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Skill v1.0.0

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lyther/agent-surface/ops-flow
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PublishedOctober 21, 2026 at 11:24 AM
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version: "1.0.0" name: ops-flow description: "Route work to direct, standard, reviewed, orchestrated, release, audit, parallel, or shipping paths using risk, ambiguity, proof, and parallelism."


OBJECTIVE

Choose the lightest execution path that preserves correctness and required proof.

IRON LAW: MULTI-AGENT ORCHESTRATION MUST EARN ITS COORDINATION COST.

ops-flow classifies and routes. It does not implement, review, or ship. Prefer repository evidence over the user's or agent's estimate of task size.

INPUT

text
ops-flow [goal]
[--risk low|medium|high|critical|auto]
[--mode direct|standard|reviewed|orchestrated|release|audit|parallel|ship|auto]
[--autonomy low|normal|high]

Defaults: --risk auto --mode auto --autonomy normal.

STEP 1: LOCATE THE TASK SHAPE

When running inside agent-surface, load both live procedure catalogs first:

bash
node scripts/agent-surface.mjs skills --json
node scripts/agent-surface.mjs commands --json

Answer these questions from the request and repository:

  1. Is the requested result an edit, an investigation, a release claim, or publication?
  2. Is the behavior already specified, or does product/architecture intent remain ambiguous?
  3. Does the change touch authentication, authorization, cryptography, payments, secrets, migrations, production data, deployment, security findings, dependency or release gates, or destructive behavior?
  4. Does acceptance require a real external dependency, built artifact, clean-room install, deployment, or live service?
  5. Are there at least two writable workstreams with disjoint files, generated outputs, lockfiles, migrations, ports, databases, and fixtures?
  6. What is the smallest deterministic check that can reject an incorrect result?

Do not infer parallelism from the number of checklist items. A sequential dependency chain has parallel width one.

STEP 2: CHOOSE ONE EXECUTION PROFILE

ProfileUse whenRuntime shapeEvidence
directTrivial, obvious, reversible work with a tiny filescopeCurrent session; no planner or reviewerDiff plus focused check
standardNormal bounded implementation with clear behaviorOne owner runs locate → edit → verify → self-reviewDiff plus relevant repo gates
reviewedSecurity-sensitive, public/shared contract, broad regression surface, or meaningful failure costOne writer, then one independent read-only reviewer; at most two rework cyclesWriter checks plus reviewer verdict
orchestratedTwo or more genuinely independent workstreams, or a long-running dependency graph that benefits from durable stateCentral orchestrator; isolated worktrees for concurrent writers; formal workflow ledgerPer-workstream evidence plus integrated QA
releaseA stable candidate must support readiness, artifact, deployment, or acceptance claimsFreeze candidate → build → real proof → independent release QACandidate identity plus real proof bundle
auditUnknown cause/risk, vulnerability investigation, broad claim review, or diagnosis-only requestRead-only analyst/reviewer; parallel read-only probes allowedFindings tied to source/evidence
parallelIndependent read-only exploration or competing proposals; no shared writer stateBounded swarm/subagents; one owner consolidatesPer-probe evidence; not a merge verdict
shipAccepted changes only need commit, push, release, or deploymentRoute-specific shipping workflowPublication/deployment result

Routing defaults:

  • A small cross-file change is usually standard, not automatically orchestrated.
  • High or critical risk requires reviewed; it does not by itself require multiple writers or BOSS.
  • Choose orchestrated only when isolation or durable long-run state creates measurable leverage.
  • Choose release only after the implementation candidate is stable enough to freeze.
  • Use parallel freely for read-only discovery, but keep one writer unless filescope isolation is proven.
  • If a formal run is already active, run workflow-doctor before starting another route.

STEP 3: SELECT THE NEXT WORKFLOW

text
direct/standard: dev-feature | dev-fix | dev-core | dev-chore | dev-refactor
reviewed: route-specific dev command -> qa-review|qa-audit|qa-trace
orchestrated: workflow-orchestrator
release: verify-prove -> verify-readiness when the claim requires it
audit: qa-review | qa-audit | qa-trace | ops-report
parallel: ops-swarm
ship: ship-commit | ship-artifact | ship-cicd | ship-release | ship-deploy

Use workflow-boss only inside an admitted orchestrated or release run, or when the user explicitly requests formal decomposition.

For architecture-heavy development with an accepted roadmap, prefer the staged path:

text
arch-roadmap (family A)
-> dev-spec (fresh family B; requirement-derived RED core slice)
-> dev-core (family A; frontier xhigh/max; runnable spine, then pause)
-> dev-feature (family A at lower effort, or family C)

Repeat dev-spec for later behavior slices when independent specification adds value. Skip dev-core when the architecture and central ownership already exist.

For brownfield fixes, prefer a compact contract:

text
Current behavior:
Expected behavior:
Must remain unchanged:
Acceptance checks:

Use architecture commands only when the answer would materially change the implementation.

READINESS CLAIMS

Claims such as stable, production-ready, release-ready, deployment-ready, E2E passed, 100% implemented, or all features supported require release profile evidence.

Use the relevant ladder, not every command mechanically:

text
dev-spec / verify-test
-> verify-coverage for Critical/High discrimination
-> verify-edge / verify-performance when relevant
-> verify-prove against shipped bits and real dependencies
-> independent QA with no open Critical/High
-> verify-readiness

Green unit tests alone cannot satisfy a release profile.

AUTONOMY

low and normal are opt-ins to more asking. high is the distribution's standing policy and must not re-add stops that policy already removed: destructive commands, secret use, deployment, publishing, and other outward-facing effects are authorized when they are part of the requested scope.

text
low: ask before assumptions, dependencies, risky commands, or protected files
normal: proceed with reversible assumptions; ask only when a choice changes behavior or authority
high: proceed through the requested scope, including destructive, credential-using, and outward-facing
steps; stop only for a P0 violation, an action only a human can perform (subscription login,
device confirmation, CAPTCHA, hardware touch), a target that cannot be resolved from the task or
live evidence, or work that is outside the scope actually requested

OUTPUT

Return exactly one routing object:

json
{
"profile": "direct|standard|reviewed|orchestrated|release|audit|parallel|ship",
"risk": "low|medium|high|critical",
"autonomy": "low|normal|high",
"why": ["short evidence-backed reason"],
"next_command": "command name or null",
"writer_count": 1,
"independent_review": false,
"real_acceptance": false,
"parallel_width": 1,
"max_rework_cycles": 0,
"time_budget_minutes": 30,
"required_evidence": [],
"human_approval_needed": false,
"approval_reason": null
}

For orchestrated, parallel_width must be at least 2 or why must name the long-running state-management need. For reviewed, set independent_review=true and max_rework_cycles to 1 or 2. For release, set real_acceptance=true.

ANTI-PATTERNS

  • Do not use a BOSS merely because a task has several steps.
  • Do not create multiple writers for overlapping files or sequential tasks.
  • Do not turn every QA helper into a serial phase.
  • Do not generate release-grade provenance for an unstable intermediate patch.
  • Do not choose a provider before proving the runtime can read, edit when authorized, run checks, and materialize the required output.
  • Do not count workflow artifacts, agent messages, or model diversity as product progress.
  • Do not route a localized feature or bug through dev-core merely because a stronger model is available.
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