Ask — Context-Aware Q&A

SkillDev tools

Context-aware Q&A with auto context gathering. Use when: user has a quick question about codebase, git history, rules, docs, or skills during development. Not for: code changes (use feature-dev), code review (use codex-review-fast), deep research (use deep-research), full code trace (use code-explore). Output: structured answer with source attribution.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Ask — Context-Aware Q&A skill

What this skill tells your AI

The instructions your AI receives, as published by sd0xdev/sd0x-harness in skills/ask/SKILL.md and read by ahel’s review.

Trigger

  • Keywords: ask, quick question, context question, project question, 問一下, 想了解, 想知道

When NOT to Use

ScenarioAlternative
Code modification or implementation/feature-dev
Code review or PR review/codex-review-fast
Tech spec review/review-spec
Document review/codex-review-doc
Bug fixing/bug-fix
Next step decision/next-step
Deep multi-source research/deep-research
Systematic code tracing/code-explore

Procedure

Phase 0: Session Context Capture

Run these 4 commands in parallel to build session context:

#ActionTool
1Current branchBash("git branch --show-current")
2Feature detectionBash("node scripts/resolve-feature.js") — the wrapper, not the CLI: it owns the failure payload, so a resolver that runs and fails — nonzero exit, signal, truncated write, off-contract payload — still yields the full shape with scan_error: true rather than {} or a truncated document. A missing node yields no JSON at all; treat that like any other unusable payload
2bscan_error gatescan_error !== false ⇒ the source sets are unknown, not empty — report and take the ⚠️ Need Human exit rather than answering from an empty set. Gate on !== false, not === true: a {} payload from a shell fallback has no such field, so a non-null key is not evidence the sets are complete
3Changed filesBash("git status --porcelain")
4Recent commitsBash("git log --oneline -5")

Untracked file fallback: If feature resolver returns key: null, derive feature from changed/untracked paths:

  1. Parse git status --porcelain output for docs/features/<key>/ or skills/<key>/ patterns
  2. Extract <key> as candidate feature
  3. Use this for docs intent feature-first lookup when resolver fails

Phase 1: Intent Classification + Routing

1a. Conversation Context Integration

Before classifying intent, review prior conversation turns for:

  • Active feature: feature being developed, files recently discussed or edited
  • Ongoing task: what skill was last invoked, what phase we are in
  • Implicit scope: if the user asks "why?" after a code change, the scope is that change

Use this context to disambiguate the question and select the right intent. See references/intent-patterns.md for edge cases.

1b. Intent Classification

Classify the question (LLM-inferred) into one or more intents:

IntentSignal ExamplesContext Actions
code"function X 做什麼", file paths, module namesGrep → Read → trace 1 level
git"最近改了什麼", "誰改的", "when"git log / diff / blame
docs"需求是什麼", "spec 寫了什麼"Feature resolve → source set by question kind → fallback Glob
rules"規則是什麼", "convention", "allowed"Read rules/ files
skill"有沒有 skill", "怎麼用 /X"Glob skills/ → Read SKILL.md
arch"系統架構", "整體設計"CLAUDE.md + Explore agent
multiMultiple intents mixedCombine actions from each intent
1c. Skill Routing Check

Before gathering context, check if the question is action-oriented. See references/routing-table.md.

If a better skill is identified, suggest it: "這個問題更適合 /X,要改用嗎?" — do not auto-redirect.

