agentii.implement

SkillProductivity

Execute research tasks — checklist soft gate, phase dispatch with explicit thesis_dir, budget enforcement (halt + approval card on overrun), skill_pin recording (version_hash content-hashed per skill directory), [x] written on completion.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the agentii.implement skill

What this skill tells your AI

The instructions your AI receives, as published by agentii-ai/agentii-investment-intelligence in plugins/vertical-plugins/scenarios/skills/agentii/implement/SKILL.md and read by ahel’s review.

Before dispatch

  1. Checklist soft gate (Q29): scan checklists/*.md; on unchecked items, stop and ask — the human may proceed (it is a soft gate, not a hard block).
  2. Budget check (Q58): budget{max_tasks, max_retries_per_task} — exceeding halts with a Q39 approval card; never a silent overrun. The dispatcher checks budget first, max_in_flight second (Q82).
  3. Resume matrix (Q56): absent → run; valid FR-090 → skip; corrupted → --resume; stale → leave for converge. The filesystem IS the checkpoint.
  4. thesis_dir passed explicitly (Q37) — no singleton pointer; cwd fallback is human-only and journaled.

During dispatch

  • Cross-vertical handoff passes artifact paths, never content (Q13 rule 3).
  • skill_pin: {skill_name: version_hash} recorded before the first task (version_hash = content hash of SKILL.md + references/); a version change mid-thesis uses the new version and appends the new hash (Q57).
  • [x] written on completion — display-only; converge never reads it.

Invocation

python3 scripts/dispatch.py --thesis-dir theses/001-ai-semiconductors --task "NVDA recent-quarter default" --journal theses/001-ai-semiconductors/shards/run1.ndjson

Gate 4 (before mass dispatch, consequential — never delegable) shows budget and parallelism; it must attach a budget estimate.

Signals

GitHub stars
204
Forks
16
Last commit
Sep 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
implement-agentii-ai
Source
github.com/agentii-ai/agentii-investment-intelligence