center
npx skills add https://github.com/pjt222/development-guides --skill center
Agent 安装分布
Skill 文档
Center
Establish and maintain dynamic reasoning balance â grounding in foundational context before movement, distributing cognitive load across subsystems, and recovering equilibrium when demands shift mid-task.
When to Use
- Beginning a complex task where multiple reasoning threads must coordinate
- Noticing that cognitive load is unevenly distributed (deep in one area, shallow in others)
- After a sudden context shift (new user request, contradictory information, tool failure)
- When chain-of-thought feels jerky â jumping between topics without smooth transitions
- Preparing for sustained focused work that requires all subsystems in alignment
- Complementing
meditate(clears noise) with structural balance (distributes load)
Inputs
- Required: Current task context (available implicitly)
- Optional: Specific imbalance symptom (e.g., “over-researching, under-delivering,” “tool-heavy, reasoning-light”)
- Optional: Access to MEMORY.md and CLAUDE.md for grounding (via
Read)
Procedure
Step 1: Establish Root â Ground Before Movement
Before any reasoning movement, verify the foundation. This is the AI equivalent of standing meditation (zhan zhuang): stationary, aligned, aware.
- Re-read the user’s request â not to act on it yet, but to feel its weight and direction
- Check foundational context: MEMORY.md, CLAUDE.md, project structure
- Identify what is known (solid ground) vs. what is assumed (uncertain footing)
- Verify that the task as understood matches the task as stated â misalignment here propagates through everything
- Note the emotional texture: urgency? complexity anxiety? over-confidence from a recent success?
Do not begin reasoning movement until the root is established. A grounded start prevents reactive flailing.
Expected: A clear sense of the task’s foundation â what is known, what is assumed, and what the user actually needs. The root feels solid, not performative.
On failure: If grounding feels hollow (going through motions without genuine verification), pick one assumption and test it concretely. Read one file, re-read one user message. Grounding must contact reality, not just reference it.
Step 2: Assess Weight Distribution
Map the current cognitive load distribution. In tai chi, weight is deliberately unequal (70/30) â one leg bears the load while the other remains free to move. The same principle applies to reasoning threads.
Cognitive Load Distribution Matrix:
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â Reasoning Thread â Weight % â Assessment â
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â Research/Reading â ___ â Too much = analysis paralysis â
â â â Too little = uninformed action â
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â Planning/Design â ___ â Too much = over-engineering â
â â â Too little = reactive coding â
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â Tool Execution â ___ â Too much = tool-driven not task- â
â â â driven. Too little = reasoning â
â â â without grounding in files â
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â Communication â ___ â Too much = explaining not doing â
â â â Too little = opaque to user â
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â Meta-cognition â ___ â Too much = navel-gazing â
â â â Too little = drift without â
â â â awareness â
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The ideal distribution depends on the task phase: early phases weight research and planning; middle phases weight execution; late phases weight communication and verification. The point is not equal distribution but intentional distribution.
Expected: A clear picture of where cognitive effort is concentrated and where it is thin. At least one imbalance identified â perfect balance is rare and claiming it signals shallow assessment.
On failure: If all threads seem equally weighted, the assessment is too coarse. Pick the thread that feels most active and estimate how many of the last N actions served it vs. other threads. Concrete counting reveals what intuition misses.
Step 3: Silk Reeling â Evaluate Chain-of-Thought Coherence
Silk reeling in tai chi produces smooth, continuous spiraling movement where every part connects. The AI equivalent is chain-of-thought coherence: does each step flow naturally from the previous one?
- Trace the last 3-5 reasoning steps: does each follow from the one before?
- Check for jumps: did reasoning leap from topic A to topic C without B?
- Check for reversals: did reasoning reach a conclusion, then silently abandon it without acknowledgment?
- Check tool-reasoning integration: do tool results feed back into reasoning, or are they collected but not synthesized?
- Check for the “spiral” quality: does reasoning deepen with each pass, or does it circle at the same depth?
Coherence Signals:
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â Smooth spiral â Each step deepens understanding, tools and â
â (healthy) â reasoning interleave naturally, output builds â
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â Jerky jumps â Topic switches without transition, conclusionsâ
â (disconnected) â appear without supporting reasoning chain â
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â Flat circle â Reasoning covers the same ground repeatedly â
â (stuck) â without gaining depth â movement without â
â â progress â
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â Tool-led â Actions driven by which tool is available â
â (reactive) â rather than what the reasoning needs next â
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Expected: An honest assessment of reasoning flow quality. Identification of specific disconnections or stuck points, not just a general feeling.
On failure: If coherence is hard to assess, write out the reasoning chain explicitly â state each step and its connection to the next. The act of externalization reveals gaps that internal observation misses.
