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AutomationPython

Plan

by jeremylongshore

Amplifies vague prompts, designs approaches, and decomposes tasks into build-ready files before any code is written. Use to sharpen requirements, explore design options, and produce batched task briefs for implementation.

2.6K stars368 forksAdded 2026/07/19
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Documentation

README

Plan

One chain-starter that folds three phases โ€” amplify (sharpen the prompt), design (brainstorm and spec the approach), decompose (write the batched task file) โ€” into a single flow, then stops at a build-location gate (Step 12). Each phase skips itself when the request doesn't need it: a clear task bounces straight to decomposition; an already-structured prompt skips amplify.

Plan never implements. It is thinking, not building โ€” no source code is written here, and it does not silently chain into /hyperflow:dispatch. The only writes are to .hyperflow/specs/, .hyperflow/tasks/, .hyperflow/features/, .hyperflow/memory/, and (another-session mode) the committed .hyperflow-handoff/ package. When the task file is ready, plan always asks where to build it (this session / another session / stop) โ€” that gate fires on every run, and the user's choice is the only thing that ever starts a build. It drives Layer 0.5 (Triage), Layer 4 (Brainstorming/Spec), Layer 0 (Project Analysis), Layer 6 (Memory), and Layer 7 (Task Templates).

Plan runs at maximum thinking depth. Engage extended / ultra reasoning across triage, analysis, design, and decomposition โ€” plan is the chain's one think-heavy front door and pays the reasoning cost once so the build runs faithfully. Every substantive step uses tools (Agents to do the work, Write to persist artefacts); a plan that exists only in chat is a violation.

Every agent runs on the current session model โ€” there is no model-tier routing and no model configuration. Roles (Classifier, Searcher, Writer, Analyst, Planner, Reviewer) differ by responsibility, not by model.

Iron Rules

  • Plan never implements. It always stops at the build-location gate (Step 12) and asks where to build โ€” this session / another session / stop. It does NOT silently chain into dispatch. The gate fires every run, even when a session= / commit= / branch= arg was somehow propagated โ€” never skip it.
  • Max thinking, always. Run at maximum reasoning depth (ultrathink) through triage, analysis, design, and decomposition. Plan is the one think-heavy phase; do not shortcut the reasoning to save tokens.
  • Always produce the artefacts on disk. Every run that reaches decomposition uses tools to Write the spec (when the design phase ran) and the task file + briefs. A plan described only in chat โ€” no .hyperflow/tasks/<slug>.md written โ€” is a failed run, not a plan.
  • No code in the design phase. Plan produces a prompt, a spec, and a task file; dispatch executes them.
  • Author build-ready briefs (briefs=auto). Every non-trivial sub-task gets a full, self-contained implementation brief at plan time (Step 9c), stored at .hyperflow/tasks/<slug>/T<id>.md. The strong planning model pays the authoring cost once so the build runs faithfully on a cheaper model or a second session โ€” dispatch transcribes, it doesn't re-derive. Trivial sub-tasks stay terse.
  • Project rules win on conflict. A rule in CLAUDE.md / AGENTS.md / .hyperflow/memory/ overrides a generic persona standard โ€” it is the user's explicit instruction.
  • Economy is mandatory. Amplify enhances to the task's level, never inflates a one-line ask into a spec (rubric dim 8).
  • Names responsible specialists; never runs their web-research. The Responsible specialists: annotation is an announcement โ€” each specialist's web-research-first pass fires later inside dispatch, not here.
  • No AI attribution in any prompt, spec, task file, or memory entry โ€” describe the work, never the author.
  • Failure recovery (rule 14). Worker/Reviewer errors, malformed output, and NEEDS_REVISION cadence follow ../hyperflow/failure-recovery.md. Retry โ†’ escalate โ†’ abort. Chain budget: 3 cumulative aborts.

Per-Step Agent Map (DOCTRINE rule 12 + 12.2)

Every substantive step dispatches at least one Agent; trivial steps (ยง12.1) and single-pair atomic steps (ยง12.2.8) run as noted. All roles run on the session model โ€” the table assigns responsibility, not tier.

