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Goal-pursuit loop: measure, diagnose, experiment, verify, compare, and iterate against a measurable target. Triggers: evolve, optimize, make this better, push to target.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Raise the ceiling, don't climb toward it. When a target is nearly hit or a metric has plateaued, question the target itself: name the binding constraint, separate the physics floor from the assumed floor, design the regime change that makes 10x reachable, commit through the valley. Triggers: 'breakout', '10x this', 'raise the ceiling', 'why are we capped', 'think way bigger', 'this metric is a cage'.
Prove that a merged change is actually live and production behavior is measured against the deployed artifact. Use after merge, before claiming deployed/live/validated, for Cloudflare Pages/Workers deploys, cache claims, perf claims, and release closeout.
Diagnose and improve eval harnesses built on @tangle-network/agent-eval or similar trace-first systems. Use when success/failure rates, scorecard deltas, judge outputs, promotion gates, benchmark rows, or improvement campaigns may be contaminated by harness bugs, evaluator drift, routing/auth failures, missing traces, or invalid baselines.
Split one messy experiment branch into N clean, independent branches — one logical change each, built from the merge-base, disjoint change-sets, each an isolated reviewable PR. Triggers: 'finalize', 'split this branch', 'atomize this', 'make reviewable PRs', 'decompose this mess'.
Read repo/session state and choose the single next skill: exploit (evolve/polish), explore (pursue/meta-harness/breakout), bootstrap (eval-agent), diagnose (diagnose/eval-harness-diagnose), or step back (reflect). One dispatch, then exit.
Adopt @tangle-network/hub-sdk in any product that needs to talk to the Tangle hub (OAuth connections, tools/search/describe/invoke, capability tokens, policies). Use whenever a product imports @tangle-network/agent-integrations, maintains a local hub-client.ts, or hand-rolls fetch() to /v1/hub/*. Forces kill-and-replace, not additive code.
| name | evolve |
| description | Goal-pursuit loop: measure, diagnose, experiment, verify, compare, and iterate against a measurable target. Triggers: evolve, optimize, make this better, push to target. |
Use this when there is a measurable target and repeated changes can move it. Do not use it for vague quality polish, red CI, or one-off analysis.
.evolve/ state if present./hypothesize first and pull the top-ranked bet from its portfolio..evolve/.Use references/full-reference.md for statistical details, structured-hypothesis mode, and state schemas.
Use references/deterministic-loop.md for the tamper-proof measure.sh harness, auto-revert discipline, the ≥2× noise-floor keep-check, and the resumable playbook — the loop that makes evolve safe to run unattended for hours.
hypothesize when "what to try next" is no longer obvious — build a researched, ranked portfolio instead of guessing one lever.meta-harness or pursue after repeated measured plateaus.autopsy for surprising or null results.polish when the metric is fine but quality still needs fixed-rubric cleanup.