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SKILL.md

evolve

Agent skill fromSethGammon/Citadel

Research-driven multi-cycle improvement director. Forms causal hypotheses about why scores are low, validates them with scout agents before attacking, dispatches axis-parallel fleet attacks, extracts transferable patterns, and runs indefinitely within a budget envelope. Accumulates a persistent belief model and pattern library across sessions.

How to install evolve

install evolve
# install the Citadel pack with the skills CLI
npx skills add SethGammon/Citadel

# or add only this skill to Claude Code: copy the folder

skills/evolve/

# into

~/.claude/skills/evolve/ (all projects)

.claude/skills/evolve/ (one project)

skills/evolve/SKILL.md

MITFull file
1# /evolve — Improvement Director
2
3## Orientation
4
5**Use when:** You want sustained autonomous quality advancement — the director
6forms hypotheses, scouts before attacking, and builds a belief model that
7compounds across cycles. Runs until a natural ceiling, budget exhaustion, or you
8say stop.
9
10**Don't use when:** You want a single scored loop (`/improve`), a known axis
11attacked directly (`/improve --axis`), or a one-time audit (`/improve --score-only`).
12
13**Key difference from `/improve`:** `/improve` follows the rubric mechanically.
14`/evolve` asks *why* scores are where they are, validates those theories before
15spending fleet budget, and extracts cross-skill patterns that propagate to skills
16never directly attacked.
17
18## Invocation
19
20```
21/evolve {target} # run until ceiling, velocity drop, or budget
22/evolve {target} --n={N} # exactly N director cycles then stop
23/evolve {target} --budget=${X} # run until cumulative spend reaches $X
24/evolve {target} --continue # resume from saved director state
25/evolve {target} --status # show belief model, velocity, spend — no attack
26/evolve {target} --axis={name} # focus director on one axis (scout + attack only)
27```
28
29`target` maps to `.planning/rubrics/{target}.md`.
30If no rubric exists, run `/improve {target}` Phase 0 first — `/evolve` requires
31an approved rubric and will not auto-generate one.
32
33## Campaign Artifacts
34
35All findings are externalized incrementally — written after every phase, not
36…

Excerpt shown under the repository's MIT license.

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