boshu2/rpi
Run one bounded Plan, Implement, and fresh Validate experiment, then report and stop. Triggers: "run rpi", "feed this through the loop", "execute this plan", orchestration or worker delegation that implements changes.
npx skills add https://github.com/boshu2/agentops --skill rpi
Run one experiment from the caller's existing intent source through three
responsibilities and stop:
Plan -> Implement -> fresh Validate -> report
RPI preserves the original intent and dispatches each core phase at most once.
It does not own retries, budgets, queues, claims, leases, Git, delivery, release,
closure, or the caller's next decision.
The pure scripts/run_once.py reference behavior makes
the dispatch and stop semantics executable without Git, ao, or a tracker.
RPI activates for any request shaped as plan-execute-verify work —
orchestration, worker delegation, "execute this plan", or an explicit
Plan -> Implement -> Validate ask — whenever the goal includes changing the
subject. The caller does not have to name RPI. Research-, audit-, and
review-only delegation is not RPI admission: it produces evidence for a
caller, has no implementation candidate, and never earns a verdict.
Once the caller has accepted a plan — including a duel or design synthesis —
Plan is closed for that intent. Every subsequent lane must return
implementation evidence: diffs, commits, test results, or factual receipts.
Dispatching another planning, audit, or review lane over the same intent
requires new explicit caller authorization; a review comment is never that
authorization by itself.
source needs shaping; Plan updates the same source or proposes an amendment.
It creates no AgentOps packet. The runtime snapshots the exact resolved
source bytes under their digest, including when the conversation is the only
source, before dispatching Implement or a fresh Validate context. If usable
intent cannot be established, report NOT_PLANNED and stop.
experiment; the runtime derives subject identity and check receipts. If no
subject is built, report NOT_BUILT and stop.
the intent reference and digest, exact subject manifest, factual receipts,
validator identity, and freshness attestation.
verdict.v2 only when the caller requests machine-readable evidence or a
declared downstream consumer requires it. Stop regardless of PASS, FAIL,
or NOT_PROVEN.
NOT_PLANNED and NOT_BUILT are report statuses, never semantic verdicts.
A caller may revise the bead or caller intent and start a new invocation. RPI
never creates a parallel revision artifact or selects the next work itself.
RPI does not turn each component, gate failure, or specialist comment into a
new planning artifact. A terminal caller goal
may remain one bounded experiment across several source owners when they serve
one outcome and one acceptance boundary.
If control artifacts or fresh-validation cycles are multiplying faster than
implementation evidence, stop dispatching more lanes. Return to one
outcome-level intent and continue with targeted deterministic checks, reserving
the full integration check and fresh validation for the frozen subject. This
changes orchestration cost, never acceptance, exact identity, fail-closed
scope, or validation authority.
Before dispatching any lane, the orchestration declares its envelope: a budget
(maximum lanes per wave, maximum repair revisions per wave) and a checkpoint
rule — the second non-PASS outcome on one intent stops that lane and returns
to the caller instead of dispatching another attempt. The envelope includes a
spiral breaker: two consecutive control artifacts (plans, audits, reviews,
prompts, reports) produced with no new implementation evidence terminate the
run — report NOT_BUILT when no implementation subject exists yet;
when a subject already exists, stop and report its current status without
dispatching further lanes. Neither breaker dispatches a repair revision. An
orchestration without a declared envelope does not converge; it accretes
lanes. For example, a plan that keeps failing acceptance on the same criterion
might tempt three intent revisions in a row
(.agents/ao/intents/sha256/<rev1>... superseded by <rev2>... superseded by
<rev3>...) chasing a NOT_PROVEN then a second NOT_PROVEN
(.agents/ao/verdicts/sha256/<verdict1>..., <verdict2>...) — the declared
envelope's two-stop checkpoint ends the wave there instead of dispatching a
third attempt.
Delegate with minimal context: a lane receives the frozen intent reference and
the established facts it needs, never the orchestrator's full conversation
history. If a lane cannot proceed from the intent alone, the plan failed the
fresh-context test and should be repaired at the source, not padded with chat
transcript.
Lanes whose write scopes share a regen surface (the same generated outputs,
mirrors, or manifests) serialize; only lanes with disjoint source scopes and
disjoint regen surfaces may run in parallel.
NOT_PROVEN.
write_scope makes the verdict FAIL.explicit freshness attestation.
adapters are caller-selected. They do not alter phase order or core outcomes.
When a factory adapter is selected, work enters it through that factory's
coordinator (for Gas City, the Mayor — see
using-gc); RPI hands over intent and never dispatches
factory runs itself.
this invocation.
RPI has one required report surface and one optional representation:
language. This is the default assistant response.
rpi-report.v1 objectonly when the caller requests machine-readable evidence or a declared
adapter consumes it. The schema ships in a repo checkout at
schemas/rpi-report.v1.schema.json; the minimal required shape is:
{
"schema_version": "rpi-report.v1",
"status": "PASS",
"intent_ref": ".agents/ao/intents/sha256/<64-hex-digest>.intent",
"acceptance_digest": "<64-hex-char-sha256-or-null>",
"subject_manifest_digest": "<64-hex-char-sha256-or-null>",
"verdict_ref": "<verdict-location-or-null>",
"verdict_digest": "<64-hex-char-sha256-or-null>",
"checked": ["<criterion satisfied by evidence>"],
"not_checked": ["<criterion not covered>"]
}
status is one of PASS | FAIL | NOT_PROVEN | NOT_PLANNED | NOT_BUILT; the
three digest fields, when present, are 64-character lowercase hex SHA-256
strings; checked and not_checked are arrays of strings. All nine keys
are required (use null for an inapplicable ref or digest), and no
additional properties are allowed.
Lead the interactive response with the status and one sentence stating the
caller-visible outcome. Lead with the subject, not the process: production
paths changed, commits, test results, and acceptance criteria satisfied or
remaining. A rising artifact count over an unchanged subject is a stop
signal, not progress. Follow with only the strongest proof, any material
unchecked scope, and a clickable verdict reference when one exists. Name why
no subject exists for NOT_PLANNED or NOT_BUILT. Keep the response to one
short paragraph or at most four bullets.
When no machine artifact was requested, do not create a hidden one. Raw digests,
schema fields, and exhaustive check lists stay out of the interactive response
unless an integrity failure makes one necessary to explain the result.
Do not append a next action. The caller owns continuation.
Take boshu2/rpi from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.