Phase 2: Context Gathering

Execute per-intent tool call sequences. Hard limits apply.

code: Grep keywords (top 10 files) → Read most relevant (max 5) → trace imports (1 level)

git: git log --oneline -20git diff (if recent changes) → git blame (if specific lines)

docs: Resolve feature → pick the source set the question actually asks for → fallback Glob "docs/**/*.md" (top 5) → Read (max 3)

The question is…ReadNot
"現在的行為是什麼"code, rules/, current_authorityA tech spec — it records the design, not what shipped
"當初為什麼這樣設計"design_records
"當初要求什麼 / 這張單結了嗎"work_records
"這個決定是什麼時候做的"history_records

Answering a current-behaviour question from a design record is the specific failure this split exists to prevent: the spec is the older artifact, so it reads as authoritative and is wrong. When a design record is the only source available, say which document the answer came from and that it may predate the code.

rules: Glob rules/*.md + .claude/rules/*.md → Grep keywords → Read + quote (max 3)

skill: Glob skills/*/SKILL.md → Grep keywords (top 5) → Read (max 3)

arch: Read CLAUDE.md + key entrypoints → dispatch Explore agent

multi: Combine steps from each intent. Parallel execution. Hard limit: max 8 file reads total.

Phase 3: Sub-Agent Dispatch (Optional)

ComplexityCriteriaStrategy
SimpleSingle intent, clear target, < 5 filesDirect tools only (0 agents)
MediumMulti-file, cross-module1 Explore agent
ComplexMulti-intent, cross-cutting2 agents parallel (hard max)

Dispatch when: Grep returns > 10 files across modules, or question involves architecture / cross-cutting concerns. Default: direct tool calls.

Phase 4: Answer Synthesis

Combine all gathered context into a structured answer. Follow the output format below.

Read-Only Enforcement

This skill is strictly read-only. The following git commands are prohibited:

git add | git commit | git push | git pull | git reset | git stash
git rebase | git merge | git checkout -- | git restore | git clean

allowed-tools does not include Edit, Write, or NotebookEdit.

Path Security

ControlRule
Repo boundaryAll Read/Glob within repo root (git rev-parse --show-toplevel)
Traversal rejectionReject .. path segments, absolute paths outside repo, symlinks out of repo
Secret skipDo not read .env, credentials.*, *secret* files
Output redactionHigh-confidence secret patterns → [REDACTED]; medium-confidence → mask with 4 chars visible

Output Format

## Answer

{Direct, concise answer}

### Sources

| Type | Reference | Relevance |
|------|-----------|-----------|
| file | `path/file.js:42` | {why relevant} |
| commit | `abc1234 — message` | {why relevant} |
| command | `git log --oneline -5` | {result summary} |

### See Also

- `/code-explore` — for full trace
- {other relevant skill or doc}

Every claim must have at least one source evidence. Answer < 500 words unless user requests detail.

Verification

  • Session context captured (branch, feature, changed files)
  • Intent classified and context gathered per pipeline
  • Source attribution present for all claims
  • No Edit/Write/mutating git commands executed
  • No secrets in output

References

  • references/intent-patterns.md — Detailed intent examples and edge cases (read when classifying ambiguous questions)
  • references/routing-table.md — Full skill routing decision table (read when checking if another skill is better)

Examples

Code Question

Input: /ask resolve-feature-cli.js 怎麼偵測 feature?
Phase 0: branch=feat/ask, feature=ask
Phase 1: Intent=code (file path mentioned)
Phase 2: Grep "resolve-feature" → Read scripts/lib/feature-resolver.js → trace exports
Phase 4: Answer with Sources (file evidence)

Git Question

Input: /ask 最近有什麼 commit?
Phase 0: branch=feat/ask
Phase 1: Intent=git ("最近", "commit")
Phase 2: git log --oneline -20
Phase 4: Answer with Sources (commit + command evidence)

Multi-Intent Question

Input: /ask auto-loop 的規則是什麼?有哪些 skill 會用到?
Phase 0: branch=feat/ask
Phase 1: Intent=multi (rules + skill)
Phase 2: Read rules/auto-loop.md + Grep "auto-loop" in skills/*/SKILL.md
Phase 4: Answer with Sources (file evidence from both rules and skills)

Signals

GitHub stars
188
Forks
24
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ask-sd0xdev
Source
github.com/sd0xdev/sd0x-harness