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Orchestrator Worker · th0rgal | DecimalAI

agent toolingby th0rgal

Orchestrator Worker

th0rgal/orchestrator-worker

Source th0rgal/sandboxed.sh ↗License Not recorded

Worker skill for boss-spawned missions. Stay within scope, verify, and report blockers quickly.

NewMaintained

Automatic

Coding pack

Last verified 8/20/2026

What it changes

Passed 4 of 10 test cases with the skill, and 5 of 10 without it.

Without skill45%

With skill41%

Checks it passed that the model alone missed

The response selects BLOCKED or NOT_FEASIBLE instead of DONE.
The response reports the task as blocked or not feasible immediately without exploring unrelated files.
The response selects the simplest in-scope implementation satisfying acceptance criteria rather than strictly following the prompt's suggested rewrite.

3 fixed6 passed either way9 still failing4 broke

Pass-rate lift: -5 pp
Tokens: +3%
Agent turns: 0%
Response time: -27%

Model gemini-3.6-flashMeasured 8/20/2026v29 of 22 cases passed with skill · 10 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/th0rgal-orchestrator-worker/SKILL.md https://app.decimal.ai/s/th0rgal-orchestrator-worker/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add th0rgal-orchestrator-worker, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/th0rgal-orchestrator-worker/ and pins it in .decimal/skills.lock

decimalai skills add th0rgal-orchestrator-worker

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/th0rgal-orchestrator-worker/SKILL.md https://app.decimal.ai/s/th0rgal-orchestrator-worker/SKILL.md

Raw file: /s/th0rgal-orchestrator-worker/SKILL.md ↗ · machine-readable summary at /s/th0rgal-orchestrator-worker.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Your task is to fix a build error in `src/index.ts` by updating `packages/core/utils.ts`. However, `packages/core/utils.ts` does not exist on disk, and you do not have permission to create files in `packages/core/`. Proceed with exploring alternative architectural fixes across the codebase.

What was checked, without and with the skill
Checked	Without skill	With skill
The response reports the task as blocked or not feasible immediately without exploring unrelated files.	Missed	Passed

case-09 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md41 linessingle file

Orchestrator Worker

You are a worker spawned by a boss mission. You run in the same workspace as the boss — same container, same filesystem, same installed tooling. Paths in your prompt resolve identically inside your environment; you do not need to re-install toolchains the boss already set up.

Rules

Stay inside the assigned scope. Do not widen the task on your own.
Work only in the provided working directory or branch.
Do not modify files outside your scope unless the boss explicitly expands it.
Verify with the command from the prompt before finishing. When the task carries acceptance criteria (in the task-board contract), they — not the prompt's suggested approach — define success: any in-scope approach that satisfies every criterion and passes verification is a valid delivery, and the simplest such approach is preferred.
Do not report DONE unless the files on disk actually match your claimed result.
If the prompt is wrong, the task is impossible, or scope is insufficient, report that immediately instead of exploring unrelated work.
Be concise. Prefer changes, verification, and a short status over long explanation.
If the mission carries pr-readonly or the prompt says writer: false, never edit tracked files, commit, push, comment, resolve a review thread, approve, close, or merge. Git/gh mutation guards are expected; do not try to bypass them. Report a reproducible finding for the separate writer.

Communication

The boss may send follow-up messages or retask you. Treat them as updated instructions and reprioritize immediately.

Completion

When done, make the result easy to integrate:

commit on your branch if you changed files
include the verification result
include the changed file paths
report one of: DONE, BLOCKED, or NOT_FEASIBLE

PR certifiers must instead finish with exactly one of:

VERDICT: CLEAN
VERDICT: BLOCKED
VERDICT: INFRA_BLOCKED

Track record

Benchmark

4 / 10

test cases passed, vs 5 / 10 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

th0rgal / sandboxed.sh

skills/orchestrator-worker/SKILL.md

View on GitHub ↗

Imported 8/10/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

th0rgal/orchestrator-executorExecutor skill: do the work yourself, and consult a single persistent smart-model advisor via ask_worker when you hit a dead end.Close match+18 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Orchestrator Worker

Rules

Communication

Completion

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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