Step Sub-phase Workers Reviewers / decision agents Notes
0 โ€” Setup atomic โ€” โ€” Silent: parse flags, set max-thinking. NO startup gate, NO questions
1 โ€” Triage atomic Classifier Triage Reviewer P4-skip Reviewer; P3-concurrent with Step 3
2 โ€” Amplify (skippable) atomic Writer โ€” rewrite prompt Reviewer โ€” 8-dim rubric, one revision Skips on clear/structured prompt
3 โ€” Context 3a + 3b (P1) Searcher ร—2 per sub-phase Reviewer per sub-phase 3a surface map ยท 3b semantic + convention scan
4 โ€” Multi-dim analysis (P4) 4a + 4b + 4c (P1) Writer ร—1โ€“2 per sub-phase Reviewer per sub-phase + Analyst synthesis Skips when ambiguity < 0.6 โˆง complexity โ‰  high
5 โ€” Clarify (gate) atomic โ€” โ€” AskUserQuestion; design path floor 2 ยท bounce path 0โ€“3
6 โ€” Synthesis + approaches (P4) 6a + 6b Writer ร—1โ€“2 per sub-phase Reviewer (batched) Skips approaches when ambiguity < 0.6 โˆง complexity โ‰  high
7 โ€” Design sections (P1+P2) 7a + 7b + 7c Writer ร—1โ€“2 per sub-phase (architect authors 7a ยง1/ยง2 on architect-typed / high-complexity / multi-subsystem tasks โ€” embeds Mermaid graphs; designer authors the visual/experiential decisions on ui/creative-typed tasks โ€” grounds them in .hyperflow/design/system.md; mobile authors the platform/device decisions on mobile/native-typed tasks โ€” grounds them in ../hyperflow/mobile.md) Reviewer per sub-phase + 1 batched File-first; one combined approval gate
8 โ€” Spec finalize atomic Writer Reviewer (final-integration) Renames draft โ†’ .hyperflow/specs/<slug>.md
9 โ€” Decompose 9a + 9b + 9c Planner ร—1 (9a) ยท Searcher ร—2 (9b) ยท brief Writer ร—1 per non-trivial sub-task (9c) Reviewer per sub-phase 9a batch graph โ†’ 9b sizing โ†’ 9c authors a full build-ready brief per non-trivial sub-task (briefs=auto)
10 โ€” Write task file (P3 w/ 11) 10a + 10b + 10c Writer ร—2 per sub-phase Reviewer per sub-phase + 1 final verify Flat task file or feature/phase tree
11 โ€” Memory (P3 w/ 10) atomic Writer appends Reviewer dup/contradiction check Concurrent with Step 10
12 โ€” Build-location gate atomic โ€” โ€” AskUserQuestion (ALWAYS fires): this session โ†’ Skill dispatch ยท another session โ†’ write handoff package ยท stop

Skippable / bounce summary: Step 2 skips for clear prompts; Step 4 and Step 6-approaches are P4-skippable; Step 5 bounces the design phase (Steps 6โ€“8) entirely when the request is clear, jumping to Step 9. --thorough / depth=max disables P1/P2/P4 (sequential, every step runs, per-section reviewers, standalone final-integration pass added); P3/P5 stay on. No step is a startup gate โ€” plan asks the user nothing until the Step 5 clarify questions, and the build decision waits until Step 12.

Approval Gates

Gate When Format
Smart questions Step 5, design path AskUserQuestion โ€” 2โ€“5 questions (floor 2)
Synthesis + approach Step 6, after batched review AskUserQuestion โ€” confirm synthesis ยท pick approach
Design section approval Step 7, one combined gate AskUserQuestion โ€” approve all / revise ยงN
Build location Step 12, after the task file is written โ€” ALWAYS AskUserQuestion โ€” this session / another session / stop (+ handoff: review / deploy when another session)

The build-location gate fires on every run (it is the only thing that ever starts a build); the design-phase gates fire at most once each and are skipped on the bounce path. Plan asks no startup gates โ€” the session/build decision and the operational choices (commit cadence ยท branch ยท push) are no longer front-loaded. When the user picks "this session," dispatch fires its own operational gate (its Step 0.5) before building. Markers follow DOCTRINE rule 8: multi-option/named-workflow choices carry (Recommended); binary action gates (Approve/Revise) carry none.

