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How to Use AdaL for Multi file feature implementation
Learn AdaL multi file feature implementation with step by step workflows, realistic examples, and verified plan notes.
AdaL works well for multi file feature implementation when you run it like production work: locked brief, SOURCE facts, then read first focused on auth test fix. Confirm live plans on adalagent.ai. Start at /explore/adal.
This guide focuses on multi file feature implementation in detail. Related AdaL articles: /blog/how-to-use-adal-for-ci-integration-patterns, /blog/how-to-use-adal-for-cli-coding-tasks-with-tests, /blog/how-to-use-adal-for-deep-research-subagents.
When this workflow is the right job
Use multi file feature implementation when the deliverable is specifically this AdaL job. Switch to cli coding tasks with tests when that workflow already owns the asset.
Step by step workflow
1. Brief Multi file feature implementation
Write what must stay true for multi file feature implementation in AdaL before settings or spend.
Brief: Multi file feature implementation Keep: migration script from SOURCE Avoid: invented pricing or features Success: one reviewable output
2. Open AdaL for Multi file feature implementation
Use the AdaL surface that owns multi file feature implementation. Do not mix a neighboring workflow in the same pass.
Surface: Multi file feature implementation Start: worktree isolate Plans: adalagent.ai
3. Pilot Multi file feature implementation
Run a single multi file feature implementation pilot. Score clarity, grounding, and whether dev terse still matches.
Pilot: Multi file feature implementation [ ] SOURCE facts match [ ] patch release clear [ ] Settings logged
4. Refine Multi file feature implementation
Change one multi file feature implementation dimension only. Save a template with variables for refactor validateEmail.
Refine: Multi file feature implementation Change: subagent route Keep: SOURCE and docs clear
Practical multi file feature implementation examples
migration script
Scenario: A developer uses AdaL for multi file feature implementation scoped to "migration script". Objective: Make a minimal, test-backed change that satisfies migration script without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for migration script - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for migration script. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing migration script, with test results and a short file list.
lint cleanup
Scenario: A developer uses AdaL for multi file feature implementation scoped to "lint cleanup". Objective: Make a minimal, test-backed change that satisfies lint cleanup without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for lint cleanup - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for lint cleanup. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing lint cleanup, with test results and a short file list.
dependency bump
Scenario: A developer uses AdaL for multi file feature implementation scoped to "dependency bump". Objective: Make a minimal, test-backed change that satisfies dependency bump without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for dependency bump - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for dependency bump. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing dependency bump, with test results and a short file list.
perf hotspot
Scenario: A developer uses AdaL for multi file feature implementation scoped to "perf hotspot". Objective: Make a minimal, test-backed change that satisfies perf hotspot without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for perf hotspot - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for perf hotspot. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing perf hotspot, with test results and a short file list.
security review
Scenario: A developer uses AdaL for multi file feature implementation scoped to "security review". Objective: Make a minimal, test-backed change that satisfies security review without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for security review - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for security review. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing security review, with test results and a short file list.
docs sync
Scenario: A developer uses AdaL for multi file feature implementation scoped to "docs sync". Objective: Make a minimal, test-backed change that satisfies docs sync without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for docs sync - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for docs sync. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing docs sync, with test results and a short file list.
worker agent
Scenario: A developer uses AdaL for multi file feature implementation scoped to "worker agent". Objective: Make a minimal, test-backed change that satisfies worker agent without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for worker agent - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for worker agent. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing worker agent, with test results and a short file list.
patch release
Scenario: A developer uses AdaL for multi file feature implementation scoped to "patch release". Objective: Make a minimal, test-backed change that satisfies patch release without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for patch release - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for patch release. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing patch release, with test results and a short file list.
smoke suite
Scenario: A developer uses AdaL for multi file feature implementation scoped to "smoke suite". Objective: Make a minimal, test-backed change that satisfies smoke suite without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for smoke suite - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for smoke suite. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing smoke suite, with test results and a short file list.
auth test fix
Scenario: A developer uses AdaL for multi file feature implementation scoped to "auth test fix". Objective: Make a minimal, test-backed change that satisfies auth test fix without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for auth test fix - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for auth test fix. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing auth test fix, with test results and a short file list.
Deep Research memo
Scenario: A developer uses AdaL for multi file feature implementation scoped to "Deep Research memo". Objective: Make a minimal, test-backed change that satisfies Deep Research memo without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for Deep Research memo - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for Deep Research memo. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing Deep Research memo, with test results and a short file list.
refactor validateEmail
Scenario: A developer uses AdaL for multi file feature implementation scoped to "refactor validateEmail". Objective: Make a minimal, test-backed change that satisfies refactor validateEmail without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for refactor validateEmail - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for refactor validateEmail. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing refactor validateEmail, with test results and a short file list.
README install
Scenario: A developer uses AdaL for multi file feature implementation scoped to "README install". Objective: Make a minimal, test-backed change that satisfies README install without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for README install - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for README install. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing README install, with test results and a short file list.
bug repro
Scenario: A developer uses AdaL for multi file feature implementation scoped to "bug repro". Objective: Make a minimal, test-backed change that satisfies bug repro without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for bug repro - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for bug repro. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing bug repro, with test results and a short file list.
feature branch
Scenario: A developer uses AdaL for multi file feature implementation scoped to "feature branch". Objective: Make a minimal, test-backed change that satisfies feature branch without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for feature branch - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for feature branch. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing feature branch, with test results and a short file list.
