Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.
The problem
Pull-request reviewers need an initial pass over security patterns, conventions and missing tests without giving up control over approval decisions.
Agent job
Inspect the diff and description and leave authorized review comments, keeping the default behavior comment-only.
Expected output
First-pass PR review comments identifying potential issues and missing evidence for human assessment.
Where this framing comes from
Core problem: Editorial purpose framing
Agent job: Editorial purpose framing
Expected output: Editorial purpose framing
Relevant job roles: Editorial purpose framing
Benefit type: Editorial purpose framing
Editorial framing and outcome limits
Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.
Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.
Case-specific decision guidance · untested
Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.
A pull request can contain a small visible change with consequences beyond its immediate lines, such as a modified public interface or an omitted regression case. An initial review is useful only if its comments distinguish concrete evidence from speculative concerns.
A first-pass comment packet could focus the human reviewer on specific questions and missing support. Maintainers could decide which observations merit posting without delegating approval, merge decisions or a security assessment to a superficial diff scan.
Why an agent / simpler alternative
Useful judgment
Connect changed code to repository conventions and ask targeted questions about behavior not demonstrated by the supplied evidence.
Simpler alternative
Use linters and static checks for enforceable formatting or mechanically detectable patterns.
Unsuitable when
The review is expected to certify security or replace a maintainer's understanding of the affected system.
Proposed inputs
Name
Pull-request excerpt
Owner
Maintainer
Minimum scope
Selected diff, description and relevant surrounding interfaces
Quality check
Record revision and identify omitted context.
Name
Review policy
Owner
Repository owner
Minimum scope
Conventions, comment permissions and human decision boundaries
Quality check
Separate suggestions from blocking review authority.
Access and setup — proposed or unknown
Proposed minimum
Read-only fictional diff excerpts and private comment drafts.
Compatibility unknowns
Unknown: current runtime, repository access, code-context retrieval and review API behavior.
External actions requiring approval
Repository-scoped comments and any blocking review; approval and merge remain human decisions.
Expected deliverable and review checks
Proposed artifact
Candidate review comments with line references, rationale, confidence and missing evidence.
Critical checks
Each comment identifies an actionable question or specific defect hypothesis.
Potential security findings are qualified and routed for expert assessment.
Missing output evidence
No new workflow run or output inspection was performed for this overlay; use the canonical source-outcome references.
Failure signals and proposed responses
Signal
A comment reports a bug based on code outside the supplied context.
Why it matters
The review may confidently allege a problem it cannot support.
Proposed response
Reframe it as a context request and state the missing evidence.
Signal
The diff revision changes after comments are prepared.
Why it matters
Line references and conclusions may no longer apply.
Proposed response
Mark the packet stale and compare it with the revised diff before posting.
Effort and cost — unknown
Setup work
Define comment scope and repository-specific review rules.
Ongoing review
Check evidence quality and discard resolved or stale comments.
Unknowns
Unknown: context limits, model costs and reviewer attention required.
First check — proposed, unexecuted
Status
proposed_unexecuted
Synthetic fixture
A fictional diff changes a public argument and omits surrounding validation; a later revision moves the affected lines.
Acceptance checks
Ask for missing validation context.
Flag stale references without approving, blocking or merging.
Stop conditions
Real code execution, public comments or repository review actions are required.
Limits
The proposed comment check is not a security audit or runtime test; comment-only scope remains separate from review authority.
Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Hermes AgentIndependent testing: No
Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.
Inspects diff and description for security patterns, repository conventions, scope changes, breaking interfaces and absent tests; leaves review comments.
Source outcome limits
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Evidence attribution caveat
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source approval description
Comment-only by default; requesting changes requires explicit configuration; never auto-merges or auto-approves.
Named tools
Hermes Agent; GitHub API; pull_request webhooks
Model or version
Recipe skill version 1.0.0; Hermes runtime/model unspecified
Publication date
Unknown
Source last checked
2026-10-14
Demonstrated in Canada
Unknown
Canadian availability
Unknown
Proposed Canadian adaptation
Apply the team's Canadian privacy requirements to code/context sharing; avoid secrets in comments.
Recommended approval boundaries
Authorize repository-scoped review comments; require human review for blocking decisions and security findings.
More examples of this task
Source-backed approaches using this or another agent. Not independently tested.
Hermes Agent
Prepare a structured first-pass pull-request review
The official recipe fetches recent pull-request diffs, checks them against review rules and persistent team conventions, and delivers findings through Telegram.
Official recipe · Publication date unknown · Independently tested: No
Output is a report; no automatic merge is described.
Evidence attribution caveat
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source outcome limits
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Recommended approval gates
A maintainer reviews findings and decides any public comment, change request or merge.
Canadian availability
Unknown
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Use owned repositories and minimal read access; include bilingual documentation conventions only when relevant.
OpenAI Codex
Assess a fixed patch's regression risk and review readiness
Bind an immutable patch to base/head and a content digest; trace changed behavior through callers, contracts and sensitive boundaries; inspect exact-head test protection and rollback paths; return an evidence-backed recommendation and validated risk-assessment JSON.
Official recipe · Publication date unknown · Independently tested: No
Codex Security plugin 0.1.32; source and exact-head CI inspection; SHA-256 patch identity; risk rubric; validate-patch-risk-assessment helper; managed artifact storage
Source approval description
The recipe is read-only with respect to the patch and checkout and forbids editing, applying to the selected checkout, pushing or merging. Any necessary execution uses a disposable workspace without credentials or network. An auto-merge-candidate label is advisory and never authorizes merging.
Evidence attribution caveat
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source outcome limits
This official recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Recommended approval gates
Approve repository scope and any exceptional code execution. Keep merge, deployment, sharing and persistent access changes under separate explicit approval.
Canadian availability
Unknown
Demonstrated in Canada
Unknown
Proposed Canadian adaptation
Proposed: review authorized Canadian-owned repositories; keep sensitive code and customer context within approved systems, and have the responsible reviewer apply local organizational release policy.