Bring the Spotify Claude Code context-budget setup into AgentOps as one opt-in PreToolUse guard (skills/cc-hooks/hooks/read-budget-guard.sh, policy core.context:unbounded-read) with its opt-in installer, two Workflow-tool conveyors (bulk-read, code-write), two plugin subagents (bulk-reader, code-writer), their docs, regenerated projections, and three bats suites. Nothing ships wired by default; the skill menu is unchanged. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01H2bDH2j6XDPPcLQS84PdzN
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Agent workflow reference
AGENTS.md directs the agent to own the authorized outcome through finish. Zero AgentOps skills are required. Use the native agent and shell; the tracker, Git and runtime keep their existing authority.
- Use the existing intent. Plan only for missing intent or consequential uncertainty. A trivial change needs no Plan, Recall or Learn worksheet.
- Implement the smallest useful change, repair known defects directly, and revise an approach when evidence disproves its assumption within unchanged outcome and scope. Changing acceptance needs caller authority.
- Run cheap discriminating checks while editing, then required integration checks. Reserve capacity for finishing, final judgment and needed repairs.
- Obtain fresh author-distinct final judgment over the exact subject. Same-family
is default; cross-model is opt-in, with no fixed ten-minute cap. PASS requires
all acceptance and empty
not_checked; evidence gaps remain visible. - Repair known findings within real bounds and revalidate the changed subject. A genuine causal stall admits at most one bounded helper, never a chain. Report the outcome and evidence truthfully when complete or actually stopped.
Memory supplies on-demand recall and separately budgeted mining/curation over caller-selected reviewed external topic pages. BD owns work/status/handoffs, Git content, and native/CASS sources episodes. Learning can update, qualify or remove a rule; no-change is valid. Only later work establishes benefit. This lean route uses public or already-cleared inputs and claims no native restricted-source enforcement.
Specialists, anti-ceremony audits, factories and outer-goal guidance are optional. The RPI charter is an explicitly selected workflow; native goals and direct coding do not require it. A skill earns its context cost by resolving a task-specific need, not by occupying a phase in a sequence. No new scheduler, command or process ledger is needed. The grandfathered pure fixed-dispatch adapter is separately described in its own reference. Optional context-budget tooling (an opt-in read-budget hook plus bulk-read / code-write delegation) is described in context-budget delegation.
For exact intent snapshots, subject manifests, evidence storage, scope and
freshness, use RPI traversal and
Validate mechanics. New proof goes
to caller-selected protected external non-Git storage; missing routing does not
permit a workspace fallback. Legacy .agents/ evidence remains preserved.