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Explore / Issue-to-PR Workflow
Workflow TemplateL1high risk

Issue-to-PR Workflow

Convert a small issue into a branch plan, implementation checklist, patch, and review summary.

Directory
Curated baseline · 52

A curated public baseline; every entry carries a verification level and risk labels. 25 from the automated pipeline

~42
Recommended
Confidence: low
50
Benchmark
Confidence: low
Needs human reviewL1 · Seed profile normalized into AgentMaps schema.
Why
Recommendation 42, fits Coding, setup is easy.
Best for
Developers using Codex for coding workflows.
Not for
Production write access without sandboxing or human approval.
Boundary
Verified to L1; L2/L3/L4 not covered, so this is not full runtime proof.
Remaining risk
High-risk permissions require explicit user approval and sandboxing.
Next step
Review tokens, write access, and network scope in a sandbox before team adoption.
Review before adoption
This capability includes high-risk, token, write, shell, or auth-gated gaps. L4 means interface parsing, not production safety approval.

What it is good for

Convert a small issue into a branch plan, implementation checklist, patch, and review summary. AgentMaps treats this as a workflow template candidate and scores it with a capped benchmark score plus a separate recommendation score that includes trust, platform fit, setup preference, and risk preference.

Use cases

  • - Review code changes
  • - Inspect repository context
  • - Generate implementation notes
  • - Run repeatable task flows
  • - Coordinate tool calls

Best for

  • - Developers using Codex for coding workflows.
  • - Teams that want visible setup, verification, and risk evidence before adoption.

Not for

  • - Production write access without sandboxing or human approval.
  • - Users who need enterprise SSO controls.

Limitations

  • - Scenario-level L5-L7 benchmark testing is not part of the current MVP record.
AI-native runtime contractBounded workflow

Runtime pattern before adoption

AI may help filter, explain, and draft a trial plan, but must not perform write, shell, external side effects, or production publishing before review.

Visible states

  • Collect task context and platform constraints
  • Preview setup, source, and permission boundaries
  • Trial in a sandbox or low-permission environment
  • Wait for human review before continuing

User controls

  • Revise task/platform filters
  • Add to Compare
  • Open source for review
  • Cancel high-risk adoption
  • Submit pending/staging evidence

Approval gates

  • Local directory scope approval
  • Approval before writes or state mutation
  • Sandbox approval before shell execution

Failure recovery

  • When evidence is thin, compare alternatives before any automated adoption.

Trial acceptance

  • Can a user find a task-fit candidate within two minutes
  • Can the UI explain why it is recommended and where it does not fit
  • Can the user identify token, write, shell, network, or local file risk
  • Can the user separate L1/L2 evidence from full runtime proof
  • Does a failed trial have fallback or manual takeover

Verification evidence

The matrix shows passed, partial, skipped, and not-tested boundaries. It is not production adoption approval.

L1 Metadata

Source, docs, license, or package metadata exists.

passed
L2 Static audit

Static review assigns permission and risk boundaries.

skipped
L3 Install path

Install path can be checked, but not necessarily in your environment.

skipped
L4 Interface

Interface or entrypoint parsed; not a production safety approval.

skipped
  • Seed profile normalized into AgentMaps schema.
  • Source and documentation fields are present.
  • Static audit pending.
  • Install verification pending.
  • Interface parsing pending.
  • Benchmark score capped at 50 by L1 verification.

Trust profile

Heuristic estimate
Needs reviewstaticTrigger risk medium

Risk findings

  • - Repo Write Access
  • - Shell Access

Verified evidence

  • - Seed profile normalized into AgentMaps schema.
  • - Source and documentation fields are present.
  • - Static audit pending.
  • - Install verification pending.

Score breakdown

Safety39
Execution proxy62
Maintenance80
Setup83
Interface71
Standards68
Task fit82
Portability79

Why it scores well

  • - Clear task fit for the selected scenario.
  • - Ready for metadata review.
  • - Focused platform fit.

Watch outs

  • - Scenario testing is still pending.
  • - High-risk permissions need sandboxing.

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