP is treated as a reusable public spec or future runner contract:

  • field addressing is ambiguous (for example: post.url, account.correct, browser.profile)
  • non-happy-path transitions are underspecified
  • non-idempotent steps can still be duplicated operationally
  • approval/evidence are not yet structured enough for reliable audit and incident review
  • security/capability annotations are descriptive, but not clearly enforceable

In practice, this can lead to inconsistent evaluator behavior, duplicate side effects, and weak post-incident traceability.

Proposed solution

Suggested direction:

  1. Normalize the data model
  • Pick one model explicitly: nested objects + formal path refs, or flat maps with literal-key semantics
  • Reject mixed styles in linting
  1. Define transition semantics
  • Specify behavior for on_success / on_failure / on_timeout / on_blocked / on_waiting_approval
  • Define what partial means when side effects already happened but verification is incomplete
  1. Add operational safety primitives
  • mutex_key
  • idempotency_key
  • dedupe_window
  • already_done_if
  1. Make approval/evidence audit-grade
  • typed approval object (approver, approved_at, scope, target steps)
  • typed evidence/artifact refs (screenshot, snapshot id, task id, session key, resolved external URL)
  1. Clarify runtime trust boundaries
  • distinguish model-asserted outputs vs runtime-verified outputs vs externally observed state
  • define how capability labels map to runtime/tool classes

Alternatives considered

Alternatives considered:

  • Keep OSOP purely as an internal design/SOP artifact and avoid treating it as a runner-facing contract
  • Rely on conventions and human review instead of formal semantics
  • Push execution safety concerns into each workflow implementation separately

These options are workable short-term, but they do not scale well once multiple workflows or implementations appear.

Impact

Affected: recurring workflows with side effects (posting, messaging, deletions, account writes, browser automation) Severity: medium to high once reused across workflows or implementations Frequency: every time a new workflow author needs to interpret data paths, transitions, or retry behavior Consequence: inconsistent runner behavior, duplicate external actions, incomplete logs, and weaker auditability after incidents

Evidence/examples

Concrete examples of ambiguous fields and semantics:

  • post.url
  • account.correct
  • browser.profile

Without a formal rule, these can be interpreted as either literal dotted keys or nested object paths.

I am opening this as an issue first rather than a PR because the biggest gaps are semantic, not cosmetic. If the direction makes sense, follow-up work could likely be split into:

  1. data model / refs
  2. execution semantics / state transitions
  3. operational safety / auditability

Additional information

Important constraint: if this evolves, it should stay backward-aware for any existing workflow-like docs/examples, but correctness should take priority over preserving ambiguous semantics.

extent analysis

TL;DR

Formalize OSOP workflow contract semantics to address ambiguities and ensure consistent behavior.

Guidance

  • Normalize the data model by choosing either nested objects with formal path references or flat maps with literal-key semantics to avoid mixed styles.
  • Define clear transition semantics for success, failure, timeout, blocked, and waiting approval states to prevent inconsistent evaluator behavior.
  • Introduce operational safety primitives such as mutex_key, idempotency_key, and dedupe_window to prevent duplicate side effects.
  • Develop typed approval and evidence objects to enhance audit-grade approval and incident review capabilities.
  • Clarify runtime trust boundaries by distinguishing between model-asserted outputs, runtime-verified outputs, and externally observed state.

Example

# Example of normalized data model using nested objects
workflow:
  post:
    url: "https://example.com"
    title: "Example Post"
  account:
    correct: true
    profile:
      name: "John Doe"
      email: "[email protected]"

Notes

The proposed solution requires careful consideration of backward compatibility with existing workflow-like documents and examples, prioritizing correctness over preserving ambiguous semantics.

Recommendation

Apply the proposed solution to formalize OSOP workflow contract semantics, as it addresses the identified gaps and ambiguities, ensuring consistent behavior and enhancing auditability.

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openclaw - 💡(How to fix) Fix [Feature]: Clarify and harden OSOP / workflow-contract semantics for reusable specs [1 participants]