Flow

Step 0 โ€” Setup (silent ยท max thinking ยท NO gate)

Plan asks the user nothing at startup. There is no session-strategy gate and no operational gate here โ€” both decisions move to the Step 12 build-location gate (and dispatch owns the operational gate when a build actually starts). Defaulting silently is correct: plan is think-only, so there is nothing to decide until a task file exists.

At Step 0, the orchestrator only:

  1. Engages maximum thinking depth (ultra reasoning) for the whole run โ€” triage, analysis, design, and decomposition all reason at full depth.
  2. Parses flags from the args: --thorough / depth=max (disable P1/P2/P4 โ€” see the skippable summary), noamplify (skip Step 2), briefs=auto|terse (Step 9c). Record them; do not ask about them. GitHub-native pass-through: gh_issue= / pr= / comment= (set by /hyperflow:issue) and spec= (a pre-built spec path, e.g. from /hyperflow:issue or the audit fix-gate) are recorded verbatim โ€” plan never acts on them, it forwards them to dispatch at Step 12.

Then proceed straight to Step 1. Any session= / commit= / branch= / push= args that happen to be present are ignored for gating โ€” the build decision is always made fresh at Step 12.

Step 1 โ€” Triage (Layer 0.5 ยท P3-concurrent with Step 3)

Step 1 (Classifier) and Step 3 (context Searchers) are independent โ€” dispatch both in one message, wait for both. Under --thorough, run Step 1 first, then Step 3.

Dispatch Classifier โ€” triaging request per ../hyperflow/task-triage.md, producing { types[], complexity, risk, scope, ambiguity, flow, personas[], specialists[] }. This drives: the P4 gates (Steps 4/6) and bounce gate (Step 5); the question budget at Step 5 (0.0โ€“0.5 โ†’ 2, 0.5โ€“0.8 โ†’ 3, 0.8โ€“1.0 โ†’ 4โ€“5); the downstream flow profile (../hyperflow/flow-profiles.md); and persona/specialist stitching. On a gated flow the responsible specialist roster is finalized once via the Brain (DOCTRINE rule 17) and inherited by every later phase. Persist and propagate as triage=<base64-json>.

Triage Reviewer (rule 15). P4-skip when ALL of complexity == low, ambiguity < 0.2, scope โˆˆ {0-file, 1-file}, risk != high โ€” consume the Classifier output as-is and print the skip line. Otherwise dispatch **Triage Reviewer** โ€” validating classification against request and project profile (reads the request + .hyperflow/profile.md). Verdict โˆˆ {PASS, RECLASSIFY (use corrected triage, print one line), ESCALATE (add ambiguity to Step 5's queue)}. On Reviewer error follow failure-recovery ยง5 โ€” never consume unvalidated triage.

Step 2 โ€” Amplify / prompt hygiene (atomic ยท skippable)

Skip when ambiguity < 0.4, OR the incoming prompt is already well-structured (role/task/constraints/output present), OR the noamplify flag is set โ€” print Amplify skipped โ€” prompt already specific. and proceed to Step 4 with the prompt as-is. Amplify exists to sharpen rough input before design; a sharp prompt gains nothing.

Otherwise a single Writer โ†’ Reviewer pair with a one-shot revision loop:

  1. Writer โ€” drafting the amplified prompt rewrites the raw prompt into its single strongest version following the skeleton in references/prompt-rubric.md: role ยท task ยท context ยท constraints (persona doctrine from triage personas[] + project rules) ยท output spec ยท out-of-scope. Economy is a constraint.
  2. **Reviewer** โ€” scoring against the prompt-quality rubric scores all 8 dimensions 1โ€“5. All โ‰ฅ 4 โ†’ PASS. Any < 4 โ†’ NEEDS_REVISION with specifics; the Writer revises once, then ships regardless (no infinite loop). The Reviewer also produces a 2โ€“4 line rationale naming the domain doctrine and project rules it injected.

