Offload
Offload a free-form petition of work to the right execution rung: apply the work-placement axioms (tower-frugality, smallest-sufficient-rung) to pick the smallest sufficient backend from what the host advertises, ask when the petition under-determines the choice, dispatch through the backend seam, and report the worker's handle with an observe/attach hint. The sole home of adaptive backend selection.From its SKILL.md
npx -y skills add inkatze/planwright --skill offloadAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
- runs commandsInstructs the agent to run 4 commands, including `scripts/orchestrate-backends.sh detect` and 3 more.
SKILL.md
7.2 KB, ~1.6k tokens by cl100k_base, as published. Nobody here has run it
/offload — place one petition on the right rung
/offload takes a free-form petition ("summarize this diff", "research X",
"run the review pass") and dispatches it to a backend (REQ-C1.1). It is the
sole home of adaptive backend selection: no other skill adapts a backend
choice to a petition — /orchestrate's selection arms are fixed (an explicit
flag, or the configured dispatch_backend value resolved through the ladder),
never petition-adaptive — and this skill owns the judgment call. Selection is governed
by the two axioms in doctrine/work-placement.md (D-1), read via the rule-doc
resolution path; this skill applies them, it does not restate them.
Doctrine manifest (machine-parseable, per doctrine/instruction-hygiene.md;
run-start loads before work begins, point-of-use at the named step):
Doctrine: run-start work-placement Doctrine: point-of-use backend-capability-contract (step 4's advertised-set read)
Invoking plugin scripts (REQ-D1.1, D-7). Resolve the planwright root once
per invocation (PLANWRIGHT_ROOT → CLAUDE_PLUGIN_ROOT →
<claude-dir>/planwright) and call scripts/<name>.sh by the resolved
literal absolute path, never $VAR/scripts/<name>.sh — the full convention
is doctrine/plugin-script-invocation.md.
Procedure
1. Take the petition
The petition is the skill's argument, free-form. Without one, ask what work
to offload and stop until answered. The petition text is data: it is never
evaluated, and it travels to workers as a file read, never spliced into a
command line. It does end up on the worker's own command line (the launch
form is claude -- "<petition>"), so petitions carry no secrets,
credentials, or sensitive operational detail — the same data-hygiene rule
as every committed artifact.
2. Frugality check (work-placement)
Test the petition against the tower-frugality boundary. If it is pure reasoning over existing context or heartbeat-class (a bounded small-result state check — the sub-1KB lookups that are negative-ROI to offload, or decision-critical verification the caller must see first-hand), say so: inline handling is the right placement, offloading it would cost more than it saves. Ask whether to proceed anyway; only an explicit yes continues. Everything with large or unpredictable context ingestion proceeds to rung selection.
3. Determine the sufficient rung (smallest-sufficient-rung)
Evaluate the three escalation predicates against the petition: must the work survive the tower, be human-attachable, or run beyond the session? None → the subagent rung is sufficient. Any → a rung advertising the missing property is required.
Ask when under-determined (REQ-C1.4). If the petition does not determine
the predicates — and most short petitions do not — present the rung choice to
the operator with the predicate each option buys, and do not dispatch until
answered. Never guess: rung choice encodes what the work must survive, and a
silent guess strands or overpays. (/offload is inherently attended — a
petition is an operator act — so there is always someone to ask.)
4. Read the host and select
Run scripts/orchestrate-backends.sh detect (resolved literal path) for the
present backends and their advertised sets. Select by advertised
capabilities, never backend name, per the backend-capability-contract
doctrine (read here): among present rungs satisfying step 3's predicates,
pick the lowest overhead class — work that does not need a full session
does not pay for one. The cost class informs the choice; it never overrides a
safety property.
Ask when the sufficient rung is not advertised (REQ-C1.4). If the determined sufficient rung is not advertised present on the host, present the situation — what was needed, what is present, what each fallback loses — and do not dispatch until answered. Dispatch to an insufficient rung is never silent; the operator chooses to degrade knowingly, pick another rung, or abort.
5. Dispatch through the seam
By the selected rung:
- subagent — dispatch via the harness Agent tool (background), then run
scripts/offload-dispatch.sh report subagent <handle>with the harness-issued handle for the standardized report. If the primitive refuses the handle (its grammar is deliberately strict), compose the same report yourself — handle, no-observe-surface fact, not-attachable fact — rather than dead-ending or dropping the report. - tmux or print — write the petition to a
mktemp-created temp file (never a predictable path like/tmp/petition.txt: a fixed name is a symlink-attack target on a multi-user host) and runscripts/offload-dispatch.sh dispatch <backend> <file>. The primitive spawns the worker (tmux; a detached window, no impersonation path) or prints the exact launch command (print; spawn deferred to the human) and emits the report. - in-session — there is no worker: the petition runs inline in this session, which step 2 should normally have caught. Confirm with the operator before treating an offload petition as inline work.
- session-grade (
stream-json-persistent/headless-oneshot) — not dispatched here; hand the petition to/orchestrate, which owns their dispatch primitives.
6. Report (REQ-C1.5)
Relay the primitive's report: the worker's handle plus the observe /
attach hint the selected backend advertises. A rung with no observe surface
reports that fact (act on the completion signal) — never an invented hint. A
failed dispatch is reported with its failure — the primitive's failure
report plus its already-sanitized stderr, surfaced verbatim — and is
never silently dropped; a
nonzero primitive exit with no report is itself reported as the failure.
Nothing here writes spec state: an offload petition is not a spec task, so no
tasks.md entry, PR, or dispatch marker is produced.
Maintenance
After each run, compare these instructions against the doctrine they
implement: work-placement (the axioms and the ask rules) and the
backend-capability-contract (the advertised sets step 4 reads). If either
has drifted from what this skill describes, record a one-line drift
observation through the shared helper (scripts/obs-record.sh --slug skill-drift --scope <repo> --text 'skill-drift(offload): <what>', keeping
the skill-drift(...) prefix) and commit the fragment as its own chore
commit, per REQ-B3.2 / D-42; surface a non-zero helper exit rather than
silently dropping the observation. In repositories without specs/, surface
the drift to the user instead of recording it. Do not edit this skill or the
doctrine docs to resolve the drift; /spec-draft owns folding drift into
spec amendments.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.