القائمة
Plan execution path, produce executable plan, dispatch subagents, collect and analyze results
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Strategy: Attack an isomorphism claim by demanding an explicit structure-preserving map and trying to break it. Targets any multi-language claim of the form 'X ≅ Y ≅ … across N mathematical languages'. Forces the claim to either earn the word 'isomorphism' or be demoted to 'analogy'. Methods: category theory (functor/natural-iso criteria), model theory, Lakatos monster-barring.
Strategy: Dialectic engine retuned for truth-seeking, not survival. A defender steelmans a claim into its MOST falsifiable form, a critic attacks to refute it, a judge classifies the exchange into BROKEN/CORROBORATED/UNFALSIFIABLE — the judge does NOT pick a winner or score persuasiveness. Methods: Irving debate (repurposed), Toulmin argumentation, Mayo severe testing.
Strategy: Run BEFORE building any validator (sandbox/simulation/benchmark). Builds a non-circularity matrix of theory-claim × validator-assumption to detect when a validator would 'confirm' a theory only because it was built on the theory's own premises. A circular validator's PASS carries zero evidential weight. Methods: Cartwright nomological machines, Winsberg sanctioning-of-simulations, tautology detection.
Strategy: Attack a beautiful unified result on the suspicion that its beauty is the bug. Distinguishes EARNED simplicity (forbids/predicts/subsumes) from DECORATIVE simplicity (re-describes/relabels/accommodates). Directly serves the Occam aesthetic by making it a falsifiable bar, not a vibe. Methods: Sober parsimony-as-evidence, MDL, Meehl risky prediction, accommodation-vs-prediction.
Campaign: Truth-seeking adversarial validation for scientific research artifacts (NOT publication defense). Core question: Where have we fooled ourselves, and is each load-bearing claim even falsifiable? Win-condition is INVERTED from survival/resilience to active refutation. Methods: Popper falsificationism, Lakatos Proofs and Refutations, Mayo severe testing, Platt strong inference.
Strategy: Attack the evidential weight of an 'independent convergence' claim. When N reasoning paths all reach the same conclusion, the confidence boost is real only if the paths were actually independent. Measures shared-prior / shared-blindspot contamination and corrects the over-counted confidence. Methods: Bayesian agreement-as-evidence, correlated-error analysis, jury theorem assumptions.
| name | implementation-planning |
| description | Plan execution path, produce executable plan, dispatch subagents, collect and analyze results |
| version | 1.0.0 |
| category | experiment-execution |
| type | campaign |
| strategies | ["critical-path-planning","prerequisite-planning","plan-writing","experiment-running","result-analysis"] |
| tactics | ["task-decomposition","subagent-execution-loop","checkpoint-and-recover","result-validation-loop"] |
| dependencies | {"strategies":["critical-path-planning","experiment-running","plan-writing","prerequisite-planning","result-analysis"],"tactics":["checkpoint-and-recover","result-validation-loop","subagent-execution-loop","task-decomposition"],"sops":["context-checkpoint","context-init","execution-synthesis","experiment-execution-paper-overview","experiment-execution-paper-research","experiment-execution-paper-search","experiment-execution-quality-gate-check","experiment-execution-saturation-detection","experiment-execution-web-research","experiment-execution-web-search","ponytail:ponytail","ponytail:ponytail-debt","ponytail:ponytail-review","superpowers:brainstorming","superpowers:executing-plans","superpowers:finishing-a-development-branch","superpowers:receiving-code-review","superpowers:requesting-code-review","superpowers:subagent-driven-development","superpowers:test-driven-development","superpowers:using-git-worktrees","superpowers:verification-before-completion","superpowers:writing-plans"]} |
Positioning: "How to do it + do it" — from validated experiment design to executed results.
Before entering this campaign, the following must be true:
If any gate fails, STOP and return to the appropriate upstream campaign.
Transform a validated experiment design into:
| Situation | Strategy | Key Question |
|---|---|---|
| Need shortest execution path | critical-path-planning | What is the shortest path? |
| Obstacles block direct execution | prerequisite-planning | What obstacles are in the way? |
| Ready to format executable plan | plan-writing | How to write it as an executable plan? |
| Plan ready, execute tasks | experiment-running | How to execute? |
| Results collected, need analysis | result-analysis | What do the results tell us? |
Typical flow: critical-path-planning → prerequisite-planning → plan-writing → experiment-running → result-analysis
| Phase | Max Budget | Checkpoint |
|---|---|---|
| Planning (strategies 1-3) | 20% of total | Plan document produced |
| Execution (strategy 4) | 60% of total | All tasks DONE or BLOCKED |
| Analysis (strategy 5) | 20% of total | Statistical report produced |
If any phase exceeds budget, STOP and report partial results.