The amplified prompt becomes the working prompt for analysis and design. Print it once in a copy-ready block with its rationale + a Responsible specialists: line (omit when no specialist applies).

Step 3 โ€” Context exploration (P1 sub-phases ยท P3-concurrent with Step 1)

Read .hyperflow/profile.md, architecture.md, conventions.md, .hyperflow/memory/index.md before dispatching to surface past learnings. Sub-phases are independent โ€” dispatch in one message, run per-sub-phase Reviewers, then advance. No Step-level coverage Reviewer; a downstream Writer flags MISSING CONTEXT: <subsystem> and the orchestrator redispatches the relevant Searcher (max 2 retries). Do not ask the user what the code reveals.

  • 3a โ€” Surface mapping: Searcher โ€” glob discovery: file tree + entry points; Searcher โ€” import-graph traversal: dependency edges. โ†’ **Reviewer**.
  • 3b โ€” Semantic + convention scan: Searcher โ€” type/symbol probe: interfaces, schemas, call sites, re-exports; Searcher โ€” test patterns + lint/config: naming, runner, lint rules. โ†’ **Reviewer**.

Step 4 โ€” Multi-dimensional analysis (P4-skippable)

P4 gate: skip entirely (jump to Step 5) when ambiguity < 0.6 AND complexity != high โ€” round up on the border (0.59 โ†’ run). --thorough always runs. If run, sub-phases fan out in parallel (P1), then the Analyst aggregates:

  • 4a โ€” Intent + technical-fit: Writer โ€” user-intent: real need + success โˆฅ Writer โ€” technical-fit: how it fits existing architecture. โ†’ **Reviewer**.
  • 4b โ€” Scope + risks: Writer โ€” scope/constraints: MVP vs max, limits โˆฅ Writer โ€” risks: failure modes, irreversibility. โ†’ **Reviewer**.
  • 4c โ€” Alternatives: Writer โ€” alternatives: โ‰ฅ3 distinct solutions, brief notes (single canonical set). โ†’ **Reviewer**.
  • 4d โ€” Analyst synthesis (sequential): **Analyst** โ€” 6-dimension aggregation consolidates 4a/4b/4c into the unified brief; unknowns become Step 5 questions.

Step 5 โ€” Clarify (AskUserQuestion ยท two modes)

Pre-flight: read .hyperflow/memory/project-decisions.md; skip any candidate already answered there (print one line) unless the cached answer conflicts with this task (then ask "decisions say X โ€” does this task change that?").

Bounce gate (decompose-only path): when ambiguity < 0.4 AND complexity == low, the request is clear โ€” skip the design phase (Steps 6โ€“8). Ask 0โ€“3 post-analysis questions tied to specific findings the Searchers surfaced (no floor โ€” zero when research is conclusive), then jump to Step 9. Print That's clear enough to skip the design phase โ€” decomposing directly.

Design path (everything else): ask via AskUserQuestion, floor of 2 questions always (the two minimums give the user a place to redirect even when the request looks unambiguous). Budget by triage depth: light 2 ยท standard 3 ยท deep 4โ€“5. Never stack more than 2 questions per call. Multi-option lists (3+) mark a (Recommended) choice (the Analyst's leading hypothesis first); binary lists carry no marker. Question order: intent โ†’ constraints โ†’ assumptions โ†’ scope โ†’ edge-case stance (pick the first N for depth N).

After answers, append structural decisions (database, auth, testing, framework defaults) to .hyperflow/memory/project-decisions.md under a category heading with date + source slug โ€” inline write, ยง12.1-trivial. Skip task-specific answers.

Step 6 โ€” Synthesis + approaches (P3 + P2 ยท P4-skippable)

Step 5 (synthesis) and 6a both depend on the answers but not on each other โ€” dispatch concurrently (P3); one batched Reviewer covers both (P2). --thorough runs them sequentially.

