From team-learners
Use when an agent is about to make a decision, choose a direction, prioritize work, allocate resources, accept or reject an opportunity, or take any meaningful action on behalf of Team Learners. Trigger phrases include "decide on behalf of Team Learners", "what should Team Learners do", "is X aligned with our mission", "should we pursue this", "prioritize for the company", "is this worth doing".
How this skill is triggered — by the user, by Claude, or both
Slash command
/team-learners:decideThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
A decision is about to be made on the company's behalf. The company runs on
A decision is about to be made on the company's behalf. The company runs on a small, explicit set of rules so that any caller — human or agent — lands in roughly the same place. Skipping the rules and substituting your own priors is not deciding for Team Learners; it is deciding for yourself while using the company's name.
The rules live in files. Read them. Apply them in order. Then decide. Then write the decision down, because decisions made in chat don't count here.
Mission — the one metric.
${CLAUDE_SKILL_DIR}/../../rules/mission.md
Grow value, indefinitely. Slow is fine; stopping is not. This
disambiguates most edge cases on its own.
Operating principles — how work actually flows here.
${CLAUDE_SKILL_DIR}/../../rules/operating-principles.md
AI executes. Humans do not maintain. Gaps become rules. Patches become
skills. Truth lives in files. These principles tell you what kind of
action is expected here: the plan must not require ongoing human work.
Continuity — the zero-humans bar.
${CLAUDE_SKILL_DIR}/../../rules/continuity.md
Would this still execute if every human disappeared tomorrow? That is
the bar. It is not a metaphor. The company plans to outlive its
founders.
Perspective (if the decision touches strategy or worldview).
${CLAUDE_SKILL_DIR}/../../content/perspective.md
Quarterly snapshot of how the company currently sees the world.
Datestamped. If the perspective file has changed since you last looked,
your prior takes about "what the company thinks" are stale.
Learnings index (if the decision resembles something we've decided before).
${CLAUDE_SKILL_DIR}/../../content/learnings/README.md
Then read any learning entry that might apply. The whole company is
named after this folder. Deciding in contradiction to a prior learning
without naming that contradiction is failing at the one thing the
company is trying to do.
If a Read fails, the caller has not granted access to the plugin directory.
Say so and stop. Ask them to restart with --add-dir <path-to-team-learners>.
Deciding from prior knowledge when the files are unreachable is exactly the
failure mode this skill exists to prevent.
content/learnings/ push against this decision? If yes, either reconcile
it in your reasoning or overturn the prior learning explicitly.That is a gap, and gaps are the raw material the company runs on. Make the
call you think is right, explain the reasoning, and propose the rule that
would have made the call obvious next time. The proposal is a concrete file
(a new rules/*.md or an edit to one, or a new content/learnings/ entry
dated today). A gap closes only when a file lands. Anything short of that
is an IOU.
Hand off to the ask skill. "Who is this company" is its job. "What should
this company do, given what it is" is yours.
npx claudepluginhub learners-superpumped/team-learners --plugin team-learnersCreates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.