CCF Idea Optimizer
Family File Contract
Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root
ccfa-workfiles///
, with
source/
,
assets/
,
cache/
, and
build/
only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply
artifact-contracts.md
and reuse the same paths across skill transitions.
Collaboration Contract
Before specialist execution, read and apply
ccf-humanization
first, then
ccf-common
. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.
Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional
cooperation routes
; avoid unrelated stages and duplicate reports.
Invocation Controls
CCFA Handoff Mode: PARTIAL (Recommended).
Follow
metadata.ccf_skill_controls.handoff_question_mode
,
../ccf-common/references/handoff-modes.md
, and
../ccf-common/references/task-modes.md
. Complete requested idea development and necessary public-safe grounding under existing authorization. Do not load scoring, writing, or full experiment-design workflows unless their deliverables are requested or needed.
Core Rule
Turn a rough direction into a concrete problem, grounded gap, causal insight, mechanism, and falsifiable evidence plan. Distinguish source-backed observations from inferred opportunities. Do not invent prior work, results, reviewer sentiment, or novelty. Related work should clarify differentiation; an unsearched or crowded direction is uncertain, not automatically dead.
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1.1K
Repository
mikubaka88/ccfa-skills
GitHub Stars
2.7K
First Seen
Jun 5, 2026
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