  • Synthesis: Writer โ€” requirement synthesis produces a one-paragraph "the goal is X, constraints Y, excluding Z."
  • 6a โ€” Approach candidates (P4-skip when ambiguity < 0.6 โˆง complexity != high): Writer โ€” lightweight candidates โˆฅ Writer โ€” heavyweight candidates. Each approach: Name ยท What ยท Pros ยท Cons ยท Fit.
  • 6b โ€” Trade-off eval (sequential on 6a): Writer โ€” fit analysis โˆฅ Writer โ€” risk analysis scoring each candidate.

**Reviewer** โ€” batched: synthesis + approaches (../hyperflow/reviewer-prompt-batched.md) returns per-draft verdicts; re-dispatch only the failing draft. When 6a/6b are P4-skipped, annotate "Approach: derived from synthesis (ambiguity low)". Then present synthesis + approaches and confirm via AskUserQuestion โ€” recommend one approach, the choice is the user's.

Step 7 โ€” Section-by-section design (P1 + P2 ยท file-first ยท one combined gate)

File-first (rule 8): each section Writer writes directly to .hyperflow/specs/<slug>.draft.md at a stable H2 anchor โ€” never returns content for inline paste. Pre-seed the file with 5 H2 headers before dispatching. Run python3 $PLUGIN_ROOT/scripts/resolve-mode.py $PROJECT_ROOT --from-args "$CHAIN_ARGS" once and propagate mode=<default|lean|thorough> (lean โ†’ workers get the path-only Project Context block per ../hyperflow/worker-prompt-lean.md).

Sub-phases dispatch in ONE parallel message (P1), each with a per-sub-phase Reviewer firing as it returns; then one batched Reviewer (P2) reads all 5 sections for cross-section coherence. Each section Writer records a Responsible specialist(s): line from the Brain-finalized roster, carried into the Step 8 status block.

System-design tasks produce architecture graphs. On architect-typed / high-complexity / multi-subsystem work the architect agent owns ยง1/ยง2 and embeds a Mermaid component/container graph (ยง1) and a Mermaid data-flow diagram (ยง2) directly in the draft โ€” the diagram precedes the implementation. The Step 7 approval gate already points the user at the draft file, so the graphs are reviewed there with no extra gate.

Design-time consultation. Any decision agent in this phase may consult a peer directly (its own Agent tool, โ‰ค 3 consults, depth-1, allowlist = the agents/ registry) per ../hyperflow/consultation.md โ€” e.g. the architect asks motion whether a proposed interaction is feasible before committing it to ยง2, or the designer asks motion for a motion-heavy screen. Agent-agnostic: future decision agents inherit this without an edit here.

Design-typed tasks ground in the design system. On ui/creative-typed work the designer agent owns the visual/experiential decisions: it first ensures .hyperflow/design/system.md exists (creating it if missing, extending it if present per ../hyperflow/design-system.md), researches โ‰ฅ2 real-world references in the project's field and combines them with one deliberate signature, applies the matching local taste skill, and records the bound design-system tokens in ยง3. When a motion surface is in scope (animation / transition / scroll-driven / gesture), the designer brings in the motion agent to author the Motion-language decisions in ยง3 (compositor-only props, library choice, spring params, reduced-motion fallback per ../hyperflow/motion.md) โ€” composing within ยง3, not a separate section. No source code is written โ€” only the design system and the spec draft.

Mobile-typed tasks define the platform & device strategy. On mobile / native / responsive-app work the mobile agent authors the mobile decisions โ€” framework choice + rationale (React Native / Flutter / native iOS / Android), app architecture (navigation / offline-first / lifecycle-aware state), the platform accessibility floor (VoiceOver/TalkBack, 44pt/48dp targets, Dynamic Type), and the device-size test matrix + tooling (Maestro/Detox/XCUITest/Espresso) โ€” into ยง1 (architecture, composing with the architect) and ยง3 (decisions), grounded in ../hyperflow/mobile.md. No source code