Files
magnus919_agent-skills/agent-production-operations/manifest.yaml
Magnus Hedemarkandfactory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com> a315b77bd8 feat(flatten): rewrite moved-file paths for flat layout
Re-point relative references inside the six non-tailscale/workflow-architect
bundle dirs now that they live one level shallower at the repo root:
- bundle-root SKILL.md/manifest.yaml/README.md: ../../<target> -> ../<target>,
  cross-bundle ../../bundles/<x> -> ../<x>
- forward-deployed-engineering references/: ../../../<target> -> ../../<target>
- product-lifecycle references cross-bundle ../../bundles/neckbeard -> ../../neckbeard
- product-lifecycle references/discovery-brief.md prose headings drop bundles/ prefix
- neckbeard eval shell commands bundles/neckbeard/eval -> neckbeard/eval
- production-excellence AGENTS.md depth note updated
- manifest header comments point at ../schemas/bundle-manifest-v1.schema.json
- regenerate docs/lifecycle-capability-matrix.{md,json}

Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
2026-08-14 15:59:56 -04:00

172 lines
6.7 KiB
YAML

# Bundle manifest (bundle-manifest-v1) — see ../schemas/bundle-manifest-v1.schema.json
# and docs/bundle-manifest-design.md. Paths are relative to this bundle dir.
schema_version: 1
bundle_name: agent-production-operations
purpose: >-
Operate an evaluated agent with tools and authority in production through a
runtime control plane covering versioning, staged rollout, fallback, cost
and latency budgets, tool health, human escalation, disablement, and
trace-to-eval feedback.
audience: >-
Agent operators and platform teams running evaluated agents with tools and
delegated authority in production; agents that need the runtime control
decisions between evaluation, release, SRE, security, and platform
specialists.
stages:
- name: Contract definition
skills:
- ../agent-evals-and-observability/SKILL.md
- ../production-readiness/SKILL.md
- ../incident-learning/SKILL.md
- name: Versioning and rollout planning
skills:
- ../release-engineering/SKILL.md
- ../platform-engineering/SKILL.md
- name: Staged rollout
skills:
- ../platform-engineering/SKILL.md
- ../site-reliability-engineering/SKILL.md
- name: Runtime monitoring
skills:
- ../site-reliability-engineering/SKILL.md
- ../secure-software-engineering/SKILL.md
- name: Trace-to-eval feedback
skills:
- ../agent-evals-and-observability/SKILL.md
- name: Learning and disablement
skills:
- ../incident-learning/SKILL.md
- ../production-readiness/SKILL.md
- ../privacy-engineering/SKILL.md
included_skills:
- ../agent-evals-and-observability/SKILL.md
- ../release-engineering/SKILL.md
- ../site-reliability-engineering/SKILL.md
- ../secure-software-engineering/SKILL.md
- ../platform-engineering/SKILL.md
- ../production-readiness/SKILL.md
- ../incident-learning/SKILL.md
- ../privacy-engineering/SKILL.md
prerequisites:
- artifact: Agent evaluation results and observability instrumentation
skill: ../agent-evals-and-observability/SKILL.md
- artifact: Production-readiness evidence (go/no-go/defer/exception outcomes)
skill: ../production-readiness/SKILL.md
- artifact: Incident-learning records (verified closure, follow-up work map)
skill: ../incident-learning/SKILL.md
- artifact: Release pipeline and artifact promotion baseline
skill: ../release-engineering/SKILL.md
outputs:
- agent-production-contract
- runtime-control-plan
- staged-rollout-plan
- tool-authority-health-record
- trace-to-eval-feedback-loop
- disablement-record
handoffs:
- to: release-engineering
artifact: staged-rollout-plan
note: >-
Rollout stages and promotion gates integrate with the release pipeline;
rollback triggers tie agent health to release mechanics.
- to: agent-evals-and-observability
artifact: trace-to-eval-feedback-loop
note: >-
Production traces and incidents feed new evaluation cases and
release-gate updates.
- to: incident-learning
artifact: tool-authority-health-record
note: >-
Tool-failure and authority-breach records feed post-incident analysis
and verified-closure tracking.
- to: human operator
artifact: disablement-record
note: >-
Disablement revokes credentials, removes the agent from
routing/load-balancing, and records the reason, timestamp, and
authorizing evidence.
conflicts:
- skill: ../production-readiness/SKILL.md
with: production-excellence
guidance: >-
Both bundles include production-readiness. This bundle consumes
readiness outcomes as authority-gating inputs; production-excellence
produces the go/no-go/defer/exception decisions.
- skill: ../production-readiness/SKILL.md
with: product-lifecycle
guidance: >-
Both bundles include production-readiness. Route phase 6 delivery
readiness reviews to product-lifecycle; runtime authority decisions for
an agent in production go to this bundle.
- skill: ../release-engineering/SKILL.md
with: production-excellence
guidance: >-
Release engineering is shared. Route by context: agent staged-rollout
planning (this bundle) versus launch-gate release plans
(production-excellence).
- skill: ../release-engineering/SKILL.md
with: product-lifecycle
guidance: >-
Release engineering is shared. Route by context: agent staged-rollout
planning (this bundle) versus lifecycle delivery handoff
(product-lifecycle).
- skill: ../site-reliability-engineering/SKILL.md
with: production-excellence
guidance: >-
SRE is shared. This bundle uses it for runtime latency/cost budgets and
incident handoff; production-excellence uses it for gate-entry
reliability evidence. Incident command stays with SRE in both cases.
- skill: ../site-reliability-engineering/SKILL.md
with: product-lifecycle
guidance: >-
SRE is shared. This bundle uses it for agent runtime budgets;
product-lifecycle routes to it for delivery reliability.
- skill: ../secure-software-engineering/SKILL.md
with: production-excellence
guidance: >-
Security engineering is shared. Route by context: agent authority
contracts and disablement security (this bundle) versus launch-gate
security evidence (production-excellence).
- skill: ../secure-software-engineering/SKILL.md
with: product-lifecycle
guidance: >-
Security engineering is shared. Route by context: agent trust-boundary
and disablement security (this bundle) versus lifecycle-phase security
needs (product-lifecycle).
- skill: ../platform-engineering/SKILL.md
with: production-excellence
guidance: >-
Platform engineering is shared. Route by context: agent sandboxing and
tool-execution isolation (this bundle) versus launch-gate platform
evidence (production-excellence).
- skill: ../platform-engineering/SKILL.md
with: product-lifecycle
guidance: >-
Platform engineering is shared. Route by context: agent sandboxing and
tool-execution isolation (this bundle) versus lifecycle delivery
handoff (product-lifecycle).
- skill: ../incident-learning/SKILL.md
with: production-excellence
guidance: >-
Both bundles consume incident-learning records. This bundle consumes
verified-closure records as escalation and disablement inputs;
production-excellence uses incident history as gate-entry evidence.
- skill: ../privacy-engineering/SKILL.md
with: product-lifecycle
guidance: >-
Privacy engineering is shared. This bundle routes to it for trace
scrubbing and user-data-access grants; product-lifecycle routes to it
for PII, consent, retention, and data flows in any phase.
eval_suite:
- evals/evals.json