Even if execution is partial, this campaign MUST produce:
本 campaign 的实现段（plan-writing → experiment-running → result-analysis）不自造，
而是直接 Skill load superpowers/ponytail 外部 skill 当 SOP。DARE 原生的排程
（CPM/PERT/TOC）与统计分析（bootstrap/ROPE/复现）夹在两端，是三明治：
排程层(DARE: CPM/PERT/TOC)
→ plan-writing: superpowers:brainstorming → superpowers:writing-plans
→ experiment-running: superpowers:using-git-worktrees
→ superpowers:executing-plans | superpowers:subagent-driven-development
→ superpowers:verification-before-completion
→ superpowers:finishing-a-development-branch
→ result-analysis(DARE: 统计 + 复现)
ponytail 三道 gate 贯穿执行段（硬接线进 dependencies，钉在前/后）：
| ponytail gate | 时机 |
|---|---|
| ponytail:ponytail | executing 之前载入（边写边精简） |
| ponytail:ponytail-review | code-review 之后载入（逐 diff 查过度工程） |
| ponytail:ponytail-debt | finishing 之前载入（收集欠债标记） |
舍弃（YAGNI）：ponytail:ponytail-audit（全库扫，错粒度）、ponytail:ponytail-help（速查卡）。
研究过程经 context-management 落盘，与最终报告分属不同文件：
implementation-planning，
建立本 campaign 的过程 context 文件。init 幂等——同 Phase 重入返回原文件。implementation-planning-report 文件落盘（见该 SOP）。Optional, no fixed order; the final leaf is always a sop.
| Strategy | When to use |
|---|---|
| critical-path-planning | Identify the shortest execution path via CPM forward/backward pass, resource leveling, and buffer insertion |
| experiment-running | Execute the plan by dispatching fresh subagents per task, monitoring status, and collecting results |
| plan-writing | Format critical path and prerequisites into bite-sized executable plan following superpowers:writing-plans conventions |
| prerequisite-planning | Identify obstacles blocking direct achievement and design intermediate objectives to overcome each |
| result-analysis | Statistically analyze collected results, verify reproducibility, and synthesize findings |
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| checkpoint-and-recover | Checkpoint state before risky operations, detect anomalies, and recover gracefully |
| result-validation-loop | Validate results through statistical testing, ROPE judgment, reproducibility re-runs, and final synthesis |
| subagent-execution-loop | Orchestrate task execution via fresh subagents with dispatch, monitoring, and result collection |
| task-decomposition | Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan |
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| context-checkpoint | Append research process and results to the current Phase's context file. Each append MUST contain >=500 lines of markdown covering both process and results. Use this skill at plan-designated checkpoint points — typically after each strategy completes or at key decision nodes within a research Phase. |
| context-init | Create a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed. |
| execution-synthesis | Synthesize complete execution report from all results, tests, and reproducibility data |
| experiment-execution-paper-overview | Import SOP: paper landscape scan (from literature-engine skill) |
| experiment-execution-paper-research | Import SOP: paper full-text reading (from literature-engine skill) |
| experiment-execution-paper-search | Import SOP: paper AI summary reading (from literature-engine skill) |
| experiment-execution-quality-gate-check | Shared SOP: verify quality gate criteria are met before proceeding |
| experiment-execution-saturation-detection | Shared SOP: detect information saturation — know when to stop searching/analyzing |
| experiment-execution-web-research | Import SOP: deep full-page content analysis (from web-browsing skill) |
| experiment-execution-web-search | Import SOP: quick web scan discovery (from web-browsing skill) |
| ponytail:ponytail | Lazy-senior reflex: simplest thing that holds; mark every deliberate shortcut |
| ponytail:ponytail-debt | Harvest ponytail debt markers before finishing |
| ponytail:ponytail-review | Audit the diff for over-engineering (delete/stdlib/native/yagni/shrink) |
| superpowers:brainstorming | Turn the experiment design into an implementation spec (clarify -> approaches -> spec -> self-review -> user gate) |
| superpowers:executing-plans | Execute the plan task-by-task in the current session with checkpoints |
| superpowers:finishing-a-development-branch | Verify tests -> merge / PR / branch cleanup |
| superpowers:receiving-code-review | Verify review feedback before applying; push back when wrong |
| superpowers:requesting-code-review | Dispatch a code-reviewer subagent after each task |
| superpowers:subagent-driven-development | Execute the plan via a fresh subagent per task with two-stage review |
| superpowers:test-driven-development | RED -> GREEN -> REFACTOR per task |
| superpowers:using-git-worktrees | Create an isolated worktree + run baseline tests before implementing |
| superpowers:verification-before-completion | Run the proving command and confirm output before claiming done |
| superpowers:writing-plans | Produce a bite-sized, TDD-structured implementation plan from the spec |