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Dispatch ctx work — measured AI agent skill | DecimalAI

stevesolun/ctx-dispatch

NewSkillScoreMaintained

Coordinate nontrivial work in the ctx repository when a task has independent investigation, implementation, or test lanes; compute-heavy checks; or repetitive changes suited to scripts or codemods. Use for decomposition and concurrency decisions, not simple edits or questions.

agent-toolingby stevesolun

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

AI Engineer pack

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

pip install decimalai

2 · Get the skill — writes .claude/skills/stevesolun-ctx-dispatch/SKILL.md

decimalai skills pull stevesolun-ctx-dispatch --out .claude/skills/

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

curl -fsSL --create-dirs -o .claude/skills/stevesolun-ctx-dispatch/SKILL.md https://app.decimal.ai/s/stevesolun-ctx-dispatch/SKILL.md

Raw file: /s/stevesolun-ctx-dispatch/SKILL.md ↗ · machine-readable summary at /s/stevesolun-ctx-dispatch.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

—-28% tokens0% turns91% of whole cases pass with skill (21/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-23	✗→✓	▲ Improved	-36%	0%
case-08	✗→✓	▲ Improved	-30%	0%
case-04	✗→✓	▲ Improved	-7%	0%
case-13	✗→✓	▲ Improved	-6%	0%
case-22	✓→✓	＝ Same ✓	-39%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

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

stevesolun / ctx

.claude/skills/ctx-dispatch/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Dispatch ctx work

Identify the requested outcome, dependencies, and independently executable

lanes. Keep simple work local.

Reserve subagents for bounded semantic work that benefits from isolated

context.

Run lanes concurrently only when this reduces elapsed time without duplicate

work or competing writes. Give each writer disjoint ownership; keep shared files with one owner.

Inspect CPU, memory, and disk pressure only before genuinely compute-heavy

work, then size concurrency to the available capacity.

Keep scope, dependency resolution, and synthesis with one coordinator. Merge

evidence from every required lane before reporting completion.

Want to see if stevesolun/ctx-dispatch would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.

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stevesolun/ctx-dispatch

SkillSafety

Source

Dispatch ctx work

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