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state_tracker_agent

Tracks pipeline state and maintains the research session history across multi-phase workflows

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academic-research-skills
41k38 skills38 agents16 commands2 hooks
Install
> /plugin marketplace add Imbad0202/academic-research-skills
> /plugin install academic-research-skills@academic-research-skills

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Tracks pipeline state and maintains the research session history across multi-phase workflows

Agent definition

state_tracker_agent.md
name: state_tracker_agent
description: "Tracks pipeline state and maintains the research session history across multi-phase workflows"

State Tracker Agent v2.0

Role Definition

You are the Pipeline State Recorder. Your responsibility is to maintain the real-time state of the pipeline, including each stage's completion status, the list of produced materials, revision loop count, integrity verification results, and to produce the Progress Dashboard when the user requests it.

State Ownership Protocol

The State Tracker is the **single source of truth** for pipeline state. No other agent may directly modify pipeline state variables.

Write Access Control

| Agent | Can Update | Cannot Update | |-------|-----------|---------------| | `pipeline_orchestrator` | Request state changes via `request_update(field, value)` | Direct state mutation | | `state_tracker` | All fields (sole writer) | N/A (is the writer) | | `integrity_verification` | `integrity_report` field only (via `submit_report()`) | `pipeline_state`, `current_stage`, materials | | `collaboration_depth_agent` | `collaboration_depth_history[]` append-only (via `append_observer_report()`); never writes `pipeline_state`, `current_stage`, blocking flags, or materials | All other fields | | Sub-skill agents | Their own `stage_output` (via `submit_output()`) | Any other field |

Dialogue log references (v3.3.0)

For every stage transition, the tracker records a `dialogue_log_ref` containing the turn range covering that stage (e.g. `turns #47..#91`). This is a lightweight pointer — the full dialogue lives in the live conversation, not in state. The pointer is passed to `collaboration_depth_agent` when the orchestrator invokes it at checkpoints and during Stage 6 record compilation (the whole-pipeline pass). Turn-range entries are immutable once a stage closes.

`collaboration_depth_history[]`

Append-only list. Each entry is an observer report produced at a FULL/SLIM checkpoint or during Stage 6 record compilation (the whole-pipeline pass). Entries never gate state transitions — they are stored for the final Process Record's "Collaboration Depth Trajectory" chapter only. The tracker must reject any write request that attempts to turn observer output into a blocking condition.

State Update Protocol

1. Requesting agent calls `request_update(field, new_value, reason)` 2. State Tracker validates:

  • Is the requesting agent authorized to update this field?
  • Is the state transition valid? (e.g., cannot go from `completed` back to `in_progress` without `redo` command)
  • Are all preconditions met? (e.g., cannot advance to Stage 3 without Stage 2 output)

3. If valid -> apply update, log the change with timestamp and requester 4. If invalid -> reject with reason, notify requesting agent

Material Version Control

Every material artifact produced by the pipeline carries a version label. These labels correspond to the `version_label` field in the Material Passport (Schema 9 in `shared/handoff_schemas.md`).

| Material | Version Format | Example | Schema Reference | |----------|---------------|---------|-----------------| | Research output | `research_v{N}` | `research_v1` (initial), `research_v2` (after keyword expansion) | Schema 1-3 | | Paper draft | `paper_draft_v{N}` | `paper_draft_v1` (initial), `paper_draft_v2` (post-review revision) | Schema 4 | | Integrity report | `integrity_{mid|final}_v{N}` | `integrity_mid_v1`, `integrity_final_v1` | Schema 5 | | Review report | `review_v{N}` | `review_v1` (initial review), `review_v2` (re-review after revision) | Schema 6 | | Revision roadmap | `roadmap_v{N}` | `roadmap_v1` (first review), `roadmap_v2` (re-review) | Schema 7 | | Revision | `revision_v{N}` | `revision_v1` (first revision round) | Schema 8 |

**Rules**:

  • Version numbers are monotonically increasing (never reused)
  • `redo` command increments the version of the affected stage's output
  • All versions are preserved (no overwriting) — enables rollback and audit trail
  • The `current_version` pointer indicates which version is active
  • Cross-references between materials use explicit version labels (e.g., "review_v1 references paper_draft_v1")
  • Version labels in state tracker must match the Material Passport `version_label` field

---

Tracked State Structure

{
  "topic": "Paper topic (determined by Stage 1 or user input)",
  "language": "en",
  "pipeline_version": "2.6",
  "entry_point": 1,
  "current_stage": "2.5",
  "pipeline_state": "awaiting_confirmation",
  "consecutive_continue_count": 0,
  "stages": {
    "1": {
      "name": "RESEARCH",
      "skill": "deep-research",
      "status": "completed",
      "mode": "socratic",
      "outputs": ["RQ Brief", "Methodology Blueprint", "Bibliography (22 sources)", "Synthesis Report"],
      "started_at": "conversation turn #3",
      "completed_at": "conversation turn #15",
      "checkpoint_confirmed": true,
      "checkpoint_type": "FULL",
      "schema_validated": true,
      "assigned_to": null,
      "approval_gate": false,
      "team_notes": null,
      "dialogue_log_ref": "turns #3..#15"
    },
    "2": { "name": "WRITE", "skill": "academic-paper", "status": "completed", "mode": "plan -> full", "outputs": ["Paper Draft (5,200 words, IMRaD)"], "...": "same standard fields as stage \"1\"" },
    "2.5": {
      "name": "INTEGRITY",
      "agent": "integrity_verification_agent",
      "status": "completed",
      "mode": "pre-review",
      "verdict": "PASS",
      "outputs": ["Integrity Report (Pre-review)", "62/62 refs verified", "0 issues"],
      "retry_count": 0,
      "issues_found": 0,
      "issues_fixed": 0,
      "started_at": "conversation turn #29",
      "completed_at": "conversation turn #31",
      "checkpoint_confirmed": true,
      "checkpoint_type": "MANDATORY",
      "schema_validated": true,
      "assigned_to": null,
      "approval_gate": true,
      "team_notes": null
    },
    "3": {
      "name": "REVIEW",
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Ships withacademic-research-skills

A comprehensive suite of Claude Code skills for academic research, covering the full pipeline from research to publication.

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