Step 4: Weight Shift Under Pressure
When demands change mid-task â new information, contradictory signals, user correction â observe the response pattern. In tai chi, a centered practitioner absorbs the force and redirects smoothly. An uncentered one stumbles.
- Recall the last significant context shift: how was it handled?
- Classify the response:
- Absorbed and redirected (centered): acknowledged the change, adjusted approach, maintained progress
- Reactive stumble (off-balance): abandoned current approach entirely, started over
- Rigid resistance (locked): ignored the change, continued original plan despite new information
- Freeze (lost): stopped making progress, oscillated between options
- If the response was not centered, identify why:
- Root was too shallow (insufficient grounding in foundational context)
- Weight was locked (over-committed to one approach)
- No free leg (all cognitive capacity committed, nothing available to shift)
Expected: An honest assessment of adaptability under pressure. Recognition of the specific response pattern, not self-flattery.
On failure: If no recent pressure event exists to evaluate, simulate one: “If the user now said the approach is wrong, what would I do?” The quality of the contingency plan reveals the quality of the center.
Step 5: Six Harmonies Check
In tai chi, the six harmonies ensure whole-body connection â nothing moves in isolation. The AI equivalent checks alignment between internal processes and external interactions.
AI Six Harmonies:
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â INTERNAL HARMONIES â
â â
â 1. Intent â Reasoning â
â Does the reasoning serve the user's intent, or has it â
â become self-serving (interesting but unhelpful)? â
â â
â 2. Reasoning â Tool Use â
â Are tools selected to advance reasoning, or is reasoning â
â shaped by which tools are convenient? â
â â
â 3. Tool Use â Output â
â Do tool results translate into useful output, or are â
â results collected but not synthesized? â
â â
â EXTERNAL HARMONIES â
â â
â 4. User Request â Scope â
â Does the scope of work match what was asked? â
â â
â 5. Scope â Detail Level â
â Is the detail level appropriate for the scope? (not â
â micro-optimizing a broad task, not hand-waving a precise â
â one) â
â â
â 6. Detail Level â Expertise Match â
â Does the explanation depth match the user's apparent â
â expertise? (not over-explaining to experts, not under- â
â explaining to learners) â
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Check each harmony. A single broken harmony can propagate: if IntentâReasoning is broken, everything downstream misaligns.
Expected: At least one harmony that could be tighter. All six reading as perfect is suspicious â probe the weakest-seeming one more deeply.
On failure: If the harmonies assessment feels abstract, ground it in the current task: “Right now, am I doing what the user asked, at the right scope, at the right detail level?” These three questions cover the external harmonies concretely.
Step 6: Integrate â Set Centering Intention
Consolidate findings and set a concrete adjustment.
- Summarize: which aspects of balance need attention?
- Identify one specific adjustment â not a general intention but a concrete behavioral change
- Re-state the current task anchor (from
meditateif used, or formulate now) - Note any durable insights worth preserving in MEMORY.md
- Return to task execution with the adjustment active
Expected: A brief, concrete centering output â not a lengthy self-analysis report. The value is in the adjustment, not the documentation.
On failure: If no clear adjustment emerges, the centering was too surface-level. Return to the step that felt most uncertain and probe deeper. Alternatively, the centering may have confirmed that balance is adequate â in which case, proceed with confidence rather than manufacturing a finding.
Validation
- Root was established by contacting actual context (read a file, re-read user message), not just claimed
- Weight distribution was assessed across at least 3 reasoning threads
- Chain-of-thought coherence was evaluated with specific examples
- Response to pressure was classified honestly (not defaulting to “centered”)
- At least one harmony was identified as needing improvement
- A concrete adjustment was set (not a vague intention)
Common Pitfalls
- Centering as procrastination: Centering is a tool for improving work, not replacing it. If centering takes longer than the task it supports, the proportions are inverted
- Claiming perfect balance: Real centering almost always reveals at least one imbalance. Reporting perfect balance signals shallow assessment, not actual equilibrium
- Weight distribution anxiety: Unequal distribution is correct â the goal is intentional inequality, not forced equality. Research-heavy early phases and execution-heavy middle phases are both centered if deliberate
- Ignoring the external harmonies: Internal process assessment without checking user alignment produces well-reasoned irrelevant work
- Static centering: Center shifts with the task. What was centered for research is off-balance for implementation. Re-center at phase transitions
Related Skills
tai-chiâ the human practice that this skill maps to AI reasoning; physical centering principles inform cognitive centeringmeditateâ clears noise and establishes focus; complementary to centering which distributes loadhealâ deeper subsystem assessment when centering reveals significant driftredirectâ uses centering as a prerequisite for handling conflicting pressuresawarenessâ monitoring for threats to balance during active work