Goal — persistent project objective

SkillDev tools

Lets your agent keep one persistent project goal that it works on across sessions until it's done.

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 Goal — persistent project objective skill

About this capability

Persistent project goal that survives across sessions and tools, with continuous-execution loop semantics. Use when someone asks to "set a goal", "what is my goal", "goal status", "keep working on X until done", "resume the goal", or wants work to continue across sessions until an objective is achie

What this skill tells your AI

The instructions your AI receives, as published by coco-research/coco in skills/goal/SKILL.md and read by ahel’s review.

A goal is a single objective the agent keeps pursuing across turns and sessions until it is marked done. Inspired by Prime Agent's thread goal: state lives outside any one conversation, so any tool with this skill installed (Claude Code, Cursor, Codex, ...) picks up where another left off.

State file

One file per project: .goal.md in the repository root. Human-readable and human-editable on purpose — pause, resume, edit, and clear are controlled by the user editing the file directly.

---
objective: Ship release notes for v2.3
status: active        # active | paused | done
created: 2026-08-22
---

## Progress
- 2026-08-22 14:02 — drafted changelog from git log

Optional sections the loop reads if present: ## Queue (ordered work items), ## Standing constraints (owner-set rules that bind every session), ## Decisions (recorded owner calls — binding, never re-litigated), ## Done criteria.

API

  • get — read .goal.md. No file means no goal is set. Report the objective, status, and latest progress entries when asked about goal status.
  • create(objective) — write .goal.md with status: active and today's date. If an active goal already exists, do NOT silently replace it; show it and ask whether to complete, pause, or replace. Only create a goal when the user explicitly asks for a persistent goal; do not infer goals from ordinary tasks.
  • update(note) — append one dated line to ## Progress after each meaningful work session toward the goal. Keep notes short and factual.
  • complete() — set status: done. Only when the objective has actually been achieved and no required work remains — not because the session is ending or momentum ran out.

Session behavior

At the start of a session in a repo containing .goal.md:

  • status: active — surface the objective to the user, then ENTER THE WORK LOOP below before starting unrelated work.
  • status: paused — mention it exists; resume only if the user asks.
  • status: done — leave it as history; offer to archive or replace.

Work loop (continuous execution)

An active goal with remaining actionable items means you run a LOOP, not a single pass. One iteration:

  1. Resume — read .goal.md plus the newest handoff document it references (typically under docs/plans/). Verify recorded receipts against reality (HEAD sha, merged PRs, live state) before trusting them.
  2. Pick the highest-priority item that is actionable right now — from the Queue, the referenced workorder, or the handoff's "exact next action".
  3. Journal before acting — append TODO <task> to ## Progress. If the session dies here, a successor knows precisely what was attempted.
  4. Execute — do the work. Run the real gates. Commit/PR per whatever authority the goal grants (e.g., self-review-and-merge if so recorded).
  5. Journal after — append DONE <task> — <receipt> immediately. Receipt = commit sha, PR number, test counts, or posted artifact. No receipt, not done.
  6. Repeat from step 2 while an actionable item remains and no STOP condition applies.

Never end a turn with actionable items outstanding unless a STOP condition fired. "Momentum ran out" is not a stop condition.

Failure resilience

  • Transient LLM/API/tool failures — timeouts, 429/5xx, dropped connections — are NEVER stop conditions. Retry with backoff (≈30s → 60s → 120s, cap ~5 attempts). If one dependency stays down, journal BLOCKED <item> — <reason>, switch to the next non-dependent actionable item, and circle back.
  • Crash/interrupt safety: because TODO precedes work and DONE follows it, an interrupted session loses nothing. On resume, a task with TODO and no DONE is simply not started yet — verify no half-committed debris, then restart it.
  • Tool/environment failure ≠ task failure. A failing gate gets diagnosed; a failing external service gets routed around; neither ends the loop.
  • Flaky tests fail-then-pass-isolated are recorded as known-flaky, not treated as regressions — but always rerun isolated before concluding that.

Stop conditions (the ONLY reasons to end the loop)

  1. Done — goal achieved; call complete().
  2. Blocked on owner — every remaining item needs an answer only the owner can give. Post the questions (one line each), mark items BLOCKED/DEFERRED, update .goal.md, stop with a clear summary of what you need.
  3. Context limit approaching — write the handoff document (see Handoff), append the final Progress line, stop cleanly.
  4. Repeated hard failure — ≥3 consecutive unrecoverable failures across DIFFERENT items (not retries of one) → write an incident note into Progress and the handoff, stop, report to owner.

Everything else — API flakiness, slow builds, flaky tests, waiting on a local service — is worked through or routed around.

Handoff (graceful exit)

If the repo keeps committed plan/handoff documents (e.g., docs/plans/), the graceful exit is: write/update the handoff file containing exact HEAD sha, PRs landed this session, current queue position, receipts, known gotchas, and the exact next action — then append the final Progress line to .goal.md, then stop. Ending a session without those two writes is a defect: the successor must be able to resume from .goal.md + the latest handoff alone.

Rules

  • One active goal per repository. The file is the source of truth — never keep goal state only in conversation memory.
  • Never delete or rewrite past progress lines; append.
  • Completion must reflect reality. An agent that marks a half-finished goal done defeats the entire mechanism.
  • Standing constraints and recorded decisions inside .goal.md bind every session and outrank this skill's defaults.
  • Journal honestly: a TODO line without a matching DONE line is expected and safe; a DONE line without receipts is a lie.

Harness note (out of skill scope)

This skill makes the AGENT persistent within a session and recoverable across sessions. Fully automatic relaunch after a dead session requires harness-level scheduling (cron/gateway/watchdog) outside any skill's control. If the owner wants unattended overnight loops, pair this skill with a scheduler that re-invokes the agent with "resume the goal".

Signals

GitHub stars
320
Forks
12
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
goal-coco-research
Source
github.com/coco-research/coco