القائمة
Keep coordinator and leaf context lean-batch reads, cap logs, use execute_code to filter-so swarms stay fast and within token limits.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use at the start of non-trivial software tasks. Gather repo ground truth with batched reads and searches before planning or delegate_task.
Obey Plan 1A hook session phases so mutating tools, delegate_task sizing, and re-planning do not waste turns or trigger blocks.
Use when spawning delegate_task leaves for coding work. Pack self-contained goals and context so parallel Composer workers ship verifiable patches without coordinator chat history.
Require structured candidate-result JSON from swarm leaves so critique_candidates.py and synthesis run on evidence, not prose self-reports.
Enrich slim hook-injected delegate_tasks with touch map, failure excerpts, and verification commands so parallel leaves produce verifiable patches without coordinator chat history.
After failed candidates or a red ship gate, spawn a narrow focused delegate_task wave with failure evidence instead of re-running a full-width council.
| name | heavy-context-budget |
| description | Keep coordinator and leaf context lean-batch reads, cap logs, use execute_code to filter-so swarms stay fast and within token limits. |
| version | 0.1.0 |
| author | CodeGraphTheory |
| license | MIT |
| metadata | {"hermes":{"tags":["heavy-coder","performance","context","coordinator"],"related_skills":["heavy-explore-first","heavy-pre-dispatch-enrich","heavy-leaf-brief"]}} |
Heavy Coder optimizes swarm breadth (parallel leaves). Coordinator and leaf depth (megabyte pastes) destroys latency and blows injection caps (heavy_coder.max_injected_plan_chars). This skill is the token discipline for coordinators and for text placed in delegate_task context.
read_file output into chat or leaf contextread_file / search_files / read-only terminal in one turn when inputs do not depend on each other.| Material | Max in context/chat |
|---|---|
| Stack trace / test failure | ~80 lines or 4 KB |
| Full file body | Use offset/limit; cite path:line |
| Directory listings | search_files with limit |
| Candidate summaries at synthesis | Bullets: files, commands, exit codes |
Use execute_code when you need to:
leaf_toolsets: [terminal, file]-no web unless needed.Hooks use slim_delegate_context and compact chat injection. Coordinator enrich (heavy-pre-dispatch-enrich) adds high-signal bytes only-touch map, repro excerpt, evidence bar-not narrative repetition.
context contains a full-file dump unless that file is the entire task scope (<200 lines)path:line) instead of reproducing whole modules| Symptom | Fix |
|---|---|
| Injection truncated by hooks | Shorter enrich block; move detail to disk plan |
| Eight copies of same 2 KB task | Shared enrich block once per leaf |
| Coordinator summarizes without reading | Batch read touch map first |