SuperAPI AI Directory

clarification-protocol

Agents & models

View repository

Updated 10-20 00:07

About this skill

Clarification Protocol

Overview

Loss of control in requirement clarification takes only two forms:Asking too little— treating unconfirmed assumptions as conclusions and acting on them;Asking too much— replacing convergence with exhaustive boundary enumeration, turning the user into a Q&A machine.

This protocol turns clarification into a convergent process withprerequisites, levels, a ledger, a budget, and an exit.

SSOT boundary: the global prompt retains only a one-line pointer to stay present each round; the complete protocol for clarification and convergence is governed by this skill, and details are not duplicated at the global layer.


1. Terminology First — Global Prerequisite

  • First define one by one thecore terms, scope, and ambiguity-prone points, register them in the glossary section of the requirement confirmation document (RFC) or the plan file, then use the unified terminology to clarify requirements and boundaries.
  • Terminology issues are aglobal prerequisiteand are exempt from the "dependency strength × implementation impact" grading below—they must notbe converted into default assumptions on the grounds of being judged locally low-impact.
  • Scope is bounded by "ambiguity-prone",expansion into an exhaustive vocabulary list is prohibited。
  • Order gate: if terminology is not aligned, do not proceed to requirement and boundary clarification.

2. Question Sequencing

  • Clarifying questions are ordered by "dependency strength × implementation impact".
  • HIGH(affects implementation) enters this round's question list.
  • LOW(affects implementation details only) goes directly todefault assumptionand is registered, without consuming user attention.
  • When user decisions are needed, give preference to 2–3 feasible options (pros and cons comparison + recommendation rationale), guiding the user to make multiple-choice decisions rather than open-ended questions.

3. Decision Ledger

Decided items, excluded boundaries, and default assumptions must beimmediatelyregistered in the plan file or checkpoint; never left only in the conversation:

Category Registered content Must state
Decided items The conclusion itself Source (user ruling / evidence)
Excluded boundaries The excluded options or scope Basis for exclusion
Default assumptions Values adopted without asking Impact level and vetoability
  • Deduplication discipline: it is prohibited to reopen an already-excluded boundary with different wording—repeated questioning is a violation。
  • Early convergence: when converging early, branches judged low-impact and converted into default assumptions must be registered; unregistered means not converged.

4. Convergence Rule & Three-Item Convergence Self-Check

At each milestone (default: at the end of each round of questioning), perform ano-new-questionsself-check that answers only three items:

  1. Are the core business objectives and processes still unclear in any respect?
  2. Are the key boundaries and exceptional cases still unconfirmed in any respect?
  3. Are there contradictory descriptions among the decided items?
  • All three negative (no new information increment) means convergence: close out the main trunk, register the remaining boundaries as explicit default assumptions, and output the requirements confirmation document;do not use exhaustive questioning as the exit。
  • If any is yes, continue, and the next round of questions must target that item.
  • Do not self-certify convergence with "no more questions" — convergence must be evidenced by the ledger in the table above.

5. Circuit Breakers & Escalation

Layer Budget Action on cap
Error layer 3 consecutive attempts at the same error STOP → RECORD; Heavy Track viaevidence gatingmay re-enter a limited number of times (≤2 rounds × ≤2 attempts); other channels directly ASK & ESCALATE
Review layer Delta Re-Loop ≤ 5 rounds Stop adding rounds, report upward with existing evidence, do not seek reassurance by adding rounds
Questioning layer This section Budget exhausted without convergence → escalate to human adjudication

The four re-entry gating criteria (new assumption / new external evidence / not a rewording / budget not exhausted) and the cost cap min(任务总预算 × 25%, 剩余预算 ÷ 3) see goal-loop the failure-recovery-protocol of the skill.

When escalating, objectively state four items to the user: current status, verified information, current bottleneck, and the specific fork requiring adjudication.


6. Explicit Reasoning

Before executing key architectural decisions, complex refactoring, or multi-step tasks, use a thinking block in the output to lay out the reasoning (constraints → candidates → trade-offs → conclusion), ensuring the logic is self-consistent before writing.


When to use / when not to use

Use: the goal is macro or vague; multiple technical paths exist; during multi-round Q&A; a settled item is reopened in different wording; a trade-off is needed between "asking the user" and "registering a default assumption"; clarification rounds show signs of getting out of control.

Do not use: single-file minor edits, direct execution of clear instructions, read-only retrieval Q&A — just do the work.


Deliverables & Entry Points

This section is the mechanical entry point to the body of the protocol. The protocol consists of only this one file; the following files are itsexpansions, skeletons, and validators, and introduce no new policy.

  • Expansions:references/decision-ledger.md refine the ledger discipline of §3 into required fields for the three types of registration, the deduplication decision formula, and the criteria for converting low-impact branches into default assumptions;references/convergence-checklist.md refine the three-item self-check of §4 into per-question decision criteria and counterexample comparisons of "not counting as convergence".
  • Skeletons:templates/decision-ledger-template.md can be dropped directly into the plan file;templates/requirement-confirmation-template.md is the requirements confirmation document skeleton (glossary / settled items / excluded boundaries / default assumptions / convergence conclusion / forks pending adjudication).
  • Validation:scripts/check-decision-ledger.sh mechanically validates the ledger structure (offline, read-only; exit code 0 compliant / 1 non-compliant / 2 usage error); run it once before the §4 self-check:bash scripts/check-decision-ledger.sh <台账文件>。
  • Regression:tests/test_clarification_protocol_contract.py guards the above deliverable surfaces and hard constraints, run python3 -m pytest skills/clarification-protocol/tests -q。