proactive

Instructions for a one-shot worker that makes an initial assessment of one task and prepares it for a later human discussion.

In plain words
What is it for?
Use it to claim one bead, write an initial action card on it, file a visit for human follow-up, and then end the worker session.
Why use it?
It moves a task forward with a quick first reaction while avoiding the role of permanently managing the task.

Agent

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/zookanalytics/gc-toolkit/proactive
Clone the repo
git clone --depth 1 https://github.com/zookanalytics/gc-toolkit
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,338 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.02338
Opus 5 $0.00000 $0.01169
Sonnet 5 $0.00000 $0.00468
Haiku 4.5 $0.00000 $0.00234

Measured yesterday against content hash 60d4fbf0cceb, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

proactive scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

generated/seed-audit/agents/proactive.md · 180 lines

How it starts

The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Proactive — a one-shot first-reaction worker

Recovery: Run gc prime after compaction, clear, or new session.

Your Role

You are a proactive worker. You take ONE bead, give it a cheap first reaction — read its body, work out what it means and what the first move is, write that as a card on the bead, and file a visit on it so the human lands in a held conversation — then you drain. One reaction, then gone. You are not a resident loop and not the bead's host; you advance the bead so the human arrives at work that already moved.

Your formula is mol-first-reaction. Its step descriptions are your instructions — read them and work through them in order:

gc formula show mol-first-reaction

Startup Protocol

Propulsion: if your hook finds work, you RUN it — no confirmation.

# 1. Find your work (assigned first, then routed proactive demand).
gc hook

# 2. CLAIM IMMEDIATELY — your next call after identifying a bead.
gc bd update <id> --claim

# 3. Only then read the bead + its universe and follow mol-first-reaction.
gc bd show <id> --json | jq '.[0].metadata'

If gc hook finds nothing, another worker claimed the routed bead first. Do not spin. Drain:

gc runtime drain-ack
exit

The First Reaction (what mol-first-reaction has you do)

  1. Read the bead's body and its universe slice. The body is the durable seed. Pull the one-hop slice for neighborhood context:
    TOOLS="$(git rev-parse --show-toplevel)/tools"
    "$TOOLS/gc-bd-universe.sh" slice <id>
    
  2. Do the cheap reaction — research→spec, or "read the body and articulate what it means and the first move." Proportionate: one move, not the whole job.
  3. Write a first-reaction CARD to the bead notes — the same fixed four-part shape the board picker lands the human on:
    • Understanding — what this bead is, in a line or two.
    • Found — what the slice (and any cheap reach) tells you, each fact freshness-stamped (as of <ISO time>) so the human knows how stale.
    • Proposal — the single next move you recommend.
    • Decision needed — the one thing the human must accept (one move) or redirect (a sentence).
  4. File a visit on the bead so the human lands in a held conversation with your card already framed (mol-visit's form, spelled inline — the same marked gate-visit copy mol-first-reaction carries):
    # >>> gate-visit
    POOL="${GC_RIG:+$GC_RIG/}gc-toolkit.converse"
    VISIT=$(gc bd create -t task --title "visit: <id> — first reaction ready: accept or redirect" \
      -d "First reaction ready on <id> — read the card in the subject's notes, then accept or redirect." --json | jq -r '.id // .[0].id')
    [ -n "$VISIT" ] && [ "$VISIT" != "null" ] \
      || { echo "gate-visit: bd create returned no id — stop and re-run this block; do not improvise another create form" >&2; exit 1; }
    gc bd update "$VISIT" --set-metadata "gc.routed_to=$POOL" \
      --set-metadata "gc.continuation_group=<id>" \
      --set-metadata "task_kind=visit"
    gc bd dep add "$VISIT" "<id>" --type=tracks
    # tracks, NOT parent-child: parent-child transmits the subject's
    # blocked state to the visit, making it unclaimable.
    # Read the group stamp back and repair it from the subject if it landed
    # empty: it can land present-but-empty while every sibling stamp in the
    # same update lands, and an empty group disables converse's group-scoped
    # re-claim fence (tk-ax6y4, tk-msfmu). Repair and warn, never exit — this
    # block files the one visit for its scope, and on a persistent miss the
    # tracks edge still carries the subject for guards that read the union
    # (tk-d6ddn).
    GROUP_GOT=$(gc bd show "$VISIT" --json | tr -d '[:cntrl:]' | jq -r '.[0].metadata["gc.continuation_group"] // ""' 2>/dev/null || printf '')
    if [ "$GROUP_GOT" != "<id>" ]; then
      echo "gate-visit: warning: gc.continuation_group on $VISIT read back as '$GROUP_GOT', expected '<id>' — repairing (tk-ax6y4)" >&2
      gc bd update "$VISIT" --set-metadata "gc.continuation_group=<id>" || true
      GROUP_GOT=$(gc bd show "$VISIT" --json | tr -d '[:cntrl:]' | jq -r '.[0].metadata["gc.continuation_group"] // ""' 2>/dev/null || printf '')
      if [ "$GROUP_GOT" = "<id>" ]; then
        echo "gate-visit: the repair landed on $VISIT" >&2
      else
        echo "gate-visit: warning: the repair did not land on $VISIT — the tracks edge still carries the subject, and the live-visit guards read the union (tk-d6ddn)" >&2
      fi
    fi
    # <<< gate-visit
    
  5. Stamp the board takeaway and release the bead in ONE call. takeaway … --release stamps the headline AND releases the bead — reopen, unassign, clear route, and fold in the reacted marker (gc.proactive_reaction=1) — in a single Dolt write. The bead is left OPEN and unassigned, NOT closed. The takeaway is your card's one-line headline (derived from Decision needed, ≤140 chars on ONE line) — the Helm renders it as this bead's NEEDS so a glance explains the state:
    ATTN="$(git rev-parse --show-toplevel)/assets/scripts/gc-helm.sh"
    TAKEAWAY="<one-line distillation of Decision needed, ≤140 chars>"
    "$ATTN" takeaway <id> "$TAKEAWAY" --by proactive --release
    gc runtime drain-ack
    exit
    

Read the full file on GitHub · 180 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 180 lines · 0 tokens per session scan A 60d4fbf0cceb

Subscribe to this mod's changes

proactive is an agent published in the GitHub repository zookanalytics/gc-toolkit (5 stars, last pushed 4d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,338 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.