CI test pattern
Scenario: A developer uses AdaL for multi file feature implementation scoped to "CI test pattern". Objective: Make a minimal, test-backed change that satisfies CI test pattern without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for CI test pattern - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for CI test pattern. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing CI test pattern, with test results and a short file list.
API freeze
Scenario: A developer uses AdaL for multi file feature implementation scoped to "API freeze". Objective: Make a minimal, test-backed change that satisfies API freeze without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for API freeze - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for API freeze. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing API freeze, with test results and a short file list.
RFC compare
Scenario: A developer uses AdaL for multi file feature implementation scoped to "RFC compare". Objective: Make a minimal, test-backed change that satisfies RFC compare without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for RFC compare - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for RFC compare. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing RFC compare, with test results and a short file list.
symbol scoped
Scenario: A developer uses AdaL for multi file feature implementation scoped to "symbol scoped". Objective: Make a minimal, test-backed change that satisfies symbol scoped without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for symbol scoped - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for symbol scoped. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing symbol scoped, with test results and a short file list.
type error
Scenario: A developer uses AdaL for multi file feature implementation scoped to "type error". Objective: Make a minimal, test-backed change that satisfies type error without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for type error - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for type error. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing type error, with test results and a short file list.
flaky test
Scenario: A developer uses AdaL for multi file feature implementation scoped to "flaky test". Objective: Make a minimal, test-backed change that satisfies flaky test without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for flaky test - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for flaky test. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for multi file feature implementation addressing flaky test, with test results and a short file list.
How to improve multi file feature implementation
Make multi file feature implementation easier to review by labeling docs sync fields that must never change in AdaL.
Speed multi file feature implementation iteration by cloning the last good AdaL run and altering only run tests.
Stabilize multi file feature implementation by pinning safety constrained after patch release is approved in AdaL.
Reduce multi file feature implementation rework by rejecting drafts that invent claims about smoke suite in AdaL.
Improve multi file feature implementation handoffs by recording which AdaL control produced the auth test fix result.
Strengthen multi file feature implementation by adding a second reader who only checks Deep Research memo spelling and facts in AdaL.
Lift multi file feature implementation consistency by reusing the same worktree isolate vocabulary across related AdaL jobs.
Harden multi file feature implementation by testing an empty or incomplete README install input before trusting AdaL defaults.
Prompting and usage guidance
Name the multi file feature implementation job, the audience, and one measurable success check before opening AdaL.
Paste only verified facts under SOURCE so AdaL cannot invent details during multi file feature implementation.
Specify the multi file feature implementation deliverable shape up front, such as scenes, bullets, rows, or a signed note.
Call out fixed smoke suite details versus flexible PR checklist choices for multi file feature implementation.
Close with a review line that asks AdaL to flag unsupported claims for multi file feature implementation.
Limitations to respect
Check AdaL plan gates for multi file feature implementation on adalagent.ai before you promise timelines.
Keep multi file feature implementation drafts unpublished until a human confirms SOURCE facts.
Plan and region differences can change multi file feature implementation availability. Prefer official AdaL docs.
Beta or preview labels on AdaL mean you should pilot multi file feature implementation before wide rollout.
Practical tips for this workflow
Budget a second multi file feature implementation pass focused on edge cases around perf hotspot, not only the happy path in AdaL.
Use official AdaL terminology for multi file feature implementation in SOPs so support recognizes worktree isolate requests.
Keep a multi file feature implementation checklist beside AdaL so reviewers know which RFC compare details stayed locked.
Pilot multi file feature implementation on a tiny sample before spending AdaL credits or executions on a full batch centered on perf hotspot.
When multi file feature implementation fails, change only commit message instead of rewriting the entire AdaL brief.
Document AdaL UI labels used for multi file feature implementation so handoffs about RFC compare do not rely on memory.
Store winning multi file feature implementation settings as a template with variables only for perf hotspot fields in AdaL.
Approve SOURCE facts before spending budget on multi file feature implementation variants that mention Deep Research memo in AdaL.
Pair customer facing multi file feature implementation exports with a human read that checks invented claims about RFC compare.
Log AdaL run identifiers for multi file feature implementation so ops can replay read first failures without guessing.
AdaL multi file feature implementation note: after CI green, recheck auth test fix against SOURCE and confirm review friendly still matches the brief.
AdaL multi file feature implementation note: after CLI goal, recheck Deep Research memo against SOURCE and confirm CI strict still matches the brief.
AdaL multi file feature implementation note: after run tests, recheck refactor validateEmail against SOURCE and confirm minimal diff still matches the brief.
Common mistakes
- Skipping a written brief before starting multi file feature implementation in AdaL
- Inventing pricing, credits, or features not confirmed on official AdaL pages
- Scaling multi file feature implementation volume before one successful pilot
- Mixing a different AdaL workflow into the same multi file feature implementation session
- Ignoring plan gates while scheduling multi file feature implementation deadlines
- Publishing multi file feature implementation output without stakeholder review
For more on multi file feature implementation, see /blog/how-to-use-adal-for-ci-integration-patterns, /blog/how-to-use-adal-for-cli-coding-tasks-with-tests, /blog/how-to-use-adal-for-deep-research-subagents. Hub: